Fall 2019-2020 Lecture Notebooks
- Python basics
- pre-lecture: [colab]
- Python Classes and Objects, NumPy basics
- pre-lecture: [colab]
- Numpy arrays and indexing (NumPy)
- pre-lecture: [colab]
- Numerical algorithms (NumPy)
- pre-lecture: [colab]
- Scientific computing (SciPy)
- pre-lecture: [colab]
- Data science (Pandas)
- pre-lecture: [colab]
- Machine learning (scikit-learn)
- pre-lecture: [colab]
- Deep Learning (pytorch)