Get Started

$\square$ Get Started with Python in VS Code

$\square$ Using Python on Windows

$\square$ Creation of Virtual Environments

$\square$ Install Packages in a Virtual Environment Using pip and venv

$\square$ GitHub Copilot | Licensing | Quickstart

$\square$ Google Colab

$\square$ Simplilearn | Tips

Python Libraries for Data Analysis

$\square$ Numerical Python (NUMPY) | Installation

$\square$ Scientific Python (SciPy) | Installation

$\square$ Python and Data Analysis (PANDAS)

$\square$ MATrix PLOTting LIBrary (MatPlotLib) | Seaborn

$\square$ Symbolic Python (SymPy)

$\square$ Lessons: Python for Scientific Computing

Python Libraries for Machine Learning

$\square$ Scikit-learn | Model Selection and Evaluation

$\square$ TensorFlow

$\square$ pyTorch

$\square$ Keras

$\square$ MXNet | Awesome-MXNet

$\square$ Caffe

Books

$\square$ Python for Data Analysis

$\square$ Python Data Science Handbook

$\square$ Deep Learning with Python

$\square$ Deep Learning with PyTorch

$\square$ Python Machine Learning

$\square$ Math for Programmers | Source Code

Userful References

$\square$ Think Python

A Vistual Intro to Numpy | Python Data Science and ML Bootcamp | Liaoxuefeng's Blog Cheet Sheet | Numpy, Scipy, Pandas | Scipy | Basic | Kaggle | Matplotlib | Github | DataCamp

$\square$ Github - Basic Writing and Formatting | README

$\square$ Markdown Guide | LaTex | LaTex-Equations | Formatting Notebooks (LaTeX)

$\square$ Stack Overflow