

{"id":64315,"date":"2019-08-07T18:28:01","date_gmt":"2019-08-07T12:58:01","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?page_id=64315"},"modified":"2024-11-22T22:40:10","modified_gmt":"2024-11-22T17:10:10","slug":"big-data-tutorials-home","status":"publish","type":"page","link":"https:\/\/data-flair.training\/blogs\/big-data-tutorials-home\/","title":{"rendered":"Big Data Tutorial \u2013 Learn Big Data from Scratch"},"content":{"rendered":"<div id=\"pl-64315\"  class=\"panel-layout\" ><div id=\"pg-64315-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-0-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"0\" >\t\t\t<div class=\"textwidget\"><h1 class=\"tutorial-heading\">Big Data Tutorial &#8211; Learn Big Data from Scratch and Become a Pro<\/h1>\n<p>Are you ready to embark on a journey to unlock the secrets of Big Data? Our Big Data tutorial is the perfect starting point for anyone looking to master the art of big data analysis. Imagine being able to process, analyze and visualize vast amounts of data with ease. Imagine being able to turn data into actionable insights that drive business success. With our comprehensive tutorial, you&#8217;ll learn how to do just that.<\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pg-64315-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-1-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"1\" >\t\t\t<div class=\"textwidget\"><h2 class=\"tutorial-heading\">What is Big Data?<\/h2>\n<p>Big Data is the data which cannot be managed using traditional databases. Here is Gartner\u2019s definition: The Data sets with huge volume, generated in different varieties with high velocity is termed as Big Data. These are considered as 3 Vs of Big Data.<\/p>\n<p>These humongous volumes of data can be used to generate advanced patterns &amp; address business problems you wouldn\u2019t have been able to handle earlier.<\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-64315-1-1\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-1-1-0\" class=\"so-panel widget widget_media_image panel-first-child panel-last-child\" data-index=\"2\" ><img loading=\"lazy\" decoding=\"async\" width=\"146\" height=\"160\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2023\/01\/big-data-logo-height-160.webp\" class=\"image wp-image-111700  attachment-full size-full\" alt=\"big data tutorial\" style=\"max-width: 100%; height: auto;\" \/><\/div><\/div><\/div><div id=\"pg-64315-2\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-2-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"3\" >\t\t\t<div class=\"textwidget\"><h1 class=\"tutorial-heading\">Start Learning Big Data<\/h1>\n<p>Explore these FREE Big Data tutorials and master the different technologies of Big Data. Choose where to begin, learn at your own pace:<\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pg-64315-3\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-3-0-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"4\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-3-0-0\" >\t\t\t<div class=\"textwidget\"><h4>Beginner<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/what-is-big-data\/\" target=\"_blank\" rel=\"noopener\">What is Big Data?<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-history-use-cases\/\" target=\"_blank\" rel=\"noopener\">Big Data History and Use Cases<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/benefits-of-big-data\/\" target=\"_blank\" rel=\"noopener\">Benefits of Big Data <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/why-learn-big-data\/\" target=\"_blank\" rel=\"noopener\">Why Learn Big Data? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/top-big-data-tools\/\" target=\"_blank\" rel=\"noopener\">Top Big Data Tools <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/why-big-data-is-popular\/\" target=\"_blank\" rel=\"noopener\">Why Big Data is popular? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/rise-of-big-data\/\" target=\"_blank\" rel=\"noopener\">Rise of Big Data<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-career-path\/\" target=\"_blank\" rel=\"noopener\">Big Data Career Path<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/why-choose-career-in-big-data\/\" target=\"_blank\" rel=\"noopener\">Why choose a Career in Big Data? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/careers-job-roles-big-data-comprehensive-guide\/\" target=\"_blank\" rel=\"noopener\">Careers and Job Roles in Big Data <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-job-roles\/\" target=\"_blank\" rel=\"noopener\">Big Data Job Roles<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/switch-career-to-big-data\/\" target=\"_blank\" rel=\"noopener\">Switch your career to Big Data<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-developer-skills\/\" target=\"_blank\" rel=\"noopener\">Big Data Developer Skills <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-use-cases-case-studies-hadoop-spark-flink\/\" target=\"_blank\" rel=\"noopener\">Big Data Use Cases \u2013 Hadoop, Spark and Flink <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-flink-big-data-unified-platform\/\" target=\"_blank\" rel=\"noopener\">Apache Flink \u2013 A Big Data Platform<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-ai-farming-budget\/\" target=\"_blank\" rel=\"noopener\">Big Data for Union Budget<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-3-0-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"5\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-3-0-1\" >\t\t\t<div class=\"textwidget\"><h4>Intermediate<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-case-studies\/\" target=\"_blank\" rel=\"noopener\">Big Data Case Studies<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/vs-of-big-data-introduction\/\" target=\"_blank\" rel=\"noopener\">Vulnerability \u2013 Introducing 10th V of Big Data<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/lambda-architecture\/\" target=\"_blank\" rel=\"noopener\">Lambda Architecture <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-and-cloud-computing-comprehensive-guide\/\" target=\"_blank\" rel=\"noopener\">Big Data And Cloud Computing <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/best-big-data-analytics-tools\/\" target=\"_blank\" rel=\"noopener\">Big Data Analytics Tools <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-fresher-career\/\" target=\"_blank\" rel=\"noopener\">Big Data Fresher Career<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-64315-3-1\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-3-1-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"6\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-3-1-0\" >\t\t\t<div class=\"textwidget\"><h4>Expert<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-trends\/\" target=\"_blank\" rel=\"noopener\">Big Data Trends<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/data-science-big-data-quotes\/\" target=\"_blank\" rel=\"noopener\">Big Data Quotes <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-vs-cloud-computing\/\" target=\"_blank\" rel=\"noopener\">Cloud Computing Vs Big Data<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/use-big-data-and-cloud-computing\/\" target=\"_blank\" rel=\"noopener\">Use of Big Data and Cloud Computing <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/switch-from-java-to-big-data\/\" target=\"_blank\" rel=\"noopener\">Why You Should Move From Java to Big Data?<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/salesforce-tableau-big-deal\/\" target=\"_blank\" rel=\"noopener\">Why Salesforce has acquired Tableau?<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/mainframe-to-big-data\/\" target=\"_blank\" rel=\"noopener\">Mainframe to Big Data <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-3-1-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"7\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-3-1-1\" >\t\t\t<div class=\"textwidget\"><h4>Big Data Applications<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-applications\/\" target=\"_blank\" rel=\"noopener\">Big Data Applications <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-applications-various-domains\/\" target=\"_blank\" rel=\"noopener\">Big Data Applications in Various Domains<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-wildlife-conservation\/\" target=\"_blank\" rel=\"noopener\">Big Data is Helping in Wildlife Conservation<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-agriculture\/\" target=\"_blank\" rel=\"noopener\">Big Data in Agriculture <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-education-sector\/\" target=\"_blank\" rel=\"noopener\">Big Data in Education Sector<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-education\/\" target=\"_blank\" rel=\"noopener\">Big Data in Education <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-travel-industry\/\" target=\"_blank\" rel=\"noopener\">Big Data in Travel Industry <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-telecom-industry\/\" target=\"_blank\" rel=\"noopener\">Big Data in Telecom Industry<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-healthcare-applications\/\" target=\"_blank\" rel=\"noopener\">Big Data in Healthcare <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-retail-industry-real-world-uses-examples\/\" target=\"_blank\" rel=\"noopener\">Big Data in Retail Industry Real World uses<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-retail-industry\/\" target=\"_blank\" rel=\"noopener\">Big Data in retail industry? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-income-tax\/\" target=\"_blank\" rel=\"noopener\">Big Data in Income Tax <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-at-flipkart\/\" target=\"_blank\" rel=\"noopener\">Big Data at Flipkart <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-application-in-banking-sector\/\" target=\"_blank\" rel=\"noopener\">Big Data in Banking Sector<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-banking\/\" target=\"_blank\" rel=\"noopener\">Big Data in Banking <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-media-and-entertainment\/\" target=\"_blank\" rel=\"noopener\">Big Data in Media and Entertainment<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-in-automobile-industry\/\" target=\"_blank\" rel=\"noopener\">Big Data in Automobile Industry<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-64315-4\"  class=\"panel-grid panel-has-style\" ><div class=\"set-margin panel-row-style panel-row-style-for-64315-4\" ><div id=\"pgc-64315-4-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-4-0-0\" class=\"so-panel widget widget_siteorigin-panels-builder panel-first-child panel-last-child\" data-index=\"8\" ><div id=\"pl-w6740baf2e4544\"  class=\"panel-layout\" ><div id=\"pg-w6740baf2e4544-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w6740baf2e4544-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w6740baf2e4544-0-0-0\" class=\"so-panel widget widget_siteorigin-panels-builder panel-first-child panel-last-child\" data-index=\"0\" ><div id=\"pl-w650ac252df99c\"  class=\"panel-layout\" ><div id=\"pg-w650ac252df99c-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w650ac252df99c-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w650ac252df99c-0-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"0\" >\t\t\t<div class=\"textwidget\"><p><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-tutorials-home\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"blogshadow aligncenter wp-image-67011 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-Tutorial-Series-New.jpg\" alt=\"Hadoop Tutorial Series\" width=\"280\" height=\"147\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-Tutorial-Series-New.jpg 280w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-Tutorial-Series-New-150x79.jpg 150w\" sizes=\"auto, (max-width: 280px) 100vw, 280px\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-w650ac252df99c-0-1\"  class=\"panel-grid-cell\" ><div id=\"panel-w650ac252df99c-0-1-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"1\" >\t\t\t<div class=\"textwidget\"><p><a href=\"https:\/\/data-flair.training\/blogs\/spark-tutorials-home\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" class=\"blogshadow aligncenter wp-image-67012 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-Tutorial-Series-New.jpg\" alt=\"Spark Tutorial Series\" width=\"280\" height=\"147\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-Tutorial-Series-New.jpg 280w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-Tutorial-Series-New-150x79.jpg 150w\" sizes=\"auto, (max-width: 280px) 100vw, 280px\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-w650ac252df99c-0-2\"  class=\"panel-grid-cell\" ><div id=\"panel-w650ac252df99c-0-2-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"2\" >\t\t\t<div class=\"textwidget\"><p><a href=\"https:\/\/data-flair.training\/blogs\/flink-tutorials-home\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" class=\"blogshadow aligncenter wp-image-67013 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Flink-Tutorial-Series-New.jpg\" alt=\"Flink Tutorial Series\" width=\"280\" height=\"147\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Flink-Tutorial-Series-New.jpg 280w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Flink-Tutorial-Series-New-150x79.jpg 150w\" sizes=\"auto, (max-width: 280px) 100vw, 280px\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-w650ac252df99c-0-3\"  class=\"panel-grid-cell\" ><div id=\"panel-w650ac252df99c-0-3-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"3\" >\t\t\t<div class=\"textwidget\"><p><a href=\"https:\/\/data-flair.training\/blogs\/kafka-tutorials-home\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" class=\"blogshadow aligncenter wp-image-67014 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Kafka-Tutorial-Series-New.jpg\" alt=\"Kafka Tutorial Series\" width=\"280\" height=\"147\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Kafka-Tutorial-Series-New.jpg 280w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Kafka-Tutorial-Series-New-150x79.jpg 150w\" sizes=\"auto, (max-width: 280px) 100vw, 280px\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-64315-5\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-5-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-5-0-0\" class=\"so-panel widget widget_media_image panel-first-child panel-last-child\" data-index=\"9\" ><img loading=\"lazy\" decoding=\"async\" width=\"1684\" height=\"135\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3.jpg\" class=\"image wp-image-67121  attachment-full size-full\" alt=\"Hadoop Tutorial\" style=\"max-width: 100%; height: auto;\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3.jpg 1684w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3-150x12.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3-300x24.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3-768x62.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3-1024x82.jpg 1024w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Hadoop-long-image3-520x42.jpg 520w\" sizes=\"auto, (max-width: 1684px) 100vw, 1684px\" \/><\/div><\/div><\/div><div id=\"pg-64315-6\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-6-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-6-0-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"10\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-6-0-0\" >\t\t\t<div class=\"textwidget\"><h4>Hadoop Concepts<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-tutorial\/\" target=\"_blank\" rel=\"noopener\">Hadoop Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-history\/\" target=\"_blank\" rel=\"noopener\">History of Hadoop <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/what-is-new-in-hadoop-3\/\" target=\"_blank\" rel=\"noopener\">What is New in Hadoop 3? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/features-of-hadoop-and-design-principles\/\" target=\"_blank\" rel=\"noopener\">Features Of Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-ecosystem\/\" target=\"_blank\" rel=\"noopener\">Hadoop Ecosystem<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-architecture\/\" target=\"_blank\" rel=\"noopener\">Hadoop Architecture<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/advantages-and-disadvantages-of-hadoop\/\" target=\"_blank\" rel=\"noopener\">Advantages and Disadvantages <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-analytics-tools\/\" target=\"_blank\" rel=\"noopener\">Hadoop Analytics Tools <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/how-hadoop-works-internally\/\" target=\"_blank\" rel=\"noopener\">How Hadoop Works Internally <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/commands-in-hadoop\/\" target=\"_blank\" rel=\"noopener\">Hadoop Commands <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-getmerge-command\/\" target=\"_blank\" rel=\"noopener\">Hadoop getmerge Command <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-copyfromlocal-command\/\" target=\"_blank\" rel=\"noopener\">Hadoop copyFromLocal Command<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-high-availability\/\" target=\"_blank\" rel=\"noopener\">Hadoop High Availability <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-schedulers\/\" target=\"_blank\" rel=\"noopener\">Hadoop Schedulers<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-distributed-cache\/\" target=\"_blank\" rel=\"noopener\">Distributed Cache in Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-namenode-automatic-failover\/\" target=\"_blank\" rel=\"noopener\">Hadoop automatically Failover<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/13-limitations-of-hadoop\/\" target=\"_blank\" rel=\"noopener\">Limitations of Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hbase-compaction\/\" target=\"_blank\" rel=\"noopener\">HBase Compaction<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-2-6-multinode-cluster-setup\/\" target=\"_blank\" rel=\"noopener\">Hadoop 2.6 Multi Node Cluster<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-hadoop-cloudera-certifications\/\" target=\"_blank\" rel=\"noopener\">Spark Hadoop Cloudera Certifications<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-career\/\" target=\"_blank\" rel=\"noopener\">Hadoop Career Growth <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/future-of-hadoop\/\" target=\"_blank\" rel=\"noopener\">Future of Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-job-roles\/\" target=\"_blank\" rel=\"noopener\">Hadoop Job Roles <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-developer-salary\/\" target=\"_blank\" rel=\"noopener\">Hadoop Developer Salary <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-books\/\" target=\"_blank\" rel=\"noopener\">Hadoop Books<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/best-hadoop-books\/\" target=\"_blank\" rel=\"noopener\">Best Hadoop Books <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/best-hadoop-administration-books\/\" target=\"_blank\" rel=\"noopener\">Best Hadoop Administration Books <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-6-0-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"11\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-6-0-1\" >\t\t\t<div class=\"textwidget\"><h4>Hadoop Installation<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-on-single-machine\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop on Single Machine<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-on-ubuntu\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop on Ubuntu <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-on-centos\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop on Centos<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-pivotal-hadoop-v-2-cluster-in-production\/\" target=\"_blank\" rel=\"noopener\">Install Pivotal Hadoop v-2 Cluster in production<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-1-x-on-multi-node-cluster\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 1.x on multi-node cluster<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-2-installation\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 2 on Ubuntu <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-2-on-ubuntu\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 2 on Ubuntu 16.0.4 <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-2-with-yarn\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 2 with YARN <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-yarn-with-hadoop-2\/\" target=\"_blank\" rel=\"noopener\">Install YARN with Hadoop 2<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-hadoop-2-7-on-ubuntu\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 2.7 on Ubuntu <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/installation-of-hadoop-3-on-ubuntu\/\" target=\"_blank\" rel=\"noopener\">Install Hadoop 3 on Ubuntu <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-64315-6-1\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-6-1-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"12\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-6-1-0\" >\t\t\t<div class=\"textwidget\"><h4>Hadoop Advanced Concepts<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-ecosystem-infographic\/\" target=\"_blank\" rel=\"noopener\">Hadoop Ecosystem Infographic <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-ecosystem-components\/\" target=\"_blank\" rel=\"noopener\">Hadoop Ecosystem <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-security\/\" target=\"_blank\" rel=\"noopener\">Introduction to Hadoop Security <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-mapreduce-tutorial\/\" target=\"_blank\" rel=\"noopener\">Hadoop MapReduce Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/kafka-hadoop-integration\/\" target=\"_blank\" rel=\"noopener\">Kafka Hadoop Integration<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-use-cases-case-studies-hadoop-spark-flink\/\" target=\"_blank\" rel=\"noopener\">Big Data Use Cases \u2013 Case Studies<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/what-is-hadoop-cluster\/\" target=\"_blank\" rel=\"noopener\">What is Hadoop Cluster? <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-cluster\/\" target=\"_blank\" rel=\"noopener\">Hadoop Cluster <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-streaming\/\" target=\"_blank\" rel=\"noopener\">Hadoop Streaming<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-mapper-in-mapreduce\/\" target=\"_blank\" rel=\"noopener\">Hadoop Mapper in MapReduce <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-terminologies-hadoop-concepts-you-must-know\/\" target=\"_blank\" rel=\"noopener\">Big Data Terminologies <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-applications\/\" target=\"_blank\" rel=\"noopener\">Hadoop Applications<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-and-data-warehouse\/\" target=\"_blank\" rel=\"noopener\">Hadoop and Data Warehouse <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/why-hadoop\/\" target=\"_blank\" rel=\"noopener\">Why Hadoop is Important?<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-hadoop-job-opportunities\/\" target=\"_blank\" rel=\"noopener\">Big Data and Hadoop Job Opportunities<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/setup-hadoop-cdh3-on-ubuntu-single-node-cluster\/\" target=\"_blank\" rel=\"noopener\">Setup Hadoop CDH3 on Ubuntu <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-6-1-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"13\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-6-1-1\" >\t\t\t<div class=\"textwidget\"><h4>Comparison<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-2-vs-hadoop-3\/\" target=\"_blank\" rel=\"noopener\">Hadoop 2 vs Hadoop 3 <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/r-hadoop-integration\/\" target=\"_blank\" rel=\"noopener\">R and Hadoop Integration <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-vs-cassandra\/\" target=\"_blank\" rel=\"noopener\">Hadoop vs Cassandra <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-vs-spark-vs-flink\/\" target=\"_blank\" rel=\"noopener\">Hadoop vs Spark vs Flink<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-2-x-vs-hadoop-3-x-comparison\/\" target=\"_blank\" rel=\"noopener\">Hadoop 2.x vs Hadoop 3.x<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-64315-7\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-7-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-7-0-0\" class=\"so-panel widget widget_media_image panel-first-child panel-last-child\" data-index=\"14\" ><a href=\"https:\/\/data-flair.training\/blogs\/spark-tutorials-home\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1684\" height=\"135\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2.jpg\" class=\"image wp-image-67120  attachment-full size-full\" alt=\"Spark long image2\" style=\"max-width: 100%; height: auto;\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2.jpg 1684w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2-150x12.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2-300x24.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2-768x62.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2-1024x82.jpg 1024w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2019\/08\/Spark-long-image2-520x42.jpg 520w\" sizes=\"auto, (max-width: 1684px) 100vw, 1684px\" \/><\/a><\/div><\/div><\/div><div id=\"pg-64315-8\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-64315-8-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-8-0-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"15\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-0-0\" >\t\t\t<div class=\"textwidget\"><h4>Apache Spark Concepts<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/introduction-to-apache-spark-video-tutorial\/\" target=\"_blank\" rel=\"noopener\">Introduction to Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/what-is-apache-spark\/\" target=\"_blank\" rel=\"noopener\">What is Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/what-is-spark\/\" target=\"_blank\" rel=\"noopener\">What is Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-spark-ubuntu\/\" target=\"_blank\" rel=\"noopener\">Install Spark On Ubuntu<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-installation-standalone-mode\/\" target=\"_blank\" rel=\"noopener\">Spark Installation in Standalone Mode <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/install-apache-spark-multi-node-cluster\/\" target=\"_blank\" rel=\"noopener\">Install Apache Spark on Multi-Node Cluster<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-terminologies-concepts-you-must-know\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Terminologies <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-ecosystem-components\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Ecosystem <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/how-apache-spark-works\/\" target=\"_blank\" rel=\"noopener\">How Apache Spark Works <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/reasons-to-learn-apache-spark\/\" target=\"_blank\" rel=\"noopener\">Reasons To Learn Apache Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-features\/\" target=\"_blank\" rel=\"noopener\">Features of Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/scala-spark-shell-commands\/\" target=\"_blank\" rel=\"noopener\">Spark Shell Commands <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/learn-apache-spark-sparkcontext\/\" target=\"_blank\" rel=\"noopener\">SparkContext <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-notes\/\" target=\"_blank\" rel=\"noopener\">Spark Notes <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/best-apache-spark-scala-books\/\" target=\"_blank\" rel=\"noopener\">Apache Spark and Scala Books <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-careers-job-opportunity\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Careers and Job Opportunities<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-0-1\" class=\"so-panel widget widget_text\" data-index=\"16\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-0-1\" >\t\t\t<div class=\"textwidget\"><h4>Spark RDD<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-rdd-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark RDD <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-rdd-persistence-caching\/\" target=\"_blank\" rel=\"noopener\">RDD Persistence and Caching<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-rdd-features\/\" target=\"_blank\" rel=\"noopener\">Features of Spark RDD <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-rdd-limitations\/\" target=\"_blank\" rel=\"noopener\">Limitations of RDD<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-rdd-operations-transformations-actions\/\" target=\"_blank\" rel=\"noopener\">Spark RDD Operations-Transformation &amp; Action <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/rdd-lineage\/\" target=\"_blank\" rel=\"noopener\">RDD lineage in Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/create-rdds-in-apache-spark\/\" target=\"_blank\" rel=\"noopener\">RDDs in Apache Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-paired-rdd\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Paired RDD<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-0-2\" class=\"so-panel widget widget_text\" data-index=\"17\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-0-2\" >\t\t\t<div class=\"textwidget\"><h4>Spark SQL<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-sql-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark SQL Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-sql\/\" target=\"_blank\" rel=\"noopener\">Apache Spark SQL Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-sql-features\/\" target=\"_blank\" rel=\"noopener\">Spark SQL Features <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-sql-dataframe-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark SQL DataFrame Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-sql-optimization\/\" target=\"_blank\" rel=\"noopener\">Spark SQL Optimization<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-sql-performance-tuning\/\" target=\"_blank\" rel=\"noopener\">Spark SQL Performance Tuning <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-0-3\" class=\"so-panel widget widget_text\" data-index=\"18\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-0-3\" >\t\t\t<div class=\"textwidget\"><h4>Intermediate<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-in-memory-computing\/\" target=\"_blank\" rel=\"noopener\">Spark In-Memory Computing <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-lazy-evaluation\/\" target=\"_blank\" rel=\"noopener\">Lazy Evaluation in Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/fault-tolerance-in-apache-spark\/\" target=\"_blank\" rel=\"noopener\">Fault tolerance in Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/dag-in-apache-spark\/\" target=\"_blank\" rel=\"noopener\">DAG in Apache Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-cluster-managers-tutorial\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Cluster Managers<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-hadoop-compatibility\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Compatibility with Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-performance-tuning\/\" target=\"_blank\" rel=\"noopener\">Spark Performance Tuning<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-executor\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Executor <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-stage\/\" target=\"_blank\" rel=\"noopener\">Spark Stage<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/limitations-of-apache-spark\/\" target=\"_blank\" rel=\"noopener\">Limitations of Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/data-type-mapping-between-r-and-spark\/\" target=\"_blank\" rel=\"noopener\">Data Type Mapping Between R and Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-mesos-tutorial\/\" target=\"_blank\" rel=\"noopener\">Apache Mesos Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-mesos-books\/\" target=\"_blank\" rel=\"noopener\">Apache Mesos Books <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-dataset-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark Dataset Tutorial <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-use-cases\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Use Cases<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/big-data-use-cases-case-studies-hadoop-spark-flink\/\" target=\"_blank\" rel=\"noopener\">Big Data Use Cases \u2013 Hadoop, Spark and Flink Case Studies<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-certifications\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Certifications <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-0-4\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"19\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-0-4\" >\t\t\t<div class=\"textwidget\"><h4>About SparkR<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/sparkr\/\" target=\"_blank\" rel=\"noopener\">SparkR in Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/sparksession-and-rstudio\/\" target=\"_blank\" rel=\"noopener\">Using Sparksession or RStudio<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/sparkr-dataframe\/\" target=\"_blank\" rel=\"noopener\">SparkR DataFrame <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/create-sparkdataframes\/\" target=\"_blank\" rel=\"noopener\">Ways to Create SparkDataFrames<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/structured-streaming-in-sparkr\/\" target=\"_blank\" rel=\"noopener\">Structured Streaming in SparkR<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><div id=\"pgc-64315-8-1\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-8-1-0\" class=\"so-panel widget widget_text panel-first-child\" data-index=\"20\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-1-0\" >\t\t\t<div class=\"textwidget\"><h4>Advanced Concepts<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-streaming-tutorial\/\" target=\"_blank\" rel=\"noopener\">Spark Streaming Tutorial<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-dstream-discretized-streams\/\" target=\"_blank\" rel=\"noopener\">Apache Spark DStream (Discretized Streams)<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-streaming-transformation-operations\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Streaming Transformation Operations<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-streaming-checkpoint\/\" target=\"_blank\" rel=\"noopener\">Spark Streaming Checkpoint <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/graphx-api-spark\/\" target=\"_blank\" rel=\"noopener\">GraphX API in Apache Spark<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-graphx-features\/\" target=\"_blank\" rel=\"noopener\">Spark GraphX Features <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-machine-learning-with-r\/\" target=\"_blank\" rel=\"noopener\">Spark Machine Learning with R<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-mllib\/\" target=\"_blank\" rel=\"noopener\">Apache Spark MLlib Algorithms<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-mllib-data-types\/\" target=\"_blank\" rel=\"noopener\">Spark MLlib Data Types<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-machine-learning-algorithm\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Machine Learning Algorithm <\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-1-1\" class=\"so-panel widget widget_text\" data-index=\"21\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-1-1\" >\t\t\t<div class=\"textwidget\"><h4>Comparison<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-map-vs-flatmap\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Map vs FlatMap <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/batch-processing-vs-real-time-processing\/\" target=\"_blank\" rel=\"noopener\">Batch Processing vs Real Time Processing <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/comparison-apache-flink-vs-apache-spark\/\" target=\"_blank\" rel=\"noopener\">Apache Flink vs Apache Spark <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/hadoop-vs-spark-vs-flink\/\" target=\"_blank\" rel=\"noopener\">Hadoop vs Spark vs Flink <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-vs-hadoop-mapreduce\/\" target=\"_blank\" rel=\"noopener\">Apache Spark vs Hadoop MapReduce <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-storm-vs-spark-streaming\/\" target=\"_blank\" rel=\"noopener\">Apache Storm vs Spark Streaming <\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-hive-vs-spark-sql\/\" target=\"_blank\" rel=\"noopener\">Apache Hive vs Spark SQL<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-rdd-vs-dataframe-vs-dataset\/\" target=\"_blank\" rel=\"noopener\">Apache Spark RDD vs DataFrame vs DataSet<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-1-2\" class=\"so-panel widget widget_text\" data-index=\"22\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-1-2\" >\t\t\t<div class=\"textwidget\"><h4>Spark Project<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/create-spark-scala-project\/\" target=\"_blank\" rel=\"noopener\">Spark Project in Scala With Eclipse Without Maven<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-1-3\" class=\"so-panel widget widget_text\" data-index=\"23\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-1-3\" >\t\t\t<div class=\"textwidget\"><h4>Spark Interview Questions <\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-interview-questions-answers\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Interview Questions and Answers Part &#8211; 1<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-interview-questions\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Interview Questions and Answers Part &#8211; 2<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-interview-questions-and-answers\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Interview Questions and Answers Part &#8211; 3<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-interview-questions\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Interview Questions and Answers Part &#8211; 4<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><div id=\"panel-64315-8-1-4\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"24\" ><div class=\"tutorial-heading panel-widget-style panel-widget-style-for-64315-8-1-4\" >\t\t\t<div class=\"textwidget\"><h4>Apache Spark Quizzes<\/h4>\n<ul class=\"tutHomeList starBefore listStyle\">\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-online-quiz-part-1\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 1<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-quiz-questions-part-2\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 2<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-mcqs-part-3\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 3<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-online-quiz-part-4\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 4<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/apache-spark-multiple-choice-questions\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 5<\/a><\/li>\n<li><a href=\"https:\/\/data-flair.training\/blogs\/spark-scala-quiz-part-6\/\" target=\"_blank\" rel=\"noopener\">Apache Spark Quiz Part &#8211; 6<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-64315-9\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-64315-9\" data-stretch-type=\"full\" ><div id=\"pgc-64315-9-0\"  class=\"panel-grid-cell\" ><div id=\"panel-64315-9-0-0\" class=\"so-panel widget widget_siteorigin-panels-builder panel-first-child panel-last-child\" data-index=\"25\" ><div id=\"pl-w6740baf2e467f\"  class=\"panel-layout\" ><div id=\"pg-w6740baf2e467f-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w6740baf2e467f-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w6740baf2e467f-0-0-0\" class=\"so-panel widget widget_siteorigin-panels-builder panel-first-child panel-last-child\" data-index=\"0\" ><div id=\"pl-w6740baf2e4684\"  class=\"panel-layout\" ><div id=\"pg-w6740baf2e4684-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w6740baf2e4684-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w6740baf2e4684-0-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"0\" >\t\t\t<div class=\"textwidget\"><h3>Exploring the Big Data world<\/h3>\n<p>Big Data, Big Opportunities: Master Big Data and Take Your Career to the Next Level with our FREE tutorials, practicals, case studies, Big Data interview questions and real-time Big Data projects!<\/p>\n<h4>History of Big Data<\/h4>\n<p>Roger Magoulas, in 2005, coined the term &#8216;Big Data&#8217;. In the same year, the development of Hadoop started. It is\u00a0an open-source framework that could process both structured and unstructured data. This was built on top of Google&#8217;s MapReduce and crafted by Yahoo!.\u00a0Today, the term Big Data pertains to the study and applications of data sets too complex for traditional data processing software to handle. This concept faces challenges in capturing data, data storage, data analysis, search, sharing, transfer, visualization, querying, updating, information privacy, and data source.<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n\t\t<\/div><\/div><div id=\"pgc-w6740baf2e4684-0-1\"  class=\"panel-grid-cell\" ><div id=\"panel-w6740baf2e4684-0-1-0\" class=\"so-panel widget widget_media_image panel-first-child\" data-index=\"1\" ><div class=\"panel-widget-style panel-widget-style-for-w6740baf2e4684-0-1-0\" ><img loading=\"lazy\" decoding=\"async\" width=\"260\" height=\"260\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas-300x300.png\" class=\"image wp-image-38223  attachment-260x260 size-260x260\" alt=\"Big Data Roger Magoulas\" style=\"max-width: 100%; height: auto;\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas-300x300.png 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas-150x150.png 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas-160x160.png 160w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas-320x320.png 320w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/magoulas.png 330w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/div><\/div><div id=\"panel-w6740baf2e4684-0-1-1\" class=\"so-panel widget widget_text panel-last-child\" data-index=\"2\" ><div class=\"panel-widget-style panel-widget-style-for-w6740baf2e4684-0-1-1\" >\t\t\t<div class=\"textwidget\"><p><em>Roger Magoulas<\/em><\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><div id=\"pg-w6740baf2e4684-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w6740baf2e4684-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w6740baf2e4684-1-0-0\" class=\"so-panel widget widget_text panel-first-child panel-last-child\" data-index=\"3\" >\t\t\t<div class=\"textwidget\"><h3>How to Become a Big Data Developer?<\/h3>\n<ul>\n<li>Understand the concept of big data and its importance in today&#8217;s world<\/li>\n<li>Learn the basics of big data technologies and platforms such as Hadoop and Spark<\/li>\n<li>Understand the different types of big data processing and analysis techniques, such as batch processing, real-time processing and machine learning<\/li>\n<li>Learn how to use big data visualization tools to communicate insights to stakeholders<\/li>\n<li>Learn how to handle and analyze large, complex and unstructured data sets<\/li>\n<li>Understand the importance of data ethics and how to handle sensitive information properly<\/li>\n<li>Stay updated with the latest developments and trends in the field of big data, such as deep learning and artificial intelligence<\/li>\n<li>Learn from experts in the big data field and gain hands-on experience working with real-world data sets.<\/li>\n<li>Practice working with different types of big data, such as structured and unstructured data, and different file formats such as CSV, JSON, and SQL databases<\/li>\n<li>Learn big data processing and analysis tools like Pig, Hive, and Impala<\/li>\n<li>Understand distributed computing and how to use it to process big data<\/li>\n<li>Learn different storage options for big data, such as HDFS and NoSQL databases<\/li>\n<li>Understand data lakes and how to create and manage them<\/li>\n<li>Learn big data streaming technologies such as Apache Kafka<\/li>\n<li>Learn data governance and data management best practices for big data<\/li>\n<\/ul>\n<h3>Why Should I Learn Big Data?<\/h3>\n<ul>\n<li><strong>High demand for big data professionals:<\/strong> With increasing volume of data, the demand for professionals with skills in big data technologies is increasing.<\/li>\n<li><strong>High earning potential:<\/strong> Professionals with big data skills often command high salaries, as they are in high demand and can help companies make better use of their data.<\/li>\n<li><strong>Opportunities for career advancement:<\/strong> Learning about big data can open up new career opportunities, such as data scientist, data analyst, and big data engineer, which often come with higher pay and more responsibility.<\/li>\n<li><strong>Better decision-making:<\/strong> Understanding big data can help organizations make better use of their data to make more informed decisions, which can lead to improved performance and competitiveness.<\/li>\n<li><strong>Better ability to understand the world around you:<\/strong> Understanding big data can give you a deeper understanding of the world around you and the ability to make sense of the vast amount of information that is available.<\/li>\n<li><strong>Better ability to make a difference:<\/strong> With the knowledge of big data, you can work in fields like healthcare, education, finance, transportation, and government to make a real difference in people\u2019s lives.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Big Data Tutorial &#8211; Learn Big Data from Scratch and Become a Pro Are you ready to embark on a journey to unlock the secrets of Big Data? Our Big Data tutorial is the&#46;&#46;&#46;<\/p>\n","protected":false},"author":610,"featured_media":120950,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-64315","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Big Data Tutorial \u2013 Learn Big Data from Scratch - DataFlair<\/title>\n<meta name=\"description\" content=\"Big Data Tutorial - Collection of 170+ tutorials to gain expertise in Big Data. 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