Awesome Robotics Resources

Free Robotics & AI learning resources, including courses, books, lectures, research papers, tutorials, projects, and more.

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Natural Language Processing

← Artificial Intelligence · Home

Text modeling from classic NLP to modern pipelines.

Status: structure ready, curation pending. Only verified, legitimately free resources are listed; none are added until checked.

📚 Books

• Speech and Language Processing draft
• Dive into Deep Learning
• Natural Language Processing with Transformers resources

🎓 University Courses

• Hugging Face LLM/NLP course
• Full Stack Deep Learning
• LLM University by Cohere

▶️ YouTube & Lecture Series

• Andrej Karpathy
• Stanford NLP
• Hugging Face

🌐 Websites & Tutorials

• Hugging Face LLM course
• Full Stack Deep Learning
• The Illustrated Transformer

📝 Lecture Notes

• Stanford CS224n
• Hugging Face course
• Stanford NLP notes

📄 Research Papers

• Attention Is All You Need
• BERT
• LLaMA

💻 Projects

• Hugging Face Transformers
• nanoGPT
• llama.cpp

🛠️ Official Documentation

• Hugging Face Transformers
• PyTorch
• vLLM