GitHub - bangdasun/python-learning: A series lectures about python basic and its application in statistics & data science

Python-study-group

A series lectures about python basic and its application in statistics & data science

Data types; Data Structures (list, dictionary, tuple); Flow Control; OOP Design; Built-in Packages.

For built-in packages, there are several of them I think are efficient and always used: collections, itertools, functools, threading, etc.

Numerical computing

Data processing and manipulation

Data Visualization

Machine Learning algorithms and piplines

Name		Name	Last commit message	Last commit date
Latest commit History 58 Commits
basis		basis
exercise		exercise
intro-to-matplotlib		intro-to-matplotlib
intro-to-numpy		intro-to-numpy
intro-to-pandas		intro-to-pandas
README.md		README.md
log_file.log		log_file.log
pandas-tips.ipynb		pandas-tips.ipynb
python-collections.ipynb		python-collections.ipynb
python-contextlib.ipynb		python-contextlib.ipynb
python-efficiency-tips.ipynb		python-efficiency-tips.ipynb
python-itertools.ipynb		python-itertools.ipynb
python-logging.ipynb		python-logging.ipynb
python-useful-functions.ipynb		python-useful-functions.ipynb