Exam DP-100: Designing and Implementing a Data Science Solution on Azure Study Guide

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Exam DP-100: Designing and Implementing a Data Science Solution on Azure

Talking of a buzz-worthy career, data scientists have become one of the fastest-growing trends across the globe. That is the reason exactly why DP-100 is capturing the job market at a rapid pace and as a result, becoming the need of the hour for candidates wanting to pursue a career in this domain. The future of machine learning is something that is beyond imagination both in terms of technology and fortune. Every organization now requires professional candidates that can handle the machines professionally and are effective in managing operations whilst reducing time wastage. The DP-100: Microsoft Certified: Azure Data Scientist Associate is another role-based certification.

DP-100 exam measures your ability to accomplish technical tasks including-

  • Define and prepare the development environment
  • Prepare data for modeling
  • Perform feature engineering
  • Develop models

The certification has been built for professionals who use machine learning techniques. Further as a data scientist you will be required to train, evaluate, and deploy models to build AI solutions that satisfy business objectives.

Audience profile

This certification is intended for the following candidates-

  • Data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn
  • PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud
Learning Objectives
  • Set up an Azure Machine Learning Workspace
  • Run Experiments and Train Models
  • Optimize and Manage Models
  • Deploy and Consume Model

If you wish to view all the exam details in depth, you can visit the DP-100 Online learning Tutorial here!

Study Guide for Microsoft Exam DP-100

It would take more than a single article to go over every aspect of studying for a certification exam. This subject could fill a small book and not a very exciting one at that. There are some key truisms and must-do’s, however, which every candidate should be aware of when it comes to certification exam preparation. Now that we have cleared the air, let’s talk straight into it.

Microsoft Exam DP-100 Preparation Guide

STEP 1: Review all the DP-100 Exam Info

Take it from the experts over here, while preparing for certification exams, make sure that you don’t jam your head with too many questions. Too many questions will definitely lead to anxiety and believe us when we say, anxiety is one thing you don’t want. To begin with, clear your head first. Next step is to deeply understand and analyse all the DP-100 exam information provided above. Make sure that all the info is up to date. Review and keep note if there may have been some changes in the exam objectives or not. This step will make sure that you’re overdoing or forgetting something, that may somehow lead to anxiety on the exam day. 

So, make sure that you’re on the same page as the certification vendor, so that there is no gap of confusion between the two.

STEP 2: Thoroughly go through the Course Outline

Now that you’ve reviewed the exam details regarding the exam. It’s time to make sure that you are up to date with the Course Outline. As mentioned earlier, the Course Outline is the most crucial part of the examination. Since this forms the syllabus of the examination. And, obviously, all the questions originate from this particular domain list. Therefore, it’s your responsibility to go to the Official site of Microsoft and check it on your own. Make sure to be an empiricist, and view and experience knowledge on your own. In case, you’re unable to locate the list of domains. Check out the image below and download the Course Outline.

STEP 3: Finding all the RIGHT Learning Resources

We cannot stress enough that only finding the right learning resources will allow you to understand each and every domain properly. And, you’re well aware of the fact that the internet is clustered with so many different resources, training programs and exam dumps. We highly recommend not to follow exam dumps. So, hold your horses there and then. Since you have landed here, we just wanna make sure here that you’re in the safe hands. We are going to shed some light on where to get all the right learning resources to follow. Not only will this provide you with a stranger base that will help you qualify, but also this will provide you with that confidence among your peers. So, without a further adieu let’s get started.

STEP 3.1: MICROSOFT Training Programs

If this is your first time with a certification exam, let’s get you familiar with Microsoft Training Programs. When it comes to training programs, Microsoft has two ways to prepare. The first is the free online training and the second is the paid Instructor-led Training. It’s totally a subjective approach to choose either one or both of these learning resources. To provide you with a clear view, let’s just view them separately.

STEP 3.2: Get strong hold of Online Learning Paths

These are the free preparatory learning paths that Microsoft has to offer to candidates like you. These are a great way to prepare yourself for the DP-100 certification exam. Here you’ll find 4 modules. Each of these discusses important sections of the exam. Not to mention, they also have questions at the end of each module. If you’re an avid learner, then you must also check out the Instructor-led Training.

Microsoft Exam DP-100 Learning Path
STEP 3.3: Instructor-led Training

We’re just going to say it out loud, that when it comes to Instructor-led Training, Microsoft has definitely hit the ground running. This is not just a rumour, but a fact that Microsoft Instructor-led Training is a gold standard in the industry. In case, you’re amped up by the high standards, wait till you hear the benefits you’ll enjoy. Further, instructor-led training has a facility to have on-demand classroom training. So, if you’re juggling so many chores and fear you might skip one, then this will allow you to arrange classes according to your convenience.

Both of these training and learning paths can be easily located on the Microsoft Portal. So, make sure to check them out.

STEP 3.4: BOOKS: Studying the traditional way!
Amazon.com: Big Data Science & Analytics: A Hands-On Approach ...
R for Data Science: Import, Tidy, Transform, Visualize, and Model ...

Fro the very beginning of your study life cycle, BOOKS have always been around. So, did you think books won’t help here? Of course, they do, they are the most beneficial learning resource here too. Here are our selected picks, that have helped many before you, so do check them out.

  • Big Data Science & Analytics: A Hands-On Approach 1st Edition by Arshdeep Bahga and Vijay Madisetti
  • R for Data Science: Import, Tidy, Transform, Visualize, and Model Data 1st Edition By Hadley Wickham and Garret Grolemund

STEP 4: Online Courses

If a candidate wishes to join an Online Course for the same. There are various courses available online. In fact, the internet is cluttered with so many courses. While choosing the right online course for your preparation, make sure to view all the objectives of the course. Is it in your price range or not? Is it feasible for you? And, if possible try to take a trial session before hitting that buy button. All these factors will allow you to choose the right fit according to your needs. These courses provide you with the online video study material that can get digested easily. Also, they even provide the candidate with sample papers. So, you can try them out.

STEP 5: Join the Community/ Online Forum

Online forums and study groups are a great way to prepare for the certification exam. Therefore, feel free to get in touch with other candidates through study forums or online groups to ask a question related to the topic you’re having difficulty with.

However, it’s not something you have to join. It’s just something very subjective. Not to mention, these online groups help you stay equated with the other people who are also walking through the same path as yours. Moreover, you can also ask a question related to the topic you’re having difficulty with.

STEP 6: Self-evaluation Time

Finally, we’re on the last step for the preparatory guide. Further, this final step will give the candidate the exact insight of the topics in which they’re lacking. So, make sure you’re going through sample tests after you have gone through the entire syllabus. Most importantly, all the practice tests are designed to encounter the real exam environment around you. However, practice papers can be from various sources. Above all, remember the more you test yourself the better you’re going to become.  SO START PRACTICING NOW! 

Microsoft Exam DP-100 Free Practice Test

Certification is just a test away. So, prepare and become a  Microsoft Certified: Azure Data Scientist Associate