Book

• Numerical Compution in Python

1. Hands-On Data Analysis with NumPy and pandas

Code: https://github.com/PacktPublishing/Hands-On-Data-Analysis-with-NumPy-and-pandas

2. Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter

Code: https://github.com/wesm/pydata-book

• Scientifict Computation in Python

1. SciPy and NumPy: Optimizing & Boosting Your Python Programming

2. Numerical Python

3. Scientific Computing with Python

4. Python Programming and Numerical Methods_A Guide for Engineeris and Scientist

Statistics in Python

1. An Introduction to Statistics with Python

2. Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python

3. Hands-on Time Series Analysis with Python

• Machinelearning in Python

1. Python Data Science Handbook

Code: https://jakevdp.github.io/PythonDataScienceHandbook/index.html

2. Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow

3. Mastering Machine Learning Algorithms

Code: https://github.com/PacktPublishing/Mastering-Machine-Learning-Algorithms-Second-Edition

4. Hands-On-Gradient-Boosting-with-XGBoost-and-Scikit-learn

Code: https://github.com/PacktPublishing/Hands-On-Gradient-Boosting-with-XGBoost-and-Scikit-learn

• Deep Learning

1. Deep Learning with Applications Using Python

• Computer Vision

1. Raspberry Pi Image Processing Programming: With NumPy, SciPy, Matplotlib, and OpenCV

2. Mastering YOLO

3. Learning OpenCV 4 Computer Vision with Python 3

4. Computer Vision: Algorithms and Applications

• Traffic Network Analysis

1. Python for Graph and Network Analysis