Intermediate
34 Lessons
10h
Certificate of Completion
The course enables the engineers/data scientist to build and deploy machine learning models into the Azure cloud, just by using Azure CLI commands.
AI-POWERED
This course includes
This course includes
Course Overview
In this course, you will start your journey by gaining a comprehensive understanding of the basics of Azure, including creating and managing Azure resources, and setting up the Azure CLI environment. Next, you will learn how to build Azure Machine Learning pipelines from scratch. Then, you’ll delve into deep learning and distributed deep learning pipelines. You’ll learn how to manage the deployment and scheduling of these models. You’ll also cover the complete model management strategies. Finally, the cou...Show More
TAKEAWAY SKILLS
Cloud Deployment
Machine Learning Fundamentals
Deep Learning Basics
What You'll Learn
A working knowledge of Azure CLI for machine/deep learning
Hands-on experience building and scheduling machine/deep learning pipelines
The ability to deploy deep learning models using distributed training
An understanding of MLflow integration with Azure Machine Learning
A working knowledge of responsible AI using Azure Machine Learning
Course Content
Introduction
Getting Started
Creating Azure Resources
Building Azure ML Pipeline
Building a diabetes model pipeline
Project
Service Deployment
Creating a Deep Learning Pipeline
5 Lessons
Detect Posture Project
Project
Conclusion
1 Lesson
Appendix
1 Lesson
Sentiment Analysis Using Natural Language Processing
Project
How You'll Learn
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Built-in assessments let you test your skills. Completion certificates let you show them off.
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BEFORE STARTING THIS COURSE
AFTER FINISHING THIS COURSE