Azure ML Courses and Certifications

Microcredential

MLOps | Machine Learning Operations

Duke University's 26-week course for programmers, data scientists, and researchers to master MLOps skills using Python, Rust, GitHub Copilot, Amazon SageMaker, Azure ML, and MLflow.

• Coursera
• 26 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

DP-100 Azure Machine Learning in Python-Basic to Advance

53 ratings at Udemy

Machine learning workflow orchestration to automate model training, deployment, and management processes using python.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

Pragmatic AI Labs

MLOps Platforms: Amazon SageMaker and Azure ML

Elevate Your MLOps Game: Master AWS SageMaker and Azure ML for Production-Ready AI Solutions.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Create and Publish Pipelines for Batch Inferencing with Azure

This Azure tutorial will teach you how to build & run ML pipelines using the drag-and-drop designer interface and cover publishing and deployment of pipelines.

• Pluralsight
• 2 hours 45 minutes
• On-Demand
• Free Trial Available

Visual Studio Code

VS Code, Azure ML, and GitHub Codespaces

Learn to configure VS Code for Azure ML projects on GitHub Codespaces in under an hour with Visual Studio Code. Includes demos and Q&A.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Devoxx

MLflow - Platform for Complete Machine Learning Lifecycle

Learn to manage complexities of machine learning development with MLflow, track experiments, reproduce runs, and productionize models. Offered by Devoxx.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

Data Science Dojo

Building and Deploying a Model Using AutoML in Azure ML - Azure Tutorial for Beginners

Learn to use AutoML in Azure ML for model selection and hyperparameter tuning with Data Science Dojo. This 1-2 hour tutorial covers algorithms, evaluation metrics, and best model selection.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

Data Science Dojo

Building Real-Time Sentiment Pipeline for Live Tweets

Learn to build a real-time predictive analytics pipeline using Azure ML, R, and Python with Data Science Dojo. Includes sentiment classification, automated text processing, and live dashboarding.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Online Course

Azure AI Fundamentals (AI-900) Cert Prep: 2 Principles of Machine Learning on Azure

Explore the fundamental principles of machine learning on Azure to tackle the second domain of the Microsoft Azure AI Fundamentals (AI-900) certification exam.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Accelerating AI and ML Insights with Azure ML and Teradata VantageCloud

Learn to harness AI and ML for data-driven insights at scale with Microsoft's Azure ML and Teradata VantageCloud. Less than 1-hour workload.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Build Systems of Intelligence with Power BI and Azure Data

Learn to integrate Power BI with Azure services for enterprise-scale business intelligence in this short Microsoft program. Explore data prep, analytics, machine learning, and security.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Web Summit

Rise of the Machines

Learn machine learning and predictive analytics using Azure ML in less than an hour with Josh Holmes, Director of Architecture at Microsoft, via Web Summit.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

PASS Data Community Summit

Hidden Differences Between Azure ML Products Revealed

Learn to navigate Azure ML products, create ML models, deploy solutions, and integrate with SQL Server in this short, demo-filled session by PASS Data Community Summit.

• YouTube
• 55 minutes
• On-Demand
• Conference Talk