Azure ML Courses and Certifications

Whizlabs

Azure AI & ML: Optimize Language Models for AI Applications

Master Azure AI & ML model deployment, optimization, and MLOps workflows. Build production-ready solutions using Azure AI Foundry, AutoML, and advanced monitoring techniques.

• Coursera
• 8 hours 19 minutes
• On-Demand
• Paid Course

Whizlabs

Azure ML: Deploying, Managing, and Experimenting with Models

Master Azure ML model deployment, management, and experimentation with MLOps best practices, AutoML, and Responsible AI implementation for scalable machine learning workflows.

• Coursera
• 7 hours 44 minutes
• On-Demand
• Paid Course

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

Microcredential

MLOps | Machine Learning Operations

594 ratings at Coursera

Comprehensive MLOps training covering Python, Rust, GitHub Copilot, cloud platforms, and LLMs. Gain skills for data science, ML engineering, cloud architecture, and AI product management.

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

Azure Machine Learning Development: 2 Learning ML Studio

443 ratings at LinkedIn Learning

Get an introduction to the concepts and mechanics of machine learning with Azure.

• LinkedIn Learning
• 1 hour 8 minutes
• On-Demand
• Free Trial Available

Generative AI for .NET Developers with Azure AI Services

752 ratings at Udemy

Learn to develop smart .NET applications backed by powerful generative AI components

• Udemy
• 6 hours 42 minutes
• On-Demand
• Paid Course

DP-100 Azure Machine Learning in Python-Basic to Advance2023

60 ratings at Udemy

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

• Udemy
• 3 hours 24 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs Microcredential

Machine Learning Operations

Master MLOps essentials with Python, Rust, and GitHub Copilot while learning to deploy models using SageMaker, Azure ML, MLflow, and Hugging Face. Explore career paths in Data Science, ML Engineering, and AI Product Management.

• edX
• On-Demand
• $1,796.00
• 4 courses

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

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

Data Science Dojo

How to Deploy an ML App on Azure App Service

Learn to develop and deploy an interactive machine learning app on Azure, covering UI creation, model development, and CI/CD configuration for seamless production deployment.

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

Databricks

MLflow and Azure Machine Learning - The Power Couple for ML Lifecycle Management

Explore MLflow and Azure Machine Learning integration for streamlined ML lifecycle management, covering versioning, run history, automation, deployment, and CI/CD pipelines in MLOps.

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

The Machine Learning Engineer

Azure ML: Python SDK v2 - Creating Machine Learning Applications

1 review

Develop ML applications using Azure Machine Learning Studio Python SDK v2. Train models and publish to Azure ML model repository.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

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

157 ratings at LinkedIn Learning

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 hour 6 minutes
• On-Demand
• Free Trial Available