Azure Machine Learning Courses and Certifications

Azure Machine Learning & MLOps : Beginner to Advance

5783 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

Leveraging Cloud-Based Machine Learning on Azure: Real-World Applications

58 ratings at LinkedIn Learning

Learn the basics of leveraging Microsoft Azure for AI-based applications, including key tools and the processes for using them correctly.

• LinkedIn Learning
• 1 hour 31 minutes
• On-Demand
• Free Trial Available

Pragmatic AI Labs

Large Language Models with Azure

Harness Azure's AI Power: Master Large Language Models, (LLMs) Optimize Deployments, and Build Cutting-Edge Applications.

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

Microsoft Azure AI Fundamentals (AI-900): Fundamental Principles of Machine Learning on Azure

12 ratings at Pluralsight

Learn how to use machine learning on Azure in preparation for the AI-900 certification.

• Pluralsight
• 1 hour 5 minutes
• On-Demand
• Free Trial Available

Open Data Science

Medical Imaging with Azure Machine Learning

Explore Azure Machine Learning for medical imaging applications, covering data management, model development, deployment, and explainability in healthcare scenarios.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Open Data Science

Build NLP Model with Azure ML AutoML NLP Capability

Learn to build NLP models using Azure ML AutoML for tasks like classification and named entity recognition. Explore multilingual support, data labeling, and distributed training for efficient model development.

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

Open Data Science

Auto-Train a Time-Series Forecast Model with AML & ADB

Learn to auto-train time-series forecast models using Azure Machine Learning and Azure Databricks for large-scale enterprise solutions in supply chain, healthcare, insurance, and finance.

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

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

Run Azure Machine Learning Anywhere - Episode 7

Explore Azure Machine Learning's integration with Azure Arc, enabling data scientists to run ML on existing Kubernetes infrastructure on-premises or in multicloud environments.

• YouTube
• 2 hours 6 minutes
• On-Demand
• Free Video

Azure Machine Learning Batch Endpoints - Episode 42

Explore Azure Machine Learning Batch Endpoints with Tracy Chen. Learn about batch inference, deployment, invocation, and setting up CI/CD pipelines for efficient large-scale data processing.

• YouTube
• 2 hours
• On-Demand
• Free Video

Microsoft Build 2022 Recap - Azure ML, Managed Endpoints, Responsible AI, and Power Virtual Agents

Comprehensive recap of Microsoft Build 2022, covering Azure ML updates, managed online endpoints, responsible AI, and Power Virtual Agents. Features demos and expert insights on latest AI technologies and tools.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video

What's New in Azure Machine Learning - Hybrid with Azure Arc and More

Explore Azure Machine Learning's latest features: hybrid with Azure Arc, output datasets, labeling, and interactive data preparation. Learn about custom roles, RBAC, and responsible AI development.

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

Scale Your Machine Learning Practice and Streamline Collaboration with Azure Machine Learning

Enhance collaboration across IT, data science, and development teams with Azure Machine Learning's latest features for seamless ML lifecycle management and improved organizational efficiency.

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

Data Science Dojo

Intro to Azure ML and Cloud Computing

Explore Azure ML Studio's cloud-based data science capabilities, from data upload and visualization to preprocessing and cleaning, using its intuitive graphical interface.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Data Science Dojo

Feature Exploration, Visualization, and Predictive Modeling with R and Azure ML

Explore predictive analytics using the Titanic dataset. Learn feature exploration and visualization with R, then build models using Azure ML Studio for efficient experimentation.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video