DP-100 - Microsoft Azure Data Scientist Associate Certification Training

This program is designed to help you master advanced data science skills for creating solutions on Microsoft Azure. It covers data exploration, preparation, modeling, evaluation, and deployment, along with MLOps using Azure Machine Learning tools.

Next cohort starts: To be announced

Enquire: +1 814 980 5236

8-week online program
6+ hands-on case studies
Exam Preparation Guide + Mock Exams
Certificate of Completion by Great Learning and Microsoft Azure

1,350 USD

ENROLL NOW

About this Program

This 8-week program is specially designed with the objective of helping you master Data Science and ML and get Microsoft Azure Certified. In this program, you will be mentored by Microsoft Certified Trainers through a structured curriculum that will provide you with the necessary skills and techniques to crack the certification.

What makes this program unique

What you’ll learn

Gain expertise in Data Science and ML and develop a Data Science Solution on Azure
Learn from Microsoft Certified Trainers

Accelerate learning with live virtual classes by Microsoft Certified Trainers
Exam Preparation Guide + Mock Exams

Utilizing your preparation time effectively by mastering the exam format
Optimize model training in Microsoft Azure ML

Learn how to run pipelines in Azure ML along with Comparing and evaluating models

Skills you will gain

Data Preparation and Feature Engineering
Model Development
Model Deployment and Operationalization
MLOps Practices
Azure Machine Learning Services

What You Will Learn In This Program

Master Machine Learning fundamentals

Learn data modeling, transformation, and cleaning for robust model building

Develop and enhance skills in data analysis

Master model building, evaluation, interpretation, and maintenance

Master advanced data science on Microsoft Azure

Explore, prep, model, evaluate, and deploy along with MLOps with Azure tools

How DP-100 certification connects you to Azure

Showcase your data science skills and unlock Microsoft's resources

Get to Know Your Faculty & Mentors

Learn from highly skilled professionals in the field of Data Science and Machine Learning who have leveraged the power of Microsoft Azure across various industry domains.

Ali Masri

Lead Data Engineer, Ford Motor Company

Hassan Saidinejad

Data Scientist

Sam Rahbar

Senior AI Scientist

Curriculum

Week 1: Explore the Machine Learning Workspace

The outcome of this week is to learn Microsoft Azure Machine Learning workspace resources, assets and developer tools for workspace interaction. Below are the topics covered this week:

Azure Machine Learning workspace resources and assets
Developer tools for workspace interaction
Hands-on quiz and case study

Week 2: Work with data in Microsoft Azure Machine Learning

The outcome of this week is to learn how to work with compute resources and environments in Azure Machine Learning and train a model with the Azure Machine Learning Designer. Below are the topics covered in this week:

Explore data by using data assets and data stores
Create models by using the Azure Machine Learning designer
Hands-on quiz and case study

Week 3: Automate machine learning model selection with Microsoft Azure Machine Learning

The outcome of this week is to learn how to figure out the best models with Automated Machine Learning. Below are the topics covered this week:

Find the best models with Automated Machine Learning
Track model training in notebooks with MLflow
Hands-on quiz and case study

Week 4: Train models with scripts in Microsoft Azure Machine Learning

The outcome of this week is to learn how to run a training script, track model training, and perform hyperparameter tuning with Azure Machine Learning. Below are the topics covered this week:

Training jobs in Azure Machine Learning
Hyperparameter tuning with Azure Machine Learning
Hands-on quiz and case study

Week 5: Optimize model training with pipelines in Microsoft Azure Machine Learning

The outcome of this week is to learn how to run pipelines in Azure Machine Learning along with Comparing and evaluating models. Below are the topics covered this week:

Pipelines in Azure Machine Learning
Compare and evaluate models
Log and register models
Hands-on quiz and case study

Week 6: Deploy and consume models with Microsoft Azure Machine Learning

The outcome of this week is to learn how to deploy a model to manage and batch endpoints. Below are the topics covered this week:

Managed and batch deployment
Hands-on quiz, exam preparation materials and case study

Week 7 & 8: Project + Exam Preparation

The outcome of this week is to review key concepts and skills and prepare for the DP100 certification exam through practice questions and Mock exams. Below are the topics covered this week:

Review of key concepts and skills for the DP100 certification exam
Practice exam questions and discussion of strategies for success
Practice project to prepare for certification
Tips for preparing and taking the exam

Earn Your Certificate

Enhance your resume with a certificate in DP-100 - Microsoft Azure Data Scientist Associate Certification Training Program from Great Learning in collaboration with Microsoft & share it with your professional network.

Note: The image is for illustrative purposes only. The actual certificate may be subject to change at the discretion of Great Learning.

Still have queries?
Contact Us

Please fill in the form and a Program Advisor will reach out to you. You can also reach out to us at learningforlife@mygreatlearning.com or +1 814 980 5236.

Application Closes 3^rd May 2024