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All LessonsFree 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

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 Deployment

Quiz on Deployment

Test your understanding of deployments with this quiz.

We'll cover the following...

Technical Quiz

1.

Which type of deployment mode should be used if we want to integrate ML models in real-time?

A.

Real-time endpoint

B.

Batch endpoint

C.

Online endpoint

D.

All of the above

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