Mini Map
Search
⌘ K
AI Features
Log In
Designing Machine/Deep Learning Models Using Azure CLI
1.
Introduction
Introduction to Azure
Introduction to Azure CLI
Introduction to Azure Machine Learning
2.
Getting Started
Creating a Microsoft Account
Signing Up With Azure
Azure CLI Commands Help
Quiz on Azure Installations
3.
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
4.
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
Premium
Building a diabetes model pipeline
5.
Service Deployment
Endpoints and Deployment
Batch Deployment
Online Deployment
Testing the Deployment
Managing the Deployments
Quiz on Deployment
6.
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
Premium
Detect Posture Project
7.
Conclusion
Wrap Up!
8.
Appendix
Setup and Installation
Mini Project
Premium
Sentiment Analysis Using Natural Language Processing
Home
Courses
Designing Machine/Deep Learning Models Using Azure CLI
Quiz on Azure Installations
Test your understanding of Azure CLI with this quiz.
We'll cover the following...