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Showing 14 of 4 projects

generative-ai-for-beginners

microsoft/generative-ai-for-beginners

105.6k

Microsoft's structured 21-lesson curriculum covering generative AI fundamentals through hands-on Jupyter notebooks. Covers key concepts from prompt engineering to building complete applications.

💡

Comprehensive learning resource with practical examples and structured progression for developers entering the generative AI space.

Jupyter Notebook56516Updated 2mo ago
aiazurechatgptdall-e+10

ML-For-Beginners

microsoft/ML-For-Beginners

83.3k

Microsoft's comprehensive 12-week machine learning curriculum with 26 lessons covering classical ML algorithms, practical applications, and hands-on projects using Python and R.

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Well-structured learning path for traditional machine learning with practical exercises and real-world applications.

Jupyter Notebook19772Updated 2mo ago
data-scienceeducationmachine-learningmachine-learning-algorithms+8

stable-diffusion

CompVis/stable-diffusion

72.2k

The original Stable Diffusion implementation from CompVis, providing the foundational latent diffusion model for text-to-image generation. Includes research code and model weights.

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Reference implementation for understanding diffusion model internals and building custom image generation solutions.

Jupyter Notebook10568Updated 1y ago

ai-agents-for-beginners

microsoft/ai-agents-for-beginners

49.4k

Educational curriculum with 12 structured lessons for learning AI agent development using Microsoft's frameworks including AutoGen and Semantic Kernel. Provides hands-on Jupyter notebook exercises.

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Best starting point for developers new to AI agents with structured learning path and practical exercises from Microsoft.

Jupyter Notebook17192Updated 2mo ago
agentic-aiagentic-frameworkagentic-ragai-agents+4

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