{"id":9692,"date":"2021-12-24T11:18:29","date_gmt":"2021-12-24T11:18:29","guid":{"rendered":"https:\/\/blog.cloudthat.com\/?p=9692"},"modified":"2024-06-25T11:05:52","modified_gmt":"2024-06-25T11:05:52","slug":"a-complete-guide-dp-100-azure-data-scientist-associate-certification","status":"publish","type":"blog","link":"https:\/\/www.cloudthat.com\/resources\/blog\/a-complete-guide-dp-100-azure-data-scientist-associate-certification","title":{"rendered":"A Complete Guide: DP-100 Azure Data Scientist Associate Certification"},"content":{"rendered":"<table border=\"3\">\n<tbody>\n<tr>\n<td><span style=\"color: #000080;\"><strong>TABLE OF CONTENT<\/strong><\/span><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#Microsoft DP-100 Certification: An Overview\">Microsoft DP-100 Certification: An Overview\u00a0<\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#Why Take up the DP-100 Azure Data Scientist Certification: Motivational Factors\">Why Take up the DP-100 Azure Data Scientist Certification: Motivational Factors\u00a0<\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#How Helpful is the DP-100 Certification to Build a Career as a Data Scientist?\">How Helpful is the DP-100 Certification to Build a Career as a Data Scientist?<\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#All That You Must Know About Taking the DP-100 Exam\">All That You Must Know About Taking the DP-100 Exam\u00a0<\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#DP-100 Salary &amp; Career Path\">DP-100 Salary &amp; Career Path<\/a><\/td>\n<\/tr>\n<tr>\n<td><a href=\"#How\u00a0CloudThat's\u00a0Training Can Help You Get DP-100 Certified?\">How\u00a0CloudThat&#8217;s\u00a0Training Can Help You Get DP-100 Certified?<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h1 id=\"Microsoft DP-100 Certification: An Overview\">Microsoft DP-100 Certification: An Overview<\/h1>\n<p><span data-contrast=\"auto\">The DP-100 Azure Data Scientist Associate Certification exam measures your ability to accomplish the following technical tasks:\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Manage Azure resources for machine learning\u00a0<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Run experiments and train models\u00a0<\/span><span data-ccp-props=\"{&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Deploy and operationalize machine learning solutions<\/span><span data-ccp-props=\"{&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Implement responsible machine learning.<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240,&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<\/ul>\n<h1 id=\"&quot;Why\">Why Take up the DP-100 Azure Data Scientist<\/h1>\n<h1>Certification: Motivational Factors<\/h1>\n<p><span class=\"NormalTextRun BCX0 SCXW247845649\">This certificate is named &#8220;Microsoft Certified: Azure Data Scientist Associate&#8221; and is one of the top 15 Data Science certificatio<\/span><span class=\"NormalTextRun BCX0 SCXW247845649\">ns. This certification tests the candidates on Machine Learning, AI Solutions, Predictive Analytics, Natural Language Processing (NLP), Computer Vision. Some of the skills that you need to master are managing identities &amp; governance, configuring &amp; managing<\/span><span class=\"NormalTextRun BCX0 SCXW247845649\">\u00a0virtual networks, deploying &amp; managing resources, and implementing &amp; managing storage to pass this certification.<\/span><\/p>\n<h1 id=\"How Helpful is the DP-100 Certification to Build a Career as a Data Scientist?\">How Helpful is the DP-100 Certification to Build a Career as a Data Scientist?<\/h1>\n<p><span data-contrast=\"auto\">Those IT professionals, intending to develop their career in\u00a0Data Science and require recognition, may find that the\u00a0<\/span><a href=\"https:\/\/www.edusum.com\/microsoft\/microsoft-designing-and-implementing-data-science-solution-azure-exam-syllabus\"><b><span data-contrast=\"none\">Microsoft Certified &#8211; Azure Data Scientist Associate Exam<\/span><\/b><\/a><span data-contrast=\"auto\">\u00a0DP-100 is the\u00a0best course to begin with. This certification helps to hone skills of an IT professional who can work with the tools and applications which are used in Data Science and relevant fields under the Azure platform.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This certification also allows the IT professionals to function mainly as Azure Data Scientists one deploys machine learning workloads to the Azure platform. It includes designing and deploying an effective and flawless working environment to execute data experiments; train, manage and upgrade machine learning models.<\/span><\/p>\n<h1 id=\"All That You Must Know About Taking the DP-100 Exam\">All That You Must Know About Taking the DP-100 Exam<\/h1>\n<h1 id=\"DP-100 Salary &amp; Career Path\"><\/h1>\n<p><b><span data-contrast=\"auto\">How difficult is DP-100?<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In the DP-100 Exam, the candidate will assume the role of an Azure Data Scientist who uses knowledge of data science and machine learning to implement and run\u00a0ML workloads on Azure using the Azure Machine Learning Service. This involves planning and creating a suitable working environment for data science workloads, running data experiments, training predictive models, managing, and optimizing models, and deploying machine learning models into production. A lot of this makes the Exam DP-100 a little difficult.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Various enterprises are always looking for candidates who have effective communication skills and the ability to work in a team. In other words, a Data Scientist Associate would serve as a part of a multi-disciplinary team that will incorporate all the ethical, privacy, and governance considerations into any solution. So, make sure you are well equipped with these skills, before proceeding further.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The DP-100 is at an\u00a0<\/span><b><span data-contrast=\"auto\">intermediate<\/span><\/b><span data-contrast=\"auto\">\u00a0difficulty level. With relentless preparation, anyone can clear the exam on their 1st attempt. A word of caution is do not rely on free dumps or practice tests that are available online as they contain lots of mistakes and will\u00a0misguide you during preparation.<\/span><\/p>\n<ol>\n<li><b><span data-contrast=\"auto\">Getting Prepared for the Exam<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559991&quot;:280}\">\u00a0<\/span><\/li>\n<\/ol>\n<ul>\n<li><span data-contrast=\"auto\"> Due to Covid-19, there is only one option available right now: take the exam from home. You will need a working computer, stable internet, and a quiet place. For example \u2013 My friend decided to take up the examination from his bathroom, I selected the living\u00a0room and\u00a0send\u00a0my kids to watch a movie with my parents on the second floor of my home.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\"> For this exam, you will need to practice with real-world Python and Azure Machine Learning use-cases, provide yourself sufficient time for coding, and be especially good with Python.<\/span><\/li>\n<li><span data-contrast=\"auto\"> Undergo DP-100 Certification Training from an Authorized Training Partner like CloudThat.<\/span><\/li>\n<li><span data-contrast=\"auto\"> Review the content for the Dp-100 exam on the official Microsoft exam page.<\/span><\/li>\n<li><span data-contrast=\"auto\"> To get have a hands-on experience with every technology involved in the exam, you can utilize your Azure subscription to build your own demos.<\/span><\/li>\n<li><span data-contrast=\"auto\"> Book your exam. On the examination day,\u00a0be\u00a0relaxed, it&#8217;s just a certification exam, not a battle of life. Do\u00a0breath\u00a0in-breath-out. Cherish yourself which keeps you comfortable.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\"> Have fun and get your new badge!<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"auto\">2. How I cracked the DP-100 exam: Firsthand Experience<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559991&quot;:280}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">First, I began with basic knowledge of python, having worked on it for\u00a0<\/span><b><span data-contrast=\"auto\">at least 3-6 months<\/span><\/b><span data-contrast=\"auto\">\u00a0made it easy to prepare for the exam. Second, I ensured that I had a fundamental knowledge of machine learning. This will help in understanding the codes, and you will be able to answer ML questions during the exam.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">To pass the exam, you should be\u00a0well aware\u00a0of defining code development environments, preparing data for modeling, performing feature engineering, and\u00a0developing\u00a0data models. To be a master with all these skills is not exactly a brisk walk, but by opting for the right preparation strategy, it is very possible.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">How do you eat an elephant? One bite at a time! Chunk down the materials and pace yourself. That is what I did, and I passed the exam in one and a half months. Here are some key steps and resources\u2026<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">MS Learn<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Go through the\u00a0<\/span><a href=\"https:\/\/docs.microsoft.com\/en-us\/learn\/certifications\/exams\/dp-100\"><span data-contrast=\"none\">exam skills outline document<\/span><\/a><span data-contrast=\"auto\">, at Microsoft&#8217;s official portal which is updated regularly. You can also access online material to support the four learning paths at no cost on the website.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">You will learn Python implementations of regression, classification, and clustering algorithms. You will also work with\u00a0PyTorch\u00a0and TensorFlow notebooks to get familiar with the Azure Machine Learning Studio and Workspace.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">Official Practice Test<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">If you&#8217;re willing to learn everything in your DP-100 exam prep, you wish to check in for an official practice test so on gain familiarity with DP-100 exam questions and formats. While reviewing the answer explanations, follow the reference links to see the code snippets and learn the classes and functions you will need to know for the exam.<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">Here is the fine print: Most official practice test sites are not keeping up with the exam&#8217;s latest content. Microsoft updates the outlines of the courses by adding new topics regularly. As such, you must pay close attention to changes within the &#8220;exam skills outline&#8221; document.<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">Sample Templates<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">As usual, we say practice makes a man\u00a0perfect. And\u00a0when you progress through the official practice tests, you\u00a0have to\u00a0implement and execute the learnings from the sample Azure ML\u00a0notebooks. The\u00a0MS Learn tutorial will guide you to set up a free Azure account and workspace.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">You can access the notebooks by creating a\u00a0compute instance resource\u00a0in Azure ML studio.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><span data-contrast=\"auto\">After this, go to the Azure ML sample notebooks tab, where you will find the\u00a0Jupyter\u00a0Notebook.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><span data-contrast=\"auto\">The text cells in the notebooks will be handy in getting a good grasp of ML workflows, like setting up a workspace, loading datasets, creating pipelines, publishing, and deploying models.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p aria-level=\"4\"><b><span data-contrast=\"auto\">Exam Format<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:319,&quot;335559739&quot;:319}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Finally, familiarize yourself with the exam format. The DP-100 exam topics cover four modules:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"auto\"> Setting up an Azure ML workspace<\/span><\/li>\n<li><span data-contrast=\"auto\"> Run experiments and train models<\/span><\/li>\n<li><span data-contrast=\"auto\"> Optimize and manage models<\/span><\/li>\n<li><span data-contrast=\"auto\"> Deploy and consume models<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Some sample questions that you might come across during the DP-100 exam include data drift, the concept of backfill, setting up an alert, and scheduling. In addition, you should know how to define your\u00a0<\/span><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/machine-learning\/concept-compute-target\"><span data-contrast=\"none\">compute and deployments targets<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">You will be having 120 minutes (about 2 hours) for answering 40 to 60 DP-100 questions. The types of questions include multiple-choice questions (single and multiple answers), sequence reordering, scenario-based questions, and fill-in-the-blanks to complete the code.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The passing marks for the DP-100 exam is 700\/1000<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><strong>FAQ&#8217;s<\/strong><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">1. Does DP 100 have labs?<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559991&quot;:280}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The\u00a0<\/span><b><span data-contrast=\"auto\">labs and course materials are designed to\u00a0<\/span><\/b><span data-contrast=\"auto\">enable\u00a0you to practice using the technologies described. You can view the instructions for the lab exercises at\u00a0<\/span><a href=\"https:\/\/aka.ms\/mslearn-dp100\"><span data-contrast=\"none\">https:\/\/aka.ms\/mslearn-dp100<\/span><\/a><span data-contrast=\"auto\">\u00a0and the equivalent\u00a0<\/span><a href=\"https:\/\/docs.microsoft.com\/learn\/paths\/build-ai-solutions-with-azure-ml-service\/\"><span data-contrast=\"none\">self-paced modules on Microsoft Learn<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/github.com\/MicrosoftLearning\/mslearn-dp100\"><span data-contrast=\"none\">https:\/\/github.com\/MicrosoftLearning\/mslearn-dp100<\/span><\/a><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">2. Does DP 100 have negative marking?<\/span><\/b><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559991&quot;:280}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This examination has no negative marking.\u00a0Thus\u00a0you can\u00a0attempt\u00a0all the questions without any sort of problem. So, you can try guessing the correct answer. If your guesswork is right, you will end up scoring higher marks. If not, then there is no harm, as there is no penalty for wrong answers.<\/span><\/p>\n<h1 id=\"DP-100 Salary &amp; Career Path\">DP-100 Salary &amp; Career Path<\/h1>\n<p><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">Microsoft has designed the Microsoft Azure Data Scientist-Associate Exam DP-100. The demand for data Scientists is soaring. So, the basic salary for a Data Scientist Associate Engineer is\u00a0<\/span><\/span><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">Rs.<\/span><\/span><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">\u00a0<\/span><\/span><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">9, 00,000<\/span><\/span><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">\u00a0at an entry-level. At an experience level, salaries can range to\u00a0<\/span><\/span><span class=\"TextRun SCXW9485481 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW9485481 BCX0\">Rs. 15,00,000.<\/span><\/span><\/p>\n<h1 id=\"How\u00a0CloudThat's\u00a0Training Can Help You Get DP-100 Certified?\">How\u00a0CloudThat&#8217;s\u00a0Training Can Help You Get DP-100 Certified?<\/h1>\n<p><span data-contrast=\"auto\">The Microsoft DP-100\u00a0BootCamp\u00a0course from\u00a0CloudThat\u00a0is designed to train candidates to take up the Microsoft DP-100 certification exam. Appearing for this course and passing the Microsoft DP-100 exam will meet all the requirements necessary to become a Microsoft Certified Azure Data Scientist Associate.<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">After completing this course, you will be able to:<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Understand and build AI solutions on Azure<\/span><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Learn about various Azure Machine Learning services usage &amp; integration<\/span><span data-ccp-props=\"{&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Understand the profound impacts Machine Learning is making in smart business decisions<\/span><span data-ccp-props=\"{&quot;335559739&quot;:240,&quot;335559991&quot;:204}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.cloudthat.com\/training\/azure\/design-implement-data-science-solution-on-azure-dp-100\/\"><span data-contrast=\"none\">https:\/\/www.cloudthat.com\/training\/azure\/design-implement-data-science-solution-on-azure-dp-100\/<\/span><\/a><span data-ccp-props=\"{&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n","protected":false},"author":245,"featured_media":9696,"parent":0,"comment_status":"open","ping_status":"open","template":"","blog_category":[3608,3607,4303,3640],"user_email":"gurjotb@cloudthat.com","published_by":"324","primary-authors":"","secondary-authors":"","acf":[],"_links":{"self":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/blog\/9692"}],"collection":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/users\/245"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/comments?post=9692"}],"version-history":[{"count":1,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/blog\/9692\/revisions"}],"predecessor-version":[{"id":42724,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/blog\/9692\/revisions\/42724"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/media?parent=9692"}],"wp:term":[{"taxonomy":"blog_category","embeddable":true,"href":"https:\/\/www.cloudthat.com\/resources\/wp-json\/wp\/v2\/blog_category?post=9692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}