AI & Machine Learning Development Resources

Your comprehensive guide to building intelligent applications.

Getting Started

Introduction to AI/ML on Azure

Learn the fundamentals of artificial intelligence and machine learning, and how Azure services can accelerate your development journey.

Azure AI Fundamentals ML Basics
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Core Concepts of Machine Learning

Deep dive into algorithms, model training, evaluation, and deployment techniques essential for any ML developer.

Algorithms Model Training Evaluation
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Responsible AI Principles

Understand the importance of fairness, transparency, accountability, and privacy in building ethical AI systems.

Ethics Responsible AI Guidelines
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Tools & Services

Azure Machine Learning Studio

A cloud-based environment for training, deploying, and managing machine learning models.

Azure ML MLOps Cloud Platform
Try Studio

Azure Cognitive Services

Pre-built, cloud-based AI models that allow developers to add cognitive capabilities like vision, speech, and language to applications.

Pre-trained Models APIs Vision Speech Language
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MLOps Best Practices

Implement robust practices for managing the machine learning lifecycle, from experimentation to production and monitoring.

DevOps CI/CD Model Management
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Community & Support

MSDN AI/ML Forums

Connect with fellow developers, ask questions, and share your insights on AI and ML development.

Community Q&A Forums
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GitHub Repositories

Explore open-source projects, sample code, and SDKs related to AI and ML development.

Open Source Code Samples SDKs
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Latest AI/ML Blog Posts

Stay up-to-date with the newest trends, announcements, and deep dives from the Microsoft AI/ML team.

News Trends Announcements
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