Azure Machine Learning Courses and Certifications

Azure Machine Learning & MLOps : Beginner to Advance

8896 ratings at Udemy

The most compressive course covering MLOps and machine learning on Azure | Zero to Hero

• Udemy
• 19 hours 18 minutes
• On-Demand
• Paid Course

DP-3007: Train and Deploy a Machine Learning Model with Azure Machine Learning (Live Online)

8 ratings at CourseHorse

Master the complete machine learning lifecycle with this hands-on course.

• CourseHorse
• 6 hours
• On-Demand
• $595.00

Whizlabs

Azure ML: Designing and Preparing Machine Learning Solutions

Master Azure ML fundamentals, data workflows, and MLOps architectures to design scalable machine learning solutions with hands-on Azure Data Factory and Synapse Analytics expertise.

• Coursera
• 9 hours 30 minutes
• On-Demand
• Paid Course

Packt Microcredential

Azure ML Bootcamp: Machine Learning on the Cloud

Master Azure Machine Learning from foundations to advanced MLOps deployment, building and operationalizing models with hands-on cloud experience and real-world applications.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Whizlabs

Azure ML: Explore & Configure the Machine Learning Workspace

Explore Azure ML workspace configuration, compute management, and data handling to build scalable machine learning solutions and prepare for DP-100 certification.

• Coursera
• 7 hours 1 minute
• On-Demand
• Paid Course

Azure Machine Learning: Explore and configure the workspace

You will learn about setting up and managing an Azure Machine Learning Workspace. The content focuses on the initial configuration and exploration of the Azure Machine Learning environment, providing a foundational understanding of the workspace.

• edX
• 2 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Azure Machine Learning: Deploy and consume models

This course teaches how to deploy and use machine learning models with Azure Machine Learning. You'll learn the essentials of getting your trained models ready for real-world applications and how to make predictions using them within the Azure cloud plat…

• edX
• 1 week, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Azure Machine Learning: Train models with scripts

This course contains information about training machine learning models using scripts within the Azure Machine Learning platform. You will learn how to programmatically train models in Azure's cloud environment, focusing on a scripted approach to machine…

• edX
• 2 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 1 Manage Azure Resources for Machine Learning

42 ratings at LinkedIn Learning

Prepare for the first domain of the Microsoft Azure Data Scientist Associate (DP-100) exam.

• LinkedIn Learning
• 19 minutes
• On-Demand
• Free Trial Available

Microsoft Azure Data Scientist Associate (DP-100) Cert Prep: 4 Implement Responsible Machine Learning

10 ratings at LinkedIn Learning

Prepare for the fourth domain of the Microsoft Azure Data Scientist Associate (DP-100) exam.

• LinkedIn Learning
• 19 minutes
• On-Demand
• Free Trial Available

Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning

Learn to create custom object detection models using Azure Machine Learning and NVIDIA. Covers workspace setup, data labeling, AutoML training, and deployment to NVIDIA Triton Inference Server for efficient GPU-accelerated inference.

• Microsoft Learn
• 2 hours 25 minutes
• On-Demand
• Free Online Course

Train and manage a machine learning model with Azure Machine Learning

Learn to use Azure Machine Learning for data handling, compute management, environment setup, job execution, model tracking with MLflow, and deploying models to online endpoints for real-time inferencing.

• Microsoft Learn
• 4 hours 34 minutes
• On-Demand
• Free Online Course

Optimize model training with Azure Machine Learning

Learn to create components, build and run Azure Machine Learning pipelines, automating workflows for efficient model training and deployment.

• Microsoft Learn
• 2 hours 37 minutes
• On-Demand
• Free Online Course

Work with generative artificial intelligence (AI) models in Azure Machine Learning

Explore and fine-tune large language models using Azure Machine Learning. Learn about NLP history, Transformer architecture, and hands-on deployment of foundation models for practical AI applications.

• Microsoft Learn
• 54 minutes
• On-Demand
• Free Online Course

Bryan Cafferky

The Azure Machine Learning Service - Introduction

Explore Azure ML Service's features for scaling, automating, and deploying machine learning pipelines. Learn how it enhances the data science process and addresses key challenges.

• YouTube
• 52 minutes
• On-Demand
• Free Video