The course enables the engineers/data scientist to build and deploy machine learning models into the Azure cloud, just by using Azure CLI commands.
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.
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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
What You'll Learn
A working knowledge of Azure CLI for machine/deep learning
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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
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
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