A carefully curated list of AI/ML resources, tools, frameworks, papers, and learning paths.

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📚 Table of Contents

• 🎓 Learning Paths
• 🛠️ Frameworks & Libraries
• 📄 Research Papers
• 🤖 LLMs & Foundation Models
• 🎨 Generative AI
• 🧰 Developer Tools
• 📊 Datasets
• 🎯 Applications

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🎓 Learning Paths

Beginner

Resource	Type	Link
fast.ai	Course	Visit
Andrew Ng's ML Course	Course	Coursera
Google ML Crash Course	Tutorial	Visit
Kaggle Learn	Interactive	Visit

Intermediate

Resource	Type	Link
Deep Learning Specialization	Course	Coursera
Hugging Face NLP Course	Course	Visit
Stanford CS229	Lectures	YouTube

Advanced

Resource	Type	Link
LLM University (Cohere)	Course	Visit
Reinforcement Learning (Sutton)	Book	PDF
MIT Deep Learning	Lectures	Visit

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🤖 LLMs & Foundation Models

Model	Creator	Access
GPT-4 / GPT-4o	OpenAI	API
Claude 3.5	Anthropic	API
Gemini	Google	API
LLaMA 3	Meta	Open Source
Mistral	Mistral AI	Open Source
Phi-3	Microsoft	Open Source

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🛠️ Frameworks & Libraries

Core ML

• PyTorch — Dynamic neural networks
• TensorFlow — Production ML platform
• JAX — High-performance numerical computing
• scikit-learn — Classical ML algorithms

LLM & NLP

• LangChain — LLM application framework
• Hugging Face Transformers — Pre-trained models
• LlamaIndex — Data framework for LLMs
• Semantic Kernel — AI orchestration

Computer Vision

• OpenCV — Image processing
• YOLO — Object detection
• Stable Diffusion — Image generation

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🎨 Generative AI Tools

Tool	Purpose	Type
Midjourney	Image Generation	Commercial
Stable Diffusion	Image Generation	Open Source
ElevenLabs	Voice Synthesis	Commercial
RunwayML	Video Generation	Commercial
Suno AI	Music Generation	Commercial

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🎯 Real-World Applications

• 💊 Healthcare — Diagnostic AI, drug discovery
• 💰 Finance — Fraud detection, algorithmic trading
• 🛒 E-commerce — Recommendation engines, pricing
• 🎓 Education — Personalized learning, AI tutors
• 🏭 Manufacturing — Quality control, predictive maintenance

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🤝 Contributing

Contributions are welcome! Please read the Contributing Guidelines first.

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Curated with ❤️ by Ariba Irfan | @IndoverseAI

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