Microsoft On-Demand: Designing and Implementing a Data Science Solution on Azure (DP-100) Course Outline
Scheduled release date: Q2 2023
*** Note: This is a Microsoft On-Demand (self -study) course, 180-day 24/7 access via the internet ***
(Applicable State and Local taxes may be added for On-Demand purchases, depending on your location.)
About This Course
We have assembled a complete package of self-study materials that cover all of the topics that are included in Microsoft's 3-day, official Instructor-led course. With these resources, you have a flexible platform that allows you to gain the knowledge you need for your job. If you also want certification, see the additional Exam Pak option--you can purchase that for $250, a 50% discount.
Audience profile
This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.
Prerequisites
Before attending this course, students must have:
• Azure Fundamentals Understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.
• How to program in the Python programming language and use the Python libraries: pandas, scikit-learn, matplotlib, and seaborn.
Your course includes:
Microsoft Official E-Learning
We will be your guide through the official Microsoft Learn content directing you through this training platform which provides interactive learning modules with reading, hands-on experiences, knowledge checks and short videos.
Additional Expert Videos
Our subject matter experts provide an additional path through the Microsoft course objectives. We've assembled hours of video instruction where you can follow-along and learn from our experts.
Auditing Instructor-Led Training
With ONLC's Microsoft On-Demand training, you can also "Audit" a full instructor-led class. This gives you another perspective on how the content is presented (You must contact our office to reserve a seat in an upcoming class). Note: Auditors will be able to see and hear the instructor’s presentation, however the instructor will not be able to hear you and you will not have direct access to the live instructor or lab machines.
Interested in Getting Certification? Check out our Exam Pak option!
Prepare for you Microsoft Certification by purchasing our Exam Pak for $250--a savings of 50%.
Additional Exam Pak Option includes:
24/7 Online Support
Need assistance while you are learning? Chat with our 24/7 online support specialists. And, with your permission, the expert can even take over your computer to provide assistance. (90-day access.)
Microsoft Exam Reference Guide
When you are ready for certification, begin your preparation with the Exam Reference Guide from Microsoft Press. We provide you with a copy of this book that focuses on the critical skills and knowledge measured on the Microsoft Certification exam.
Practice Exam Software
You may study at your own pace with this web-based practice exam. Exam-like questions are designed to help you prepare for your certification exam by validating your knowledge and reinforcing key concepts.
Exam Voucher with Exam-Pass Guarantee
Prepare for your exam using the practice software. Once you have achieved an 85% or above score, contact us and we will provide you with an exam voucher. Didn't pass the first time? Not a problem--you will get a second voucher with our Exam-Pass Guarantee - For details, click on the link below:
Exam Pass Guarantee
**Please call our office to order the Exam Pak. Note: Exam Paks are available at the discounted $250 price only when they are purchased at the same time as your Microsoft On-Demand class.**
Do You Still Prefer a Live, Instructor-led Class?
Already know Microsoft On-Demand, self-study training is not right for you? We also offer this same course content in a live, instructor-led format. For details, click on the link below:
DP-100: Designing and Implementing a Data Science Solution on Azure Instructor-led Training Class
Special Note Regarding This Outline
On-Demand content is presented from multiple sources. As a result, the content and/or sequencing may vary from each source.
Course Outline
Module 1: Doing Data Science on Azure
Introduce the Data Science Process
Overview of Azure Data Science Options
Introduce Azure Notebooks
Module 2: Doing Data Science with Azure Machine Learning service
Introduce Azure Machine Learning (AML) service
Register and deploy ML models with AML service
Module 3: Automate Machine Learning with Azure Machine Learning service
Automate Machine Learning Model Selection
Automate Hyperparameter Tuning with HyperDrive
Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning Service
Manage and Monitor Machine Learning Models
View outline in Word
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