Advanced ML

Advanced Machine Learning Resources

These third-party resources complement the advanced Machine Learning section.

Deep Learning

Frameworks

• PyTorch
• TensorFlow
• Keras

Tutorials

• PyTorch Tutorials
• TensorFlow Tutorials
• fast.ai

Large Language Models

Platforms

• Hugging Face
• OpenAI Documentation
• Anthropic Documentation
• Meta Llama

Application Frameworks

• LangChain
• LlamaIndex
• vLLM

Datasets

• Hugging Face Datasets
• Kaggle Datasets
• UCI Machine Learning Repository

Computer Vision

• OpenCV Documentation
• TorchVision
• Hugging Face Computer Vision Course

Natural Language Processing

• Hugging Face Documentation
• spaCy Documentation
• NLTK

Reinforcement Learning

• Gymnasium
• Stable Baselines3

Experiment Tracking & MLOps

• MLflow
• Weights & Biases
• Neptune

Deployment

• FastAPI
• Streamlit
• Docker
• Kubernetes

Cloud AI Platforms

• Amazon SageMaker
• Google Vertex AI
• Azure Machine Learning

Research

• arXiv
• Papers with Code
• Hugging Face Papers
• DeepLearning.AI

Experimentation

• Google Colab
• Kaggle Notebooks
• Hugging Face Spaces

These resources are provided for educational purposes only. This site is not affiliated with or endorsed by the third-party websites listed above.