Advanced ML

Advanced Machine Learning Resources

These third-party resources complement the advanced Machine Learning section of aicompute.dev. They include official documentation, model hubs, deployment tools, research platforms, and production technologies used to build modern machine learning and AI systems.

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. aicompute.dev is not affiliated with or endorsed by the third-party websites listed above.