Azure Machine Learning Courses and Certifications

Career Certificate

Machine Learning Engineer with Microsoft Azure

84 ratings at Udacity

Operationalize machine learning solutions in the cloud with Azure Machine Learning, pipeline automation, deployment, monitoring, and a hands-on capstone.

• Udacity
• 40 hours
• Self-Paced
• Paid Course

Coursera

Machine Learning Pipelines with Azure ML Studio

835 ratings at Coursera

Build an end-to-end machine learning pipeline in Azure ML Studio without code: train a Two-Class Boosted Decision Tree on census income data, evaluate it, and deploy a prediction web service.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Azure Machine Learning & MLOps : Beginner to Advance

9085 ratings at Udemy

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

• Udemy
• 19 hours 18 minutes
• Self-Paced
• Paid Course

Microsoft Azure Machine Learning

305 ratings at Coursera

Build regression, classification, and clustering models with Azure Machine Learning designer without writing code, and train and deploy predictive models using automated machine learning.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Microsoft Azure Machine Learning for Data Scientists

180 ratings at Coursera

Build and publish predictive models without writing code in Azure Machine Learning, using automated machine learning and the designer for regression, classification, and clustering models.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Build and Operate Machine Learning Solutions with Azure

71 ratings at Coursera

Use the Azure Machine Learning Python SDK to train models, orchestrate pipelines, deploy real-time and batch inference services, tune hyperparameters, apply Fairlearn, and monitor data drift.

• Coursera
• 6 weeks, 5 hours a week
• Self-Paced
• Paid Course

Microsoft Azure for AI and Machine Learning

27 ratings at Coursera

Build end-to-end ML workflows on Azure: set up Machine Learning workspaces and storage, run data ingestion and training pipelines, deploy and monitor models, and troubleshoot failures.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• 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
• Self-Paced
• $595.00

Whizlabs Career Certificate

Data Science and Machine Learning Engineering on Microsoft Azure

5 ratings at Coursera

Design, train, deploy, and monitor machine learning solutions on Azure: configure ML workspaces, ingest and prepare data, track experiments with MLflow, and optimize language models.

• Coursera
• 16 weeks, 28 hours a week
• Self-Paced
• Paid Course
• 4 courses

Whizlabs

Azure ML: Designing and Preparing Machine Learning Solutions

Design and prepare machine learning solutions on Azure: manage datasets with Data Factory and Synapse, configure Azure ML SDK v2 environments, and plan MLOps deployment and retraining.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Packt Career Certificate

Azure ML Bootcamp: Machine Learning on the Cloud

Build, train, and deploy models in Azure ML Studio: supervised and unsupervised learning, data preprocessing, hyperparameter tuning, and MLOps deployment handling model drift and versioning.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

1 rating

Microsoft Azure AI Fundamentals: Explore visual tools for machine learning

• Microsoft Learn
• 5 hours 18 minutes
• Self-Paced
• Free Online 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

• edX
• 2 weeks, 2-3 hours a week
• Self-Paced
• 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 m

• edX
• 1 week, 1-2 hours a week
• Self-Paced
• 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 e

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