{"id":2335,"date":"2020-03-24T03:16:51","date_gmt":"2020-03-24T00:16:51","guid":{"rendered":"http:\/\/kusuaks7\/?p=1940"},"modified":"2023-12-25T13:51:24","modified_gmt":"2023-12-25T13:51:24","slug":"the-impact-of-python-how-it-could-rule-the-ai-world","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/the-impact-of-python-how-it-could-rule-the-ai-world\/","title":{"rendered":"The Impact of Python: How It Could Rule the AI World?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2335\" class=\"elementor elementor-2335\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2bea69ed elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bea69ed\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54601e4f\" data-id=\"54601e4f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4bb3131e elementor-widget elementor-widget-text-editor\" data-id=\"4bb3131e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tHold your head up high! The rise of artificial intelligence (AI) and machine learning (ML) are poised to bring a new era of civilization and not destroy them.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1692470 elementor-widget elementor-widget-text-editor\" data-id=\"1692470\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tYet, there\u2019s fear that technology will displace the current workers or tasks, and that\u2019s partly true. As predicted by researches, the speed at which AI is replacing jobs is bound to skyrocket, impacting the jobs of several workers such as factory workers, accountants, radiologists, paralegal, and truckers.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cd3811 elementor-widget elementor-widget-text-editor\" data-id=\"2cd3811\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tShuffling and transformation of jobs around the workforce are being witnessed, thanks to the technological epoch.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49cebee elementor-widget elementor-widget-text-editor\" data-id=\"49cebee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tBut hey, we\u2019re still far from Terminator.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d7b7e1 elementor-widget elementor-widget-heading\" data-id=\"6d7b7e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><strong>What can be the odds?<\/strong><\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07efc64 elementor-widget elementor-widget-text-editor\" data-id=\"07efc64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe fear is good, perhaps it is only a matter of time before AI and automation will replace the jobs of millions of tech professionals. A\u00a0<a href=\"https:\/\/www.weforum.org\/press\/2018\/09\/machines-will-do-more-tasks-than-humans-by-2025-but-robot-revolution-will-still-create-58-million-net-new-jobs-in-next-five-years\/\" target=\"_blank\" rel=\"noreferrer noopener\" label=\" (opens in a new tab)\" class=\"broken_link\">2018 report by the \u2018World Economic Forum\u2019<\/a>\u00a0suggested that around 75 million jobs will be displaced due to automation and AI in the next five years. The good news is, despite these many jobs will be replaced, at the same time, there will also be a creation of 133 million newer job roles for AI engineers and AI experts.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa91952 elementor-widget elementor-widget-text-editor\" data-id=\"fa91952\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSimply said, within the next five years, there will be near about 58 million newer job roles in the field of AI.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbe62a4 elementor-widget elementor-widget-text-editor\" data-id=\"dbe62a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tInstead of worrying about AI and automation stealing your job, you should be considering how you need to reshape your career.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcdf8d3 elementor-widget elementor-widget-heading\" data-id=\"bcdf8d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><strong>AI and ML in the workplace: How prepared are you for the impact?<\/strong><\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd47717 elementor-widget elementor-widget-text-editor\" data-id=\"dd47717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAI and machine learning projects are now leading every industry and sector into the future of technological advancements. The question is, what are the best ways for you to bring these experiences into reality? What are the programming languages that can be used for machine learning and AI?\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ac908d elementor-widget elementor-widget-text-editor\" data-id=\"0ac908d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThink ahead, you can start by considering Python for machine learning and AI.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14cb2ce elementor-widget elementor-widget-heading\" data-id=\"14cb2ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><strong>But why Python?<\/strong><\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad0ba2f elementor-widget elementor-widget-text-editor\" data-id=\"ad0ba2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPython is the foundational language for AI. However, the projects do differ from a traditional software project, thus, it is necessary to dive deeper into the subject. The crux of building an AI career is by learning Python \u2013 a programming language that is loved by all because it is both stable and flexible. It is now widely used for machine learning applications and why not, it has become one of the best choices across industries.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e81fa52 elementor-widget elementor-widget-text-editor\" data-id=\"e81fa52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOver here, we will list down why Python is the most preferred programming language by AI experts today:\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24ca889 elementor-widget elementor-widget-text-editor\" data-id=\"24ca889\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<em>Huge bundle of libraries\/frameworks<\/em>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5c49be elementor-widget elementor-widget-text-editor\" data-id=\"c5c49be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tIt is often a tricky task to choose what best fits while running an ML or an AI algorithm. It is crucial to have the right set of libraries, a well-structured environment for developers to come up with the best coding solution.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-665909a elementor-widget elementor-widget-text-editor\" data-id=\"665909a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tTo ease their development timings, most developers rely on Python libraries and frameworks. In a software library, there are already pre-written codes that the developers look up to solve programming challenges. This is where Python\u2019s pre-existing extensive set of libraries play a major role in providing them with the set of libraries and frameworks to choose from. To name a few are: \u2013\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e065a41 elementor-widget elementor-widget-text-editor\" data-id=\"e065a41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li>SciPy \u2013 advanced computing<\/li>\n \t<li>Keras \u2013 machine learning and deep learning models<\/li>\n \t<li>Scikit-learn \u2013 data modeling<\/li>\n \t<li>NumPy \u2013 data cleaning and data manipulation<\/li>\n \t<li>Seaborn \u2013 data visualization<\/li>\n \t<li>Caffe \u2013 image processing<\/li>\n \t<li>Pandas \u2013 general usage for analysis of data<\/li>\n \t<li>PyTorch \u2013 training deep learning models<\/li>\n \t<li>OpenCV \u2013 image processing<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4d518a elementor-widget elementor-widget-text-editor\" data-id=\"b4d518a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWith these solutions, it gets easier for the developer to develop your product faster. Even so, the development team needs to waste time finding the libraries that will best suit their project. They can always use an existing library for the implementation of further changes.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27ba72e elementor-widget elementor-widget-text-editor\" data-id=\"27ba72e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<em>Holds a strong community and wide popularity<\/em>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6ea546 elementor-widget elementor-widget-text-editor\" data-id=\"a6ea546\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAccording to a developer survey Stack Overflow (2018), Python was seen to be among the top most popular programming language amongst developers. This simply means, for every job that you seek in the job market, AI will always be one of the skillsets that they will look to hire for.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bde3c1 elementor-widget elementor-widget-text-editor\" data-id=\"8bde3c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tIt is also seen that there are nearly more than 140,000 online repositories that have custom-built software packages of Python. For instance, Python libraries such as SciPy, NumPy, and Matplotlib can easily be installed in a program that runs on Python.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9548e57 elementor-widget elementor-widget-text-editor\" data-id=\"9548e57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPython was pointed out to be 2019\u2019s 8<sup>th<\/sup>\u00a0fastest growing programming language with a growth rate of 151% year on year.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e03609f elementor-widget elementor-widget-text-editor\" data-id=\"e03609f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tNow, these packages used in machine learning helps\u00a0<a href=\"https:\/\/www.artiba.org\/blog\/the-artificial-intelligence-engineer-career-roadmap-all-you-need-to-know\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">AI engineers<\/a>\u00a0detect patterns from a large dataset. Python\u2019s popularity is widely known that even Google uses this language to crawl web pages. Pixar, an animation studio uses it to produce movies. Surprisingly, even Spotify uses Python for song recommendation.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-945951c elementor-widget elementor-widget-text-editor\" data-id=\"945951c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWithin the past years, Python has managed to grow its community worldwide. You can find multiple platforms and forums where machine learning solutions are shared. For every problem, you\u2019ve faced you\u2019ll always find there\u2019s already someone who has been through with the same problem. Thus, it is easy to find solutions and guidance through this community.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4a71b4 elementor-widget elementor-widget-text-editor\" data-id=\"d4a71b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<em>Platform-independent<\/em>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa39057 elementor-widget elementor-widget-text-editor\" data-id=\"fa39057\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThis simply means, a programming language or a framework allows developers to implement things on a single machine learning, and the same can be used on another machine learning without further changing anything. The best factor about Python is that it is a language that is platform-independent and is supported by several other platforms such as Windows, macOS, and Linux.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01af2e5 elementor-widget elementor-widget-text-editor\" data-id=\"01af2e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPython code can itself create a standalone program that is executable in most operating systems without even needing a Python interpreter.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-287e83a elementor-widget elementor-widget-text-editor\" data-id=\"287e83a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<em>Simple and most loved programming language<\/em>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de485de elementor-widget elementor-widget-text-editor\" data-id=\"de485de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPython is said to be the simplest and the most consistent programming language offering readable code. While there are complex algorithms that stand along with machine learning, Python\u2019s concise and easy readability allows\u00a0<a href=\"https:\/\/www.artiba.org\/the-artiba-edge\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">AI professionals<\/a>\u00a0to write easy systems that are reliable. This allows the developers to solve complex machine learning problems instead of dealing with technical issues of the language.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c713466 elementor-widget elementor-widget-text-editor\" data-id=\"c713466\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSo far Python is projected to be the only language that is easy for developers to learn. Some say Python is intuitive as compared to other programming languages. While others believe, it is due to the number of libraries Python offers that makes it suitable for all developers to use.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-281bfc6 elementor-widget elementor-widget-heading\" data-id=\"281bfc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3><strong>In conclusion<\/strong><\/h3><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bf6965 elementor-widget elementor-widget-text-editor\" data-id=\"8bf6965\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPython\u2019s power and ease of use has catapulted it to become one of the core languages to provide machine learning solutions. Moreover, AI and ML have been the biggest innovation so far ever since the launch of microchip, developing a career in this realm will pave a way toward the future of tomorrow.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Some say Python is intuitive as compared to other programming languages. While others believe, it is due to the number of libraries Python offers that makes it suitable for all developers to use. Python&rsquo;s power and ease of use has catapulted it to become one of the core languages to provide machine learning solutions. Moreover, AI and ML have been the biggest innovation so far ever since the launch of microchip, developing a career in this realm will pave a way toward the future of tomorrow.<\/p>\n","protected":false},"author":751,"featured_media":4061,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[187],"tags":[94],"ppma_author":[3602],"class_list":["post-2335","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata-cloud","tag-data-science"],"authors":[{"term_id":3602,"user_id":751,"is_guest":0,"slug":"michael-lyam","display_name":"Michael lyam","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2020\/04\/medium_cb9b2ffd-6087-47c4-85d6-9500ab4d3b23-150x150.jpg","user_url":"","last_name":"lyam","first_name":"Michael","job_title":"","description":"Michael lyam is a Freelance Writer, AI Enthusiast, Business &amp; Social Media Strategist."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2335","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/751"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=2335"}],"version-history":[{"count":6,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2335\/revisions"}],"predecessor-version":[{"id":35177,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2335\/revisions\/35177"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/4061"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=2335"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=2335"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=2335"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=2335"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}