{"id":9017,"date":"2018-02-23T05:24:24","date_gmt":"2018-02-23T05:24:24","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=9017"},"modified":"2025-07-28T14:58:35","modified_gmt":"2025-07-28T09:28:35","slug":"artificial-intelligence-interview-questions-answers","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/","title":{"rendered":"Artificial Intelligence Interview Questions-Answers &#8211; Grab the Knowledge"},"content":{"rendered":"<div class='__iawmlf-post-loop-links' style='display:none;' data-iawmlf-post-links='[{&quot;id&quot;:2024,&quot;href&quot;:&quot;https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Artificial_intelligence&quot;,&quot;archived_href&quot;:&quot;http:\\\/\\\/web-wp.archive.org\\\/web\\\/20251209101348\\\/https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Artificial_intelligence&quot;,&quot;redirect_href&quot;:&quot;&quot;,&quot;checks&quot;:[{&quot;date&quot;:&quot;2025-12-10 21:32:54&quot;,&quot;http_code&quot;:403},{&quot;date&quot;:&quot;2025-12-14 13:24:39&quot;,&quot;http_code&quot;:403},{&quot;date&quot;:&quot;2025-12-24 04:46:29&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-01 11:05:06&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-07 00:23:52&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-18 22:15:50&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-23 11:14:54&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-01-26 19:28:25&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-02-05 23:30:59&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-02-13 07:14:37&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-02-19 13:08:01&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-02-25 15:43:18&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-03-02 17:59:25&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-03-26 09:10:00&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-04-05 06:32:12&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-04-28 17:29:46&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-05-16 09:30:11&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-05-20 06:52:20&quot;,&quot;http_code&quot;:200},{&quot;date&quot;:&quot;2026-06-04 06:44:16&quot;,&quot;http_code&quot;:403}],&quot;broken&quot;:false,&quot;last_checked&quot;:{&quot;date&quot;:&quot;2026-06-04 06:44:16&quot;,&quot;http_code&quot;:403},&quot;process&quot;:&quot;done&quot;}]'><\/div>\n<p>Through this blog, you will get best Artificial Intelligence Interview Questions-Answers. As we have discussed\u00a0Artificial Intelligence Interview Questions-Answers in our previous blog also. Although, in this blog, we will provide you Artificial Intelligence Interview Questions &#8211; Answers for both freshers as well as experienced peoples. In this blog, we have covered every type of Artificial Intelligence Interview Questions-Answers.<\/p>\n<h3>Best Artificial Intelligence Interview Questions-Answers<\/h3>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.1. What are the disadvantages of b<span id=\"6_Breadth-First_Search_Algorithm\">readth-First Search Algorithm?<\/span><\/strong><\/p>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It consumes a lot of memory space. As each level of nodes <span class=\"passivevoice\">is saved<\/span> for creating the next one.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Its complexity depends on the number of nodes. It can check duplicate nodes.<\/li>\n<\/ul>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.2. What are the disadvantages of Depth-First<span id=\"7_Depth-First_Search_Algorithm\"> Search Algorithm?<\/span><\/strong><\/p>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As the algorithm may not <span class=\"complexword\">terminate<\/span> and go on <span class=\"adverb\">infinitely<\/span> on one path. Hence, a solution to this issue is to choose a cut-off depth.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">If the ideal cut-off is d, and if the chosen cut-off is lesser than d, then this algorithm may fail.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">If the chosen cut-off is more than d, then execution time increases.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Its complexity depends on the number of paths. It cannot check duplicate nodes.<\/li>\n<\/ul>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><a href=\"https:\/\/data-flair.training\/blogs\/popular-search-algorithms\/\">Read more about AI Algorithms<\/a><\/strong><\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.3. What is <span id=\"10_Iterative_Deepening_Depth-First_Search_Algorithm\">iterative Deepening Depth-First Search Algorithm?<\/span><\/strong><\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">To perform this search we need to follow steps. As it performs the DFS starting to level 1, starts and then executes a complete depth-first search to level 2. Moreover, we have to continue searching process till we find the solution. We have to generate nodes till single nodes <span class=\"passivevoice\">are created<\/span>. Also, it saves the only stack of nodes.<\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As soon as he finds a solution at depth d, the algorithm ends, The number of nodes created at depth d is bd and at depth d-1 is bd-1.<\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.4. What is i<span id=\"11_Informed_Heuristic_Search_Strategies_Algorithm\">nformed (Heuristic) Search Strategies Algorithm?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">To increase the efficiency of search algorithm we need to add problem-specific knowledge. We use this to solve large problems with a large number of possible states<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Heuristic_Evaluation_Functions\">a. Heuristic Evaluation Functions<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We use this function to calculate the path between two states that a function takes for sliding-tiles games. which we have to<span class=\"passivevoice\"> calculate by<\/span> computing number of rows. Also, moves of each tile make from its goal state. Further, adding these number of moves for all tiles.<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"b_Pure_Heuristic_Search\">b. Pure Heuristic Search<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In order, if heuristic value nodes will expand. Also, creates two lists:<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">First, a closed list of the already expanded nodes;<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Secondly<\/span>, an open list created. Although, unexpected nodes.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">A node with a <span class=\"complexword\">minimum<\/span> heuristic value <span class=\"passivevoice\">is expanded<\/span>, In each iteration. Also, all its child nodes <span class=\"passivevoice\">are created<\/span> and placed on the closed list. Further, we apply this heuristic function to child nodes. Thus, at last, we have to place it in the open list, as per the heuristic value. Although, we have to save the shortest path while to dispose of the longer ones.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\"><strong>Q.5. What is meant by <span id=\"12_A_Search_Algorithm\">A * Search Algorithm?<\/span><\/strong><\/div>\n<div class=\"\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We can say that A * Search is the best form of Best First Search. Also, avoids expensive expanding path. Although, first expands most promising path.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">f(n) = g(n) + h(n), where<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">g(n) is the cost to reach the node<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">h(n), it <span class=\"passivevoice\">is estimated<\/span> cost to get from the node to the goal<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">f(n) it <span class=\"passivevoice\">is defined<\/span> as the estimated total cost of path through n to goal. Also, we will use priority queue by increasing f(n) to <span class=\"complexword\">implement<\/span> it.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.6. What is <span id=\"13_Greedy_Best_First_Search_Algorithm\">Greedy Best First Search Algorithm?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The node which is closest to goal will <span class=\"passivevoice\">be expanded<\/span> first. Although, explanation of nodes depends upon f(n) = h(n). Further, using priority queue we <span class=\"complexword\">implement<\/span> it.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Disadvantage<\/strong><\/div>\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It can get stuck in loops. It is not optimal.<\/li>\n<\/ul>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.7. What is <span id=\"14_Local_Search_Algorithms\">Local Search Algorithms?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, it\u2019s Popular Search Algorithms. Also, a prospective solution. Further, moves to a neighboring solution. Moreover, returns a valid solution.<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Hill-Climbing_Search_Algorithm\">a. Hill-Climbing Search Algorithm<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We can start this algorithm with an arbitrary solution to a problem. Also, it\u2019s an iterative algorithm. Hence, the algorithm attempts to better solution by a single element of the solution. Although, we take an incremental change as a new solution. As if the change produces a better solution. Moreover, we have to repeat until there are no further improvements.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"b_Local_Beam_Search_Algorithm\">b. Local Beam Search Algorithm<\/span><\/strong><\/p>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this algorithm, we have to hold k number of states at any given time. In the beginning, we have to <span class=\"passivevoice\">generate states<\/span> <span class=\"adverb\">randomly<\/span>.<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Moreover, with the <span class=\"complexword\">objective<\/span> function, we have to compute successors of these k states. Also, this stop, if any of these successors is the <span class=\"complexword\">maximum<\/span> value of the <span class=\"complexword\">objective<\/span> function.<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Otherwise, we have to put the (initial k states and k number of successors of the states = 2k) states in a pool. Also, a pool is then sorted <span class=\"adverb\">numerically<\/span>. Further, we have to select highest k states as new initial states. This process continues until a <span class=\"complexword\">maximum<\/span> value <span class=\"passivevoice\">is reached<\/span>.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><a href=\"https:\/\/data-flair.training\/blogs\/popular-search-algorithms\/\">Read more about AI Algorithms<\/a><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.8. What is simulated annealing<span id=\"15_Simulated_Annealing_Algorithm\"> Algorithm?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The process is of heating and cooling a metal to change its internal structure. Although, for modifying its physical properties <span class=\"passivevoice\">is known as <\/span>annealing. As soon as the metal cools, it forms a new structure. Also, metal is going to <span class=\"complexword\">retain<\/span> its <span class=\"adverb\">newly<\/span> obtained properties. Although, we have to keep the variable temperature in a simulated annealing process.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">First, we have to set high temperature. Then, left it to allow \u201ccool\u201d <span class=\"adverb\">slowly<\/span> with the proceeding algorithm. Further, if there is high temperature, algorithm accepts worse solutions with high frequency.<\/p>\n<\/div>\n<div class=\"\">Start<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Initialize k = 0; L = integer number of variables;<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">From i \u2192 j, search the performance difference \u0394.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">If \u0394 &lt;= 0 then accept else if exp(-\u0394\/T(k)) &gt; random(0,1) then accept;<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Repeat steps 1 and 2 for L(k) steps.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">k = k + 1;<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Repeat steps 1 through 4 till the criteria <span class=\"passivevoice\">matches<\/span>.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">End<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for freshers- Q. 1,2,3,5,6<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for Experienced- Q. 4,7,8<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.9. What is <span id=\"16_Travelling_Salesman_Problem\">Travelling Salesman Problem?<\/span><\/strong><\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The main goal of this problem is to find a low-cost tour. That starts from a city, visits all cities en-route exactly once and ends at the same starting city.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Start<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Find out all (n -1)! Possible solutions, where n is the total number of cities.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Further, determine the <span class=\"complexword\">minimum<\/span> cost by finding out the cost of each of these (n -1)! solutions.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Finally, keep the one with the <span class=\"complexword\">minimum<\/span> cost.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">End<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.10. What is Natural<span id=\"2_Introduction_to_Natural_Language_Processing\"> Language Processing?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We use English language to communicate between an intelligent system and N.L.P. Processing of Natural Language plays an important role in various systems.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>For Example:<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">A robot, it <span class=\"passivevoice\">is used<\/span> to perform as per your instructions. The input and output of an N.L.P system can be \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Speech<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Written Text<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><a href=\"https:\/\/data-flair.training\/blogs\/neural-network\/\">Must Read Neural Network In AI<\/a><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.11.What are c<span id=\"3_Components_of_NLP\">omponents of N.L.P?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, there are two components of Natural Language Processing systems:<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Natural_Language_Understanding_NLU\">a. Natural Language Understanding (NLU)<\/span><\/strong><\/p>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this, we have to understand the basic tasks \u2212<\/p>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, the mapping to given input in natural language into useful representations.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Analyzing different aspects of the language.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"b_Natural_Language_Generation_NLG\">b. Natural Language Generation (NLG)<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We have to produce meaningful phrases and sentences. That is in the form of natural language from internal representation.<\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>As this process involves:<\/strong><\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\u00a0<strong><br \/>\na. Text planning<\/strong><\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this process, we have to retrieve the relevant content from a knowledge base.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nb. Sentence planning<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We have to choose required words for setting a tone of the sentence.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nc. Text Realization<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, it\u2019s process of mapping sentence plan into sentence structure.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Although, the NLU is harder than NLG.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.12. What are d<span id=\"4_Difficulties_in_NLU\">ifficulties in NLU?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Lexical ambiguity<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It\u2019s predefined at a very primitive level such as word-level.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nb. Syntax Level ambiguity<br \/>\n<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"\">Basically, in this, we can define a sentence in a parsed way in different ways.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nc. Referential ambiguity<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, referential ambiguity says that we have to refer something using pronouns only.<\/div>\n<\/div>\n<\/div>\n<div id=\"5_NLP_Terminologies\" class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.13. Name some\u00a0<span id=\"5_NLP_Terminologies\">NLP Terminologies<\/span>?<\/strong><\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Phonology<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"\">It\u2019s study of organizing sound.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nb. Morphology\u00a0<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, it\u2019s study of the construction of words from primitive meaningful units.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nc. Morpheme<\/strong><\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><em><strong>As we can say that it\u2019s primitive unit of meaning in a language:<\/strong><\/em><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\na. Syntax<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this, we have to arrange words to make a sentence. Also, involves determining the structural role of words. That is in the sentence and in phrases.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nb. Semantics<\/strong><\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It defines the meaning of words. Moreover, how to combine words into meaningful phrases and sentences<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nc. Pragmatics<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It deals with use and understanding sentences in different situations. Also, defines how the interpretation of the sentence <span class=\"passivevoice\">is affected<\/span>.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nd. World Knowledge<\/strong><\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It includes the general knowledge about the world.<\/div>\n<\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.14. Explain <span id=\"6_Steps_in_NLP\">Steps in N.L.P?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>There are generally five steps:<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\na. Lexical Analysis<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We have to analyze the structure of words. The collection of words and phrases in a language is a lexicon of a language.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nb. Syntactic Analysis (Parsing)<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We use parsing for the analysis of the word. Although, have to arrange words in a particular manner. That shows the relationship of words.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>\u00a0<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>c. Semantic Analysis<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It describes dictionary meaning which is meaningful. In task domain, mapping syntactic structures and objects.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nd. Discourse Integration<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this step, the meaning of any sentence depends upon the meaning of the previous sentence. <span class=\"complexword\">In addition<\/span>. Also brings the meaning to immediately succeeding sentence.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\ne. Pragmatic Analysis<\/strong><\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this step, data <span class=\"passivevoice\">is interpreted<\/span> on what it actually meant. Although, we have to derive aspects of language which <span class=\"complexword\">require<\/span> real-world knowledge.<\/div>\n<\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.15. Give e<span id=\"7_Examples_ofNLP_systems\">xamples of\u00a0NLP systems?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Customer Review<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As it\u2019s a most important factor that helps companies to discover relevant information for their business. Further, helps in improving customer satisfaction.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As more suggestion comes, it\u2019s more relevant services are better. Also, helps in understanding the customer\u2019s needs.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Virtual digital assistants <\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Virtual digital assistant technologies are currently the most well-known type of artificial intelligence.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.16. <span id=\"8_Why_Do_We_Need_NLP\">Why Do We Need N.L.P?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">With this, we can perform certain tasks such as Automated speech and automated text writing in less time.<\/p>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Moreover, these tasks include too many NLP applications.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>For Example:<\/strong><\/div>\n<\/div>\n<div><\/div>\n<div class=\"\">Automatic Summarization (to generate summary of given text)<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Machine Translation (translation of one language into another)<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for freshers- Q. 9,10,11,13,15,16<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for Experienced- Q. 12.14<\/strong><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.17. What is N.L.P Process?<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this process, a text <span class=\"passivevoice\">is composed<\/span> of speech, speech-to-text conversion <span class=\"passivevoice\">is performed.<\/span><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><em><strong>In this mechanism, it involves two processes:<\/strong><\/em><\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Natural Language Understanding<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Natural Language Generation<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Natural_Language_Understanding\">a. Natural Language Understanding<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We use natural language understanding to learn the meaning of given text. For NLU, we must understand nature and structure of each word.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>i. Lexical Ambiguity<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this, words have <span class=\"complexword\">multiple<\/span> meanings<\/div>\n<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">ii. Syntactic Ambiguity<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, in this syntactic ambiguity, the sentence having <span class=\"complexword\">multiple<\/span> parse trees.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>iii. Semantic Ambiguity<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, in this, sentence having <span class=\"complexword\">multiple<\/span> meaning<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>iv. Anaphoric Ambiguity<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, in this phrase or word are presents. That is <span class=\"complexword\">previously<\/span> mentioned but has a different meaning.<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"b_Natural_Language_Generation\">b. Natural Language Generation<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, automatic text produced from structured data. That is in a readable format with meaningful phrases and sentences. Although, the problem of natural language generation is hard to deal with. It is a subset of NLP.<\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><em>Natural language generation divided into three proposed stages:<\/em><\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>i. Text Planning<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"\">Basically, it\u2019s ordering of content in structure data.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>ii. Sentence Planning<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, from structured data, we have to combine sentences to represent the flow of information.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\n<\/strong>iii. Realization<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, to represent text we use a <span class=\"adverb\">grammatically<\/span> correct sentence.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\"><strong>Q.18. Explain a<span id=\"10_Applications_of_NLP\">pplications of N.L.P?<\/span><\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Communication<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, a computer is a medium to communicate with users. Also, to learn a new language we can\u2019t force users. Although, for casual users, it\u2019s most important. Such as Managers and children. As they don\u2019t have time and inclination to learn new skills to learn new interaction skills.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, in natural language, it\u2019s having a vast store of information. Also, we have to access via computers. Although, we have to generate information <span class=\"adverb\">constantly<\/span>. Also, it\u2019s in the form of books, business, and government report.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, in natural language processing, problems of AI arise in a very clear and explicit form.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Moreover, there are three major aspects of any natural language understanding theory:<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Syntax<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we use it to describe the form of the language. Also, grammar is used to specify it. further, we use natural language for the A.I languages of logic and computer programs. Also, these language is more complicated than other formal languages.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\nc. Semantics<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, utterances meaning provided with the of semantics. Although, if we want to build this understanding, general semantic theories exist for it.<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\u00a0<strong><br \/>\nd. Pragmatics<\/strong><\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we use this component to explain how the utterances relate to the world.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\"><strong>Q.19. What is the importance of N.L.P?<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We can understand the advantage of natural language programming in an easy way as we consider two statements:<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\u201c<strong>Cloud computing insurance should be part of every service level agreement\u201d <\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>\u00a0<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong> \u201cA good S.L.A ensures an easier night\u2019s sleep \u2014 even in the cloud.\u201d<\/strong><\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, if an individual <span class=\"passivevoice\">is used<\/span> to of NLP, in an entity, a person will recognize cloud computing program. Also, a cloud is an abbreviated form of cloud computing.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, in human language, these type of vague elements appears <span class=\"adverb\">frequently<\/span>. Although, machine learning algorithms are <span class=\"adverb\">historically<\/span> bad at interpreting. Moreover, many improvements take place in deep learning and artificial intelligence. And interpret them <span class=\"adverb\">effectively<\/span>.<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<p><strong>Q.20. What is Fuzzy Logic?<\/strong><strong>\u00a0<\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, it\u2019s a method of reasoning. Although, resembles human reasoning. Also, it has an approach to decision making in humans. As they involve all intermediate possibilities between digital values YES and NO.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Fuzzy Logic <span class=\"passivevoice\">was invented by<\/span> Lotfi Zadeh. Also, he observed, unlike other computers, it includes a range of possibilities between YES and NO, in a human decision.<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><a href=\"https:\/\/data-flair.training\/blogs\/category\/artificial-intelligence\/\">Read more about Fuzzy Logic In AI<\/a><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.21. What is <span id=\"3_Fuzzy_Logic_Implementation\">Fuzzy Logic Implementation?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>,\u00a0it can <span class=\"passivevoice\">be implemented<\/span> in systems with various sizes and capabilities. That should be range from mall micro-controllers to large. Also, it can be implemented in hardware, software, or a combination of both in <strong><a href=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-introduction\/\">artificial intelligence<\/a><\/strong>.<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.22. <span id=\"4_Why_Fuzzy_Logic\">Why Fuzzy Logic?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, we use it for the practical as well as commercial purposes.<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we can use it to consumer products and control machines.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Although, not give accurate reasoning, but acceptable reasoning.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, this logic helps to deal with the uncertainty in engineering.<\/li>\n<\/ul>\n<p><strong>Q.23. What is <span id=\"5_Fuzzy_Logic_Systems_Architecture\">Fuzzy Logic Systems Architecture?<\/span><\/strong><\/p>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, four parts <span class=\"passivevoice\">are shown<\/span> in this-<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Fuzzification Module<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We use this module to transform the system inputs. As this is a crisp number. Also, helps in splitting the input signal into various five steps.<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>LP<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">x is Large Positive<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>MP<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">x is Medium Positive<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>S<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">x is Small<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>MN<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">x is Medium Negative<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>LN<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">x is Large Negative<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Knowledge Base<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this, we have to store it in IF-THEN rules that <span class=\"passivevoice\">were provided by<\/span> experts.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>c. Inference Engine<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, it helps in simulating the human reasoning process. That is by making fuzzy inference on the inputs and IF-THEN rules.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>d. Defuzzification Module<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">In this module, we have to transform fuzzy set into a crisp value. That set <span class=\"passivevoice\">was obtained by<\/span> an inference engine.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Although, the membership functions always work on a same concept i.e fuzzy sets of variables.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.24. What are <span id=\"7_Applications_of_Fuzzy_Logic\">applications of Fuzzy Logic?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">There are some areas of fuzzy logic applications. These are-<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Automotive_Systems\">a. Automotive Systems<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Automatic Gearboxes<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Four-Wheel Steering<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Vehicle environment control<\/li>\n<\/ul>\n<p><strong><span id=\"b_Consumer_Electronic_Goods\">b. Consumer Electronic Goods<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Hi-Fi Systems<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Photocopiers<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Still and Video Cameras<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Television<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"c_Domestic_Goods\">c. Domestic Goods<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Microwave Ovens<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Refrigerators<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Toasters<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Vacuum Cleaners<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Washing Machines<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"d_Environment_Control\">d. Environment Control<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Air Conditioners\/Dryers\/Heaters<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Humidifiers<\/li>\n<\/ul>\n<\/div>\n<div class=\"\"><strong>Q.25. What are <span id=\"8_Advantages_of_Fuzzy_Logic_Systems\">advantages of Fuzzy Logic Systems?<\/span><\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"\">\n<ul>\n<li>Generally, in this system, we can take imprecise, distorted, noisy input information.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, these logics are easy to construct and understand.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, it\u2019s solution to complex problems. Such as medicine.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, we can relate math in concept within fuzzy logic. Also, these concepts are very simple.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Due to the flexibility of fuzzy logic, we can add and delete rules in FLS system.<\/li>\n<\/ul>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for freshers- Q. 17,18,19,21,23,24<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for Experienced- Q. 20,22,25<\/strong><\/div>\n<p><strong>Q.26. What are d<span id=\"9_Disadvantages_of_Fuzzy_Logic_Systems\">isadvantages of Fuzzy Logic Systems?<\/span><\/strong><\/p>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Till no designing approach to this fuzzy logic.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, if logics are simple, then one can understand it.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, suitable for problems which do not have high accuracy.<\/li>\n<\/ul>\n<p><strong>Q.27. <\/strong><strong>What are Expert Systems in AI?<\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We can say these are computer applications. Also, with the help of this development, we can solve complex problems. It has level of human intelligence and expertise.<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><a href=\"https:\/\/data-flair.training\/blogs\/expert-systems\/\"><strong>Read more about Expert System in AI.<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<p><strong>Q.28. <span id=\"3_Characteristics_of_AI_Expert_Systems\">Characteristics of AI Expert Systems<\/span><\/strong><\/p>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">High performance<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Reliable<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Highly<\/span> responsive<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Understandable<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"4_Capabilities_of_Expert_Systems\">Q.29. Capabilities of Expert Systems<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The expert systems are capable of \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Advising<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Instructing and assisting human in decision making<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Demonstrating<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Deriving a solution<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Diagnosing<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Explaining<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Interpreting input<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Predicting results<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Justifying the conclusion<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Suggesting alternative options to a problem. They are incapable of \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Substituting human decision makers<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Possessing human capabilities<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Producing accurate output for inadequate knowledge base<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Refining their own knowledge<\/li>\n<\/ul>\n<\/div>\n<p><strong>Q.30. What are c<span id=\"5_Components_of_Expert_Systems_in_Artificial_Intelligence\">omponents of Expert Systems in Artificial Intelligence?<\/span><\/strong><\/p>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The components of AI expert systems include \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Knowledge Base<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Inference Engine<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">User Interface<\/li>\n<\/ul>\n<p><strong>Q.31. What is u<span id=\"8_User_Interface\">ser Interface?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, ES users and ES itself uses User interface as a medium of interaction between users. Also, the user of the ES need not be <span class=\"adverb\">necessarily<\/span> an expert in <strong><a href=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-future\/\">Artificial Intelligence<\/a><\/strong>.<\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Although, at a particular recommendation, it explains how the ES has arrived. Hence, the explanation may appear in the following forms \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, the natural language displayed on a screen.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, verbal narrations in natural language.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Further, listing of rule numbers displayed on the screen. The user interface makes it easy to trace the credibility of the deductions.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.32. What are e<span id=\"9_Expert_Systems_Limitations\">xpert Systems Limitations?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, we have noticed that no technology can offer an easy and complete solution. Also, large systems are too costly. Although, they <span class=\"complexword\">require<\/span> significant development time and computer resources.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, ESs have their limitations which include \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Limitations of the technology<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Difficult knowledge acquisition<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">ES are difficult to maintain<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">High development costs<\/li>\n<\/ul>\n<p><strong>Q.33. Name some e<span id=\"10_Expert_System_Technology\">xpert System Technology?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">It includes:<\/div>\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Expert_System_Development_Environment\">a. Expert System Development Environment<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, hardware and tools <span class=\"passivevoice\">are included<\/span> in it. They are \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Minicomputers, workstations, mainframes.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">LISt Programming (LISP) and PROgrammation en LOGique (PROLOG).<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Large databases.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"b_Tools\">b. Tools<\/span><\/strong><\/p>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, tools <span class=\"passivevoice\">are used<\/span> to reduce the effort and cost.<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Powerful editors and debugging tools with multi-windows.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">They provide rapid prototyping.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Have Inbuilt definitions of a model, knowledge representation, and inference design.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for freshers- Q. 25,26,27,29,30,31,32<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for Experienced- Q. 28,33<\/strong><\/div>\n<p><strong>Q.34. What are b<span id=\"11_Benefits_of_Expert_Systems\">enefits of Expert Systems?<\/span><\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Availability<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Due to mass production of software, expert systems are <span class=\"adverb\">easily<\/span> available.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Less Production Cost<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As production cost of an expert system is reasonable. Thus, it makes them affordable.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>c. Speed<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, expert systems offer great speed. Also, reduce the amount of work that an individual puts in.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>d. Less Error Rate<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, an error rate of the expert system is low in comparison to human errors.<\/div>\n<\/div>\n<div class=\"\"><\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>e. Reduced danger<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">They can <span class=\"passivevoice\">be used<\/span> in any risky environments where humans cannot work with.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>f. Permanence<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">The knowledge will last long <span class=\"adverb\">indefinitely<\/span>.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span class=\"complexword\">g. Multiple<\/span><\/strong><strong> expertise<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, it can <span class=\"passivevoice\">be designed<\/span> to have knowledge of many experts.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>h. Explanation<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">They are capable of explaining in detail the reasoning that led to a conclusion.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.35. What are <span id=\"12_Applications_of_Expert_System\">applications of Expert System?<\/span><\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>a. Design Domain<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we use expert systems in designing of camera lens and automobile.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Monitoring Systems<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, in this data <span class=\"passivevoice\">is compared<\/span> with observed system<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>c. Process Control Systems<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">We have to control physical process based on monitoring<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>d. Knowledge Domain<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Finding out faults in vehicles, computers<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>e. Finance Commerce<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, an expert system <span class=\"passivevoice\">is used<\/span> to detect possible fraud.<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.36. Give a brief introduction to robotics?<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, robots have their specific aim. As they manipulate the objects. For Example-\u00a0 by perceiving, picking, moving, modifying the physical properties of an object.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>What are Robots?<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, robots are the artificial agents acting in the real world environment. Robotics is a branch of <a href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence\">Artificial Intelligence<\/a>. That\u00a0<span class=\"passivevoice\">is composed<\/span>\u00a0of Electrical, and Mechanical Engineering. Also, Computer Science for designing, construction, and application of robots.<\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><a href=\"https:\/\/data-flair.training\/blogs\/robotics-ai\/\"><strong>Read more about Robotic and AI<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.37. What are aspects of robotics?<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, robots have mechanical construction. That is to form or shape designed to\u00a0<span class=\"complexword\">accomplish<\/span>\u00a0a particular task.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, it contains electrical components. That is a use of power and control the machinery.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><span class=\"adverb\">Basically<\/span>, it contains some level of a computer program. Also, it determines what, when and how a robot does something.<\/li>\n<\/ul>\n<p><strong>Q.38. What are components of robotics?<\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>To construct a robot we need following parts\u2212<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\na. Power Supply<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, robots\u00a0<span class=\"passivevoice\">are powered by<\/span>\u00a0batteries, solar power, hydraulic.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>b. Actuators<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we use this to convert energy into movement.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>c. Electric motors (AC\/DC)<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, we need this for the rotational movement.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>d. Pneumatic Air Muscles<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we can say that they contract almost 40% when the air\u00a0<span class=\"passivevoice\">is sucked<\/span>\u00a0in them.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\ne. Muscle Wires<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Although, we have noticed that it contract by 5% when an electric current\u00a0<span class=\"passivevoice\">is passed\u00a0<\/span>through them.<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>f. Piezo Motors and Ultrasonic Motors<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, we use it for industrial robots.<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><br \/>\ng. Sensors<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, we use it in task environment as it provides information of real-time knowledge.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Q.39. What is a difference in Robot System and AI Programs?<\/strong><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><em>Here is the difference between\u00a0Artificial Intelligence and Robotics:<\/em><\/strong><\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>AI Programs<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Usually, we use to operate them in computer-simulated worlds.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, an input\u00a0<span class=\"passivevoice\">is given<\/span>\u00a0in the form of symbols and rules.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, to operate this we need general purpose computers.<\/li>\n<\/ul>\n<p>Read about<strong>\u00a0<\/strong><a href=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-applications\/\"><strong>AI Applications<\/strong>.<\/a><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Robots<\/strong><\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, we use robots to operate in the real physical world.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Basically, inputs\u00a0<span class=\"passivevoice\">are given<\/span>\u00a0in the form of the analog signal in the form of the speech waveform.<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Also, to operate this, special hardware with sensors and effectors\u00a0<span class=\"passivevoice\">are needed<\/span>.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><strong>Q.40. What is computer vision?<\/strong><\/p>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Generally, it\u2019s an A.I technology which robots can see. Also, play an important role in security, safety, and entertainment. Moreover, we use it to extract useful information from an array of images.<\/div>\n<\/div>\n<div class=\"\">\n<p class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong><span id=\"a_Hardware_of_Computer_Vision_System\">a. Hardware of Computer Vision System<\/span><\/strong><\/p>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">This involves \u2212<\/div>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Power supply<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Image acquisition device such as camera<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">a processor<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">a software<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">A display device for monitoring the system<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Accessories such as camera stands, cables, and connectors<\/li>\n<\/ul>\n<p><strong>Q.41. What are Application Domains of Computer Vision?<\/strong><\/p>\n<div class=\"\">Generally, there are various applications of computer vision:<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Agriculture<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Autonomous vehicles<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Biometrics<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Character recognition<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Forensics, security, and surveillance<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Industrial quality inspection<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Face recognition<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Gesture analysis<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Geoscience<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Medical imagery<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Pollution monitoring<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Process control<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Remote sensing<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Robotics<\/li>\n<\/ul>\n<\/div>\n<div class=\"\">\n<ul>\n<li class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Transport<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"\">\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for freshers- Q. 33,34,35,37<\/strong><\/div>\n<div><\/div>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\"><strong>Artificial Intelligence Interview Questions-Answers for Experienced- Q. 36,38,39,40,41<\/strong><\/div>\n<h3 class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">Conclusion<\/h3>\n<div class=\"public-DraftStyleDefault-block public-DraftStyleDefault-ltr\">As a result, we have studied Artificial Intelligence Interview Questions-Answers. Also, we have covered all types of Artificial Intelligence Interview Questions-Answers. which are required for freshers as well as experienced. Furthermore, if you feel any query, feel free to ask in a comment section.<\/div>\n<\/div>\n<div><\/div>\n<div>Visit our AI Interview Question <a href=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions\/\"><strong>Part &#8211; 1\u00a0<\/strong><\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Through this blog, you will get best Artificial Intelligence Interview Questions-Answers. As we have discussed\u00a0Artificial Intelligence Interview Questions-Answers in our previous blog also. Although, in this blog, we will provide you Artificial Intelligence Interview&#46;&#46;&#46;<\/p>\n","protected":false},"author":7,"featured_media":9110,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[408,1141,1152,1813,6951],"class_list":["post-9017","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-ai-interview-questions","tag-artificial-intelligence-interview-questions","tag-artificial-intelligence-questions","tag-best-artificial-intelligence-interview-questions-answers","tag-interview-questions-for-artificial-intelligence"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Artificial Intelligence Interview Questions-Answers - Grab the Knowledge - DataFlair<\/title>\n<meta name=\"description\" content=\"Artificial Intelligence Interview Questions-Answers-Interview questions for Artificial Intelligence, crack AI Interview &amp; Learn AI, AI jobs\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Artificial Intelligence Interview Questions-Answers - Grab the Knowledge - DataFlair\" \/>\n<meta property=\"og:description\" content=\"Artificial Intelligence Interview Questions-Answers-Interview questions for Artificial Intelligence, crack AI Interview &amp; Learn AI, AI jobs\" \/>\n<meta property=\"og:url\" content=\"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/\" \/>\n<meta property=\"og:site_name\" content=\"DataFlair\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataFlairWS\/\" \/>\n<meta property=\"article:published_time\" content=\"2018-02-23T05:24:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-28T09:28:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"DataFlair Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DataFlairWS\" \/>\n<meta name=\"twitter:site\" content=\"@DataFlairWS\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"DataFlair Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"17 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Artificial Intelligence Interview Questions-Answers - Grab the Knowledge - DataFlair","description":"Artificial Intelligence Interview Questions-Answers-Interview questions for Artificial Intelligence, crack AI Interview & Learn AI, AI jobs","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/","og_locale":"en_US","og_type":"article","og_title":"Artificial Intelligence Interview Questions-Answers - Grab the Knowledge - DataFlair","og_description":"Artificial Intelligence Interview Questions-Answers-Interview questions for Artificial Intelligence, crack AI Interview & Learn AI, AI jobs","og_url":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/","og_site_name":"DataFlair","article_publisher":"https:\/\/www.facebook.com\/DataFlairWS\/","article_published_time":"2018-02-23T05:24:24+00:00","article_modified_time":"2025-07-28T09:28:35+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg","type":"image\/jpeg"}],"author":"DataFlair Team","twitter_card":"summary_large_image","twitter_creator":"@DataFlairWS","twitter_site":"@DataFlairWS","twitter_misc":{"Written by":"DataFlair Team","Est. reading time":"17 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#article","isPartOf":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/"},"author":{"name":"DataFlair Team","@id":"https:\/\/data-flair.training\/blogs\/#\/schema\/person\/beb0cab24b7aa54423a3b50e669a9dcd"},"headline":"Artificial Intelligence Interview Questions-Answers &#8211; Grab the Knowledge","datePublished":"2018-02-23T05:24:24+00:00","dateModified":"2025-07-28T09:28:35+00:00","mainEntityOfPage":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/"},"wordCount":3826,"commentCount":0,"publisher":{"@id":"https:\/\/data-flair.training\/blogs\/#organization"},"image":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#primaryimage"},"thumbnailUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg","keywords":["AI Interview Questions","Artificial Intelligence Interview questions","Artificial intelligence questions","Best Artificial Intelligence Interview Questions Answers","Interview Questions for Artificial Intelligence"],"articleSection":["Artificial Intelligence Tutorials"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/","url":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/","name":"Artificial Intelligence Interview Questions-Answers - Grab the Knowledge - DataFlair","isPartOf":{"@id":"https:\/\/data-flair.training\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#primaryimage"},"image":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#primaryimage"},"thumbnailUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg","datePublished":"2018-02-23T05:24:24+00:00","dateModified":"2025-07-28T09:28:35+00:00","description":"Artificial Intelligence Interview Questions-Answers-Interview questions for Artificial Intelligence, crack AI Interview & Learn AI, AI jobs","breadcrumb":{"@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#primaryimage","url":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg","contentUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/02\/Artificial-Intelligence-Interview-Questions-and-Answers-1.jpg","width":1200,"height":628,"caption":"Artificial Intelligence Interview Questions-Answers- Part-2"},{"@type":"BreadcrumbList","@id":"https:\/\/data-flair.training\/blogs\/artificial-intelligence-interview-questions-answers\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog Home","item":"https:\/\/data-flair.training\/blogs\/"},{"@type":"ListItem","position":2,"name":"Artificial Intelligence Tutorials","item":"https:\/\/data-flair.training\/blogs\/category\/artificial-intelligence\/"},{"@type":"ListItem","position":3,"name":"Artificial Intelligence Interview Questions-Answers &#8211; Grab the Knowledge"}]},{"@type":"WebSite","@id":"https:\/\/data-flair.training\/blogs\/#website","url":"https:\/\/data-flair.training\/blogs\/","name":"DataFlair","description":"Learn Today. Lead Tomorrow.","publisher":{"@id":"https:\/\/data-flair.training\/blogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/data-flair.training\/blogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/data-flair.training\/blogs\/#organization","name":"DataFlair","url":"https:\/\/data-flair.training\/blogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/data-flair.training\/blogs\/#\/schema\/logo\/image\/","url":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2016\/07\/Data-Flair.png","contentUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2016\/07\/Data-Flair.png","width":106,"height":48,"caption":"DataFlair"},"image":{"@id":"https:\/\/data-flair.training\/blogs\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataFlairWS\/","https:\/\/x.com\/DataFlairWS","https:\/\/www.linkedin.com\/company\/dataflair-web-services-pvt-ltd\/","https:\/\/www.youtube.com\/user\/DataFlairWS"]},{"@type":"Person","@id":"https:\/\/data-flair.training\/blogs\/#\/schema\/person\/beb0cab24b7aa54423a3b50e669a9dcd","name":"DataFlair Team","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/c322416204232f4dd97ef3901b0a499a5d34d7ba7fe333f4bfe53a907873d293?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/c322416204232f4dd97ef3901b0a499a5d34d7ba7fe333f4bfe53a907873d293?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c322416204232f4dd97ef3901b0a499a5d34d7ba7fe333f4bfe53a907873d293?s=96&d=mm&r=g","caption":"DataFlair Team"},"description":"DataFlair Team specializes in creating clear, actionable content on programming, Java, Python, C++, DSA, AI, ML, data Science, Android, Flutter, MERN, Web Development, and technology. Backed by industry expertise, we make learning easy and career-oriented for beginners and pros alike.","url":"https:\/\/data-flair.training\/blogs\/author\/dfteam3\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/9017","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/comments?post=9017"}],"version-history":[{"count":2,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/9017\/revisions"}],"predecessor-version":[{"id":146213,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/9017\/revisions\/146213"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/media\/9110"}],"wp:attachment":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/media?parent=9017"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/categories?post=9017"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/tags?post=9017"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}