PythonDataScienceHandbook
Data Science Handbook
An online guide and set of executable Jupyter notebooks providing an introduction to core libraries for data science in Python.
Python Data Science Handbook: full text in Jupyter Notebooks
43k stars
2k watching
18k forks
Language: Jupyter Notebook
last commit: about 2 years agoLinked from 4 awesome lists
jupyter-notebookmatplotlibnumpypandaspythonscikit-learn
academic/awesome-datascience
faroit/awesome-python-scientific-audio
m2n037/awesome-mecheng
quobit/awesome-python-in-educationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 wesm/pydata-book | Materials and IPython notebooks for data analysis with Python | 22,389 |
 fchollet/deep-learning-with-python-notebooks | Companion notebooks implementing code samples from the book on deep learning with Python | 18,820 |
 jvns/pandas-cookbook | A comprehensive guide to getting started with Python's pandas library using real-world data examples | 6,697 |
 jupyter-book/jupyter-book | Builds interactive books and PDF documents from computational content using Python | 3,891 |
 jerry-git/learn-python3 | A comprehensive teaching and learning resource for Python 3 programming | 6,474 |
 jrjohansson/scientific-python-lectures | A collection of Python lecture notes on scientific computing topics. | 3,509 |
 joaoventura/full-speed-python | A comprehensive guide to learning Python through practical exercises and projects | 4,066 |
| jakevdp/whirlwindtourofpython | An introduction to Python programming and data science | 3,743 |
 amueller/introduction_to_ml_with_python | A repository of notebooks and code for teaching machine learning with Python | 7,483 |
 mwouts/jupytext | Enables conversion between Jupyter Notebooks and plain text documents | 6,673 |
 cuttlefishh/python-for-data-analysis | An introduction to data science using Python and Pandas with Jupyter notebooks | 851 |
 yanndebray/matlab-with-python-book | A comprehensive guide to integrating MATLAB and Python for scientific computing | 68 |
 packtpublishing/machine-learning-for-streaming-data-with-python | A comprehensive guide to building machine learning models for streaming data in Python | 68 |
 rhiever/data-analysis-and-machine-learning-projects | A repository of teaching materials, code, and data for various data analysis and machine learning projects. | 6,153 |
 pydantic/pydantic | A Python library for validating data using type hints and JSON Schema. | 21,677 |