

{"id":37780,"date":"2018-12-01T12:45:48","date_gmt":"2018-12-01T07:15:48","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=37780"},"modified":"2018-12-01T12:45:48","modified_gmt":"2018-12-01T07:15:48","slug":"docker-use-cases","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/","title":{"rendered":"Docker Use Cases: Learn When To Use Docker &amp; When Not"},"content":{"rendered":"<p><span style=\"font-weight: 400\">Today, we will <strong>See Docker<\/strong> Use Cases Tutorial. Moreover, we will look at for whom Docker is useful. Also, we will see when to use Docker and when not to use Docker. Along with this, we will look at the reason why Docker is useful.\u00a0<\/span><\/p>\n<p>So, let&#8217;s start the Docker Use Cases Tutorial.<\/p>\n<h2><span style=\"font-weight: 400\">Who is Docker for?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">On defining Docker, it is a tool which is designed to advantage both developers and system administrators, by making it a part of many DevOps toolchains. <\/span><\/p>\n<p><strong>For developers<\/strong><\/p>\n<p><span style=\"font-weight: 400\">Docker helps to focus on writing code even without worrying about the system that it will ultimately be running on. Moreover, it permits developers to get a head start by using one of the thousands of programs already designed to run in a <strong>Docker container<\/strong> as a part of their application.<\/span><\/p>\n<p><strong>For operations staff<\/strong><\/p>\n<p><span style=\"font-weight: 400\">Docker potentially reduces the number of systems needed and also offers gives flexibility due to its small footprint and lower overhead.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">Why is Docker Useful?<\/span><\/h2>\n<h3><span style=\"font-weight: 400\">i. Fast, consistent delivery of your applications<\/span><\/h3>\n<p><span style=\"font-weight: 400\">By allowing developers to work in standardized environments, Docker streamlines the development lifecycle, with the help of local containers that offer our applications and services as well. Moreover, for continuous integration and continuous delivery (CI\/CD) workflows, containers are great.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">ii. Responsive deployment and scaling<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Furthermore, the container-based platform of Docker permits for highly portable workloads. Its containers can run on several platforms like, \u00a0on physical or virtual machines in a data center, on a developer\u2019s local laptop, on cloud providers, or also in a mixture of environments.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In addition, due to the lightweight nature and portability of Docker, it is easy to manage workloads dynamically, scaling up or tearing down applications and services in near real time.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iii. Running more workloads on the same hardware<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Docker offers a viable, cost-effective alternative to hypervisor-based virtual machines because of its fast and lightweight nature, therefore we can use much of our compute capacity to achieve our business goals. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Also, we can say, for high-density environments as well as for small and medium deployments especially where we need to do more with fewer resources, Docker is perfect a right choice.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">When to Use Docker?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Here we are listing some scenarios where we can use Docker:<\/span><\/p>\n<h3><span style=\"font-weight: 400\">i. Learning new technologies<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Docker offers an isolated and disposable environment to get started with a new tool without spending time on installation and configuration. There are many projects which maintain Docker images with their applications those are already installed and configured. <\/span><\/p>\n<h3><span style=\"font-weight: 400\">ii. Basic use cases<\/span><\/h3>\n<p><span style=\"font-weight: 400\">If your application is basic or standard enough to work with a default Docker image, Pulling images from <strong>Docker Hub <\/strong>is also a good solution. <\/span><\/p>\n<p><span style=\"font-weight: 400\">There are some cases like using a reverse proxy, hosting a website using a LAMP stack, or setting up a Minecraft server often have an official or well-supported image present on the DockerHub. <\/span><\/p>\n<h3><span style=\"font-weight: 400\">iii. App isolation<\/span><\/h3>\n<p><span style=\"font-weight: 400\">keeping the components of each application in separate containers will prevent problems with dependency management if we want to run multiple applications on one server.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iv. Developer teams<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Docker provides a convenient way to have local development environments that closely match the production environment, if you have developers working with different setups, even without needing to ssh into a remote box.<\/span><\/p>\n<h1><span style=\"font-weight: 400\">Docker Use Cases<\/span><\/h1>\n<p><span style=\"font-weight: 400\">Now we are listing some of the Docker Use Cases which offers a consistent environment at low overhead by enabling technology of Docker:<\/span><\/p>\n<div id=\"attachment_37807\" style=\"width: 1212px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-37807\" class=\"size-full wp-image-37807\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01.jpg\" alt=\"Docker Use Cases\" width=\"1202\" height=\"630\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01.jpg 1202w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01-150x79.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01-300x157.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01-768x403.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01-1024x537.jpg 1024w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-01-520x273.jpg 520w\" sizes=\"auto, (max-width: 1202px) 100vw, 1202px\" \/><\/a><p id=\"caption-attachment-37807\" class=\"wp-caption-text\">Docker Use Cases<\/p><\/div>\n<h3><span style=\"font-weight: 400\">i. Simplifying Configuration<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Simplifying configuration is the primary use case of Docker. As VMs offers the ability to run any platform with its own config on top of our infrastructure, Docker also offers this same capability even without the overhead of a virtual machine. <\/span><\/p>\n<p><span style=\"font-weight: 400\">In addition, it helps to run our applications over multiple IaaS\/PaaS even without any extra tweaks. From Amazon to Google, every IaaS\/PaaS provider supports Docker now.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">ii. Code Pipeline Management<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Docker eases the code development and deployment pipeline and offers a consistent environment for the application from dev through production.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iii. Multi-tenancy<\/span><\/h3>\n<p><span style=\"font-weight: 400\">It is possible to use Docker in multi-tenant applications.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Basically, it was easy and inexpensive to create isolated environments using Docker especially for running multiple instances of app tiers for each tenant.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iv. Developer Productivity<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Basically, we need to achieve two major goals, in the development environment. First, we need the development environment to be as close as possible to produce. And, secondly, \u00a0we need the development environment to be as fast as possible for the interactive purpose.<\/span><\/p>\n<p><span style=\"font-weight: 400\">In order to attain the first goal, it is must that every service runs on its own VM to reflect how the production application runs. The low overhead of Docker easily permits a few dozen services to run inside different containers on the development environment that generally has a low memory capacity.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Further, to attain the next goal, we make use of docker\u2019s shared volumes to make the application code available to the container from the host OS. <\/span><\/p>\n<p><span style=\"font-weight: 400\">As a result, the developer is allowed to edit the source code from his platform &amp; editor of choice and also is able to see the changes right away as the applications run with the help of same source code by running environment set inside the Docker container.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">v. Server Consolidation<\/span><\/h3>\n<p><span style=\"font-weight: 400\">One of the Docker abilities, \u201cThe application isolation\u201d permits consolidating multiple servers to save on cost even without the memory footprint of multiple OSes as well as the ability to share unused memory across the instances. Well as compared to VMs, Docker offers far denser server consolidation.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">vi. Debugging Capabilities<\/span><\/h3>\n<p><span style=\"font-weight: 400\">There are many tools offered by Docker which are not necessarily specific to containers, yet, they work well with the concept of containers, like the ability to checkpoint containers and container versions, and also to diff two containers that are very useful in fixing an application.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">vii. Rapid Deployment<\/span><\/h3>\n<p><span style=\"font-weight: 400\">It is possible to create Docker containers in milliseconds. This is not achieved by booting up an OS but by creating containers and just running the application process. <\/span><\/p>\n<p><span style=\"font-weight: 400\">And, since \u00a0<strong>Docker images<\/strong> are immutable in nature they ensure us the peace of mind that things will work exactly the way they have been working or exactly they are supposed to work.<\/span><span style=\"font-weight: 400\"><br \/>\n<\/span><\/p>\n<h2><span style=\"font-weight: 400\">When Not to Use Docker?<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Well, we can\u2019t say that Docker is always the best solution because there are also times when it&#8217;s not. Few of those cases are:<\/span><\/p>\n<h3><span style=\"font-weight: 400\">i. Complicated \u00a0app and no sysadmin<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Basically, using a pre-made Dockerfile or pulling an existing image will not be sufficient for large or complicated applications. Because, editing, Building, and managing communication between multiple containers on multiple servers is quite a time-consuming task.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">ii. Performance is critical to your application<\/span><\/h3>\n<p><span style=\"font-weight: 400\">When it comes to performance, Docker shines compared to virtual machines due to the reason that containers share the host kernel and do not emulate a full operating system. Although, it does impose performance costs. <\/span><\/p>\n<p><span style=\"font-weight: 400\">Processes running on the native OS will run more quiet and fast in comparison to the process within a container. We may want to avoid Docker if we need to get the best possible performance out of your server.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iii. You don\u2019t want upgrade hassles<\/span><\/h3>\n<p><span style=\"font-weight: 400\">As it is a new technology so some work is still under development. Hence, we might have to update versions frequently, to get new features.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">iv. Security is critical to your application<\/span><\/h3>\n<p><span style=\"font-weight: 400\">Especially for more complicated applications, Docker\u2019s containerization approach raises its own security challenges. So, it requires attention from an experienced security engineer, even if these issues are solvable. <\/span><\/p>\n<h3><span style=\"font-weight: 400\">v. Multiple operating systems<\/span><\/h3>\n<p><span style=\"font-weight: 400\">If you want to run or test the same application on different operating systems, we will need to use virtual machines instead of Docker, since Docker containers share the host computer\u2019s operating system.<\/span><\/p>\n<p>So, this was all in Docker Use Cases. Hope you like our explanation.<\/p>\n<h2><span style=\"font-weight: 400\">Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Hence, we have seen all the best Docker Use Cases in detail. Also, we have discussed Docker use cases where we should not use Docker. Although, if any doubt occurs regarding Docker Use Cases, please mention in the comment section. <\/span><\/p>\n<p><span style=\"font-weight: 400\">We will definitely revert on that. Moreover, there are many more Docker articles in the queue, Keep Visiting, Keep Learning!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Today, we will See Docker Use Cases Tutorial. Moreover, we will look at for whom Docker is useful. Also, we will see when to use Docker and when not to use Docker. Along with&#46;&#46;&#46;<\/p>\n","protected":false},"author":6,"featured_media":37808,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16988],"tags":[16962,17071,17075,17073,17072,17074,17076],"class_list":["post-37780","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-docker","tag-docker-tutorial","tag-docker-use-cases","tag-use-cases-of-docker","tag-when-not-to-use-docker","tag-when-to-use-docker","tag-who-is-docker-for","tag-why-use-docker"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Docker Use Cases: Learn When To Use Docker &amp; When Not - DataFlair<\/title>\n<meta name=\"description\" content=\"Docker use Cases Tutorial,When to use Docker,When not to use Docker,what is Docker,Why use Docker,Use Cases of Docker, Scope of Docker\" \/>\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\/docker-use-cases\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Docker Use Cases: Learn When To Use Docker &amp; When Not - DataFlair\" \/>\n<meta property=\"og:description\" content=\"Docker use Cases Tutorial,When to use Docker,When not to use Docker,what is Docker,Why use Docker,Use Cases of Docker, Scope of Docker\" \/>\n<meta property=\"og:url\" content=\"https:\/\/data-flair.training\/blogs\/docker-use-cases\/\" \/>\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=\"2018-12-01T07:15:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1202\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\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=\"7 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Docker Use Cases: Learn When To Use Docker &amp; When Not - DataFlair","description":"Docker use Cases Tutorial,When to use Docker,When not to use Docker,what is Docker,Why use Docker,Use Cases of Docker, Scope of Docker","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\/docker-use-cases\/","og_locale":"en_US","og_type":"article","og_title":"Docker Use Cases: Learn When To Use Docker &amp; When Not - DataFlair","og_description":"Docker use Cases Tutorial,When to use Docker,When not to use Docker,what is Docker,Why use Docker,Use Cases of Docker, Scope of Docker","og_url":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/","og_site_name":"DataFlair","article_publisher":"https:\/\/www.facebook.com\/DataFlairWS\/","article_published_time":"2018-12-01T07:15:48+00:00","og_image":[{"width":1202,"height":630,"url":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.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":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#article","isPartOf":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/"},"author":{"name":"DataFlair Team","@id":"https:\/\/data-flair.training\/blogs\/#\/schema\/person\/2c58ecb4f73a39f0ef993f1ddfcd7b89"},"headline":"Docker Use Cases: Learn When To Use Docker &amp; When Not","datePublished":"2018-12-01T07:15:48+00:00","mainEntityOfPage":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/"},"wordCount":1391,"commentCount":0,"publisher":{"@id":"https:\/\/data-flair.training\/blogs\/#organization"},"image":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#primaryimage"},"thumbnailUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.jpg","keywords":["docker tutorial","Docker Use Cases","use cases of docker","When not to use Docker","When to use Docker","Who is Docker for","Why use Docker"],"articleSection":["Docker Tutorials"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/data-flair.training\/blogs\/docker-use-cases\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/","url":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/","name":"Docker Use Cases: Learn When To Use Docker &amp; When Not - DataFlair","isPartOf":{"@id":"https:\/\/data-flair.training\/blogs\/#website"},"primaryImageOfPage":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#primaryimage"},"image":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#primaryimage"},"thumbnailUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.jpg","datePublished":"2018-12-01T07:15:48+00:00","description":"Docker use Cases Tutorial,When to use Docker,When not to use Docker,what is Docker,Why use Docker,Use Cases of Docker, Scope of Docker","breadcrumb":{"@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/data-flair.training\/blogs\/docker-use-cases\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#primaryimage","url":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.jpg","contentUrl":"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/10\/Docker-Use-Cases-Tutorial-01.jpg","width":1202,"height":630,"caption":"Docker Use Cases: Learn When To Use Docker &amp; When Not"},{"@type":"BreadcrumbList","@id":"https:\/\/data-flair.training\/blogs\/docker-use-cases\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog Home","item":"https:\/\/data-flair.training\/blogs\/"},{"@type":"ListItem","position":2,"name":"Docker Tutorials","item":"https:\/\/data-flair.training\/blogs\/category\/docker\/"},{"@type":"ListItem","position":3,"name":"Docker Use Cases: Learn When To Use Docker &amp; When Not"}]},{"@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\/2c58ecb4f73a39f0ef993f1ddfcd7b89","name":"DataFlair Team","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/1ce4a0e3e542444fc73bbebf83e89e8b73e2d95ccb1fcee64da9945f078b97c5?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/1ce4a0e3e542444fc73bbebf83e89e8b73e2d95ccb1fcee64da9945f078b97c5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1ce4a0e3e542444fc73bbebf83e89e8b73e2d95ccb1fcee64da9945f078b97c5?s=96&d=mm&r=g","caption":"DataFlair Team"},"description":"The DataFlair Team provides industry-driven content on programming, Java, Python, C++, DSA, AI, ML, data Science, Android, Flutter, MERN, Web Development, and technology. Our expert educators focus on delivering value-packed, easy-to-follow resources for tech enthusiasts and professionals.","url":"https:\/\/data-flair.training\/blogs\/author\/dfteam2\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/37780","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\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/comments?post=37780"}],"version-history":[{"count":1,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/37780\/revisions"}],"predecessor-version":[{"id":145382,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/posts\/37780\/revisions\/145382"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/media\/37808"}],"wp:attachment":[{"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/media?parent=37780"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/categories?post=37780"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/data-flair.training\/blogs\/wp-json\/wp\/v2\/tags?post=37780"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}