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All Lessons
Free Lessons (4)
Introduction
Introduction to Azure
Introduction to Azure CLI
Introduction to Azure Machine Learning
Getting Started
Creating a Microsoft Account
Signing Up With Azure
Azure CLI Commands Help
Quiz on Azure Installations
Creating Azure Resources
YAML For Azure ML
Creating a Resource Group
Creating a Workspace
Creating a Virtual Machine
Creating a Compute
Creating an Environment
Creating Storage
Quiz for Creating Azure Resources
Building Azure ML Pipeline
Managing Datasets
Creating a Job
Training an ML Model
Sweep Parameters
Managing the ML Model
Creating an E2E ML Pipeline
Mini Project
Building a diabetes model pipeline
Service Deployment
Endpoints and Deployment
Batch Deployment
Online Deployment
Testing the Deployment
Managing the Deployments
Quiz on Deployment
Creating a Deep Learning Pipeline
Prerequisites for Distributed Deep Learning
Building a TensorFlow Pipeline
Creating a PyTorch Pipeline
Deploying a Tensorflow Model
Responsible AI
Mini Project
Detect Posture Project
Conclusion
Wrap Up!
Appendix
Setup and Installation
Mini Project
Sentiment Analysis Using Natural Language Processing
Designing Machine/Deep Learning Models Using Azure CLI
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Quiz on Azure Installations
Quiz on Azure Installations
Test your understanding of Azure CLI with this quiz.
We'll cover the following...