CAP 6606Graduate · University of West Florida
Machine Learning for Intelligent Systems & Robotics
A graduate course that runs from classical machine learning through deep learning to Transformers, reinforcement learning, and large language models. Each module has lecture notes and runnable Jupyter notebooks you can open in Colab or Kaggle, with recorded video lectures added as they are released.
- Classical ML & scikit-learn
- Model evaluation
- Neural networks & PyTorch
- CNNs & RNNs
- Transformers
- Reinforcement learning
- Large language models