Azure AI puts artificial intelligence and machine learning at the fingertips of every developer. Looking to build ML models? Choose your preferred method to do so, whether you prefer a code-first experience, automated ML, or visual tools that simplify ML for any experience level. Looking to add pre-built models to your apps? Give your app the abilities of computer vision, natural language processing (NLP), speech, and decision-making with simple API calls.

NEW Microsoft tools?

We've got your back. Our machine learning quickstarts and sample code will help you start building. Need datasets? Azure Open Datasets offers curated, ML-ready open data including featured datasets like weather, city safety, satellite imagery, socioeconomic data and more. You can also visit this ML resources page for more guidance on getting started.

Additionally, you can visit our AI developer resource page for guidance on getting started with Cognitive Services- whether you’re looking to solve for optical character recognition (OCR), detect objects in images, transcribe audio, understand or process natural language, make personalized recommendations, or even add read-aloud text-to-speech capabilities to build inclusive applications.

TECHNICAL RESOURCES

Machine Learning Services Resources

Cognitive Services Resources

Azure Machine Learning Service

Getting started

• Resources to help you get started with ML in Azure
• What is Azure Machine Learning service?
• New to machine learning? Our quickstarts and sample code will help you start building.
• Prefer a no-code experience? Get started with the visual interface or automated ML UX
• Prefer a Python experience?  Use the Azure Machine Learning Python SDK  in your own Jupyter notebook or a cloud-hosted Jupyter notebook. It’s compatible with popular frameworks like scikit-learn, PyTorch and TensorFlow. You can also use automated machine learning through the SDK
• Documentation
• SDK
• Need datasets? Azure Open Datasets offers ML-ready open data such as 10-year historical weather, 15 day weather forecast, public holidays and more.
• Ideas and inspiration from the Azure pros

Sample Projects

• Automotive price prediction (visual interface)
• Predict credit risk (visual interface)
• NYC Taxi Fare prediction (automated machine learning + data from Azure Open Datasets)
• Image classification on MNIST dataset (scikit-learn)
• Image classification on Fashion MNIST dataset (Keras/TensorFlow)
• More sample notebooks

Tutorial Videos

• Get started with Azure Machine Learning service
• Build zero-code machine learning models
• Build models quickly with automated machine learning
• Build a pet detector in less than 30 minutes
• Build a time-series forecasting model

Azure Cognitive Services

Getting started

• Resources to help you get started with AI in Azure
• What are Azure Cognitive Services?
• Start using Cognitive Services
• Using Cognitive Services in containers
• Documentation

Sample projects

• C#
• Java
• Python
• Node.js

Tutorial videos

• Object detection
• Computer vision made easy
• Train and Identify Unique Designs or Image Content
• Understanding and analyzing text
• Content moderation of images, text and video
• Build a bot in minutes with QnA Maker
• Building an intelligent bot to help you at conferences
• More Cognitive Services samples
• Using Cognitive Services in containers