# Python-ML

## Python-ML

- [README](https://pyml.aspires.cc/readme.md)
- [Hello Linux](https://pyml.aspires.cc/chapter1/hello-linux.md)
- [Command Line](https://pyml.aspires.cc/chapter1/command-line.md)
- [Vim](https://pyml.aspires.cc/chapter1/vim.md)
- [conda: the Python environment manager](https://pyml.aspires.cc/chapter2/conda-the-python-version-manager.md)
- [Transfer to Python](https://pyml.aspires.cc/chapter2/transfer-to-python.md)
- [Object Oriented](https://pyml.aspires.cc/chapter2/object-oriented.md)
- [Importing modules](https://pyml.aspires.cc/chapter2/importing-modules.md)
- [pip: Package manager](https://pyml.aspires.cc/chapter2/pip-package-manager.md)
- [DS Utilities: Numpy](https://pyml.aspires.cc/chapter2/data-science-utilities.md)
- [Implementation of Neural Networks from scratch](https://pyml.aspires.cc/chapter3/neural-networks.md)
- [Gradient Descent](https://pyml.aspires.cc/chapter3/lab-assignment.md)
- [Introduction to Tensorflow](https://pyml.aspires.cc/chapter3/introduction-to-tensorflow-pytorch.md)
- [CNN: NN with image processing](https://pyml.aspires.cc/chapter3/cnn-nn-with-image-processing.md)
- [Introduction to Data Augmentation](https://pyml.aspires.cc/chapter3/introduction-to-data-augmentation.md)
- [Brief introduction to miscellaneous Neural Networks](https://pyml.aspires.cc/chapter3/brief-introduction-to-miscellaneous-neural-networks.md)