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

Exam DP-100: Designing and Implementing a Data Science Solution on Azure is a certification exam offered by Microsoft. This exam validates the candidate’s skills and knowledge in designing and implementing data science solutions using Microsoft Azure services.

The exam covers topics such as data preparation, modeling, deployment, and operationalization. Candidates are tested on their ability to design and implement end-to-end data science solutions on Azure, including data storage and processing, machine learning, and visualization.

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

Here are some key terms and concepts related to Exam DP-100: Designing and Implementing a Data Science Solution on Azure:

  1. Azure Machine Learning: A cloud-based service that enables data scientists to build and deploy machine learning models using a drag-and-drop interface or programming languages like Python.
  2. Data Preparation: The process of cleaning, transforming, and structuring raw data into a format suitable for analysis.
  3. Data Modeling: The process of creating a mathematical representation of a dataset that can be used to make predictions or gain insights.
  4. Feature Engineering: The process of selecting and transforming features in a dataset to improve the performance of a machine learning model.
  5. Model Training: The process of using a dataset to teach a machine learning model to make accurate predictions.
  6. Hyperparameters: Parameters of a machine learning algorithm that are set before training and can affect the performance of the model.
  7. Model Deployment: The process of making a machine learning model available for use in production environments.
  8. Operationalization: The process of integrating a machine learning model into a business process or application.
  9. Azure Databricks: A collaborative Apache Spark-based analytics platform that provides a unified interface for data engineering, machine learning, and business analytics.
  10. Azure Cognitive Services: A suite of cloud-based artificial intelligence services that provide pre-built APIs for tasks such as image and speech recognition, language understanding, and sentiment analysis.

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

Here are some exam resources for Exam DP-100: Designing and Implementing a Data Science Solution on Azure:

  1. Official Exam Page: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-100
  2. Exam Skills Outline: https://query.prod.cms.rt.microsoft.com/cms/api/am/binary/RE4rJrR
  3. Learn about Microsoft Learning Path: https://docs.microsoft.com/en-us/learn/certifications/azure-data-scientist/
  4. Microsoft Azure Machine Learning Documentation: https://docs.microsoft.com/en-us/azure/machine-learning/
  5. Understanding Microsoft Azure Databricks Documentation: https://docs.microsoft.com/en-us/azure/databricks/
  6. Microsoft Azure Cognitive Services Documentation: https://docs.microsoft.com/en-us/azure/cognitive-services/
  7. Exam Study Group: https://www.reddit.com/r/AZURE/comments/egi7xf/i_passed_the_dp100_exam_designing_and_implementing/

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

Here are some tips and tricks for Exam DP-100: Designing and Implementing a Data Science Solution on Azure:

  1. Understand the Exam Objectives: Read and understand the exam objectives, which are available on the official Microsoft exam page. This will give you a clear idea of what topics and skills are covered in the exam.
  2. Practice with Hands-On Labs: The best way to learn Azure services is to practice with hands-on labs. Microsoft provides free access to Azure services for a limited time, and you can use this to practice designing and implementing data science solutions on Azure.
  3. Review Azure Machine Learning: Azure Machine Learning is a key service covered in the exam. Make sure you understand how to use Azure Machine Learning to build, train, and deploy machine learning models.
  4. Use Sample Questions and Practice Exams: Practice with sample questions and practice exams to test your knowledge and identify areas where you need more preparation.
  5. Manage Your Time: The exam has a time limit of 180 minutes, which means you have approximately 2.5 minutes per question. Make sure you manage your time effectively, and don’t spend too much time on any one question.
  6. Read the Questions Carefully: Read each question carefully and make sure you understand what is being asked before answering. Don’t make assumptions or jump to conclusions.
  7. Stay Calm and Focused: Stay calm and focused during the exam. Take breaks if necessary, and don’t let stress or anxiety affect your performance.

By following these tips and tricks, you can increase your chances of passing the Exam DP-100 and earning your Microsoft certification.

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