MSDN Documentation

Azure Machine Learning Tutorials

Azure ML Basics

Getting Started with Azure Machine Learning Studio

Learn the fundamental concepts and workflow of Azure Machine Learning Studio to build, train, and deploy your first ML model.

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Model Training

Training Custom Models with Azure ML SDK

Discover how to use the Azure Machine Learning Python SDK to train sophisticated custom models using various algorithms and frameworks.

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Model Deployment

Deploying ML Models as Web Services

Master the process of deploying your trained machine learning models as scalable web services for real-time predictions and integrations.

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MLOps

Implementing MLOps with Azure DevOps

Explore best practices for MLOps, including CI/CD pipelines for machine learning, model versioning, and automated deployment.

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AutoML

Leveraging AutoML for Faster Model Development

Understand how Azure Machine Learning's Automated ML feature can help you quickly find the best models for your data without extensive manual tuning.

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Data Preparation

Data Preparation and Feature Engineering

Learn essential techniques for cleaning, transforming, and engineering features to improve the performance of your machine learning models.

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