Winter 2019-2020 Lecture Notebooks

1. Python basics
   • pre-lecture: [colab]
2. Python Classes and Objects, NumPy basics
   • pre-lecture: [colab]
3. Numpy arrays and indexing (NumPy)
   • pre-lecture: [colab]
4. Numerical algorithms (NumPy)
   • pre-lecture: [colab]
5. Scientific computing (SciPy)
   • pre-lecture: [colab]
6. Data science (Pandas)
   • pre-lecture: [colab]
7. Machine learning (scikit-learn)
   • pre-lecture: [colab]
8. Deep Learning (pytorch)
   • pre-lecture: [colab]