> For the complete documentation index, see [llms.txt](https://softstack-factory.gitbook.io/ds200/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://softstack-factory.gitbook.io/ds200/next-steps/books.md).

# Books

#### Online Books

* [Data science handbook](https://github.com/SoftStackFactory/PythonDataScienceHandbook)

#### Recommend Books To Consider Purchasing

* [Practical Statistics for Data Scientists](https://www.amazon.com/Practical-Statistics-Data-Scientists-Essential/dp/1491952962?ref_=ast_sto_dp)
* [Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning](https://www.amazon.com/Machine-Learning-Python-Cookbook-Preprocessing/dp/1491989386?ref_=ast_sto_dp)
* [Machine learning mastery collection (stats, data science, and machine learning)](https://machinelearningmastery.com/products/)
* [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646)
* [Automate the boring stuff with python](https://www.amazon.com/Automate-Boring-Stuff-Python-Programming/dp/1593275994/ref=sr_1_8?keywords=learn+python\&qid=1575760746\&sr=8-8)
* [Head first python](https://www.amazon.com/Head-First-Python-Brain-Friendly-Guide/dp/1491919531?ref_=ast_sto_dp)

#### Other Books

* [Data Science at Scale with Python and Dask](https://www.manning.com/books/data-science-at-scale-with-python-and-dask)
* [The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists](http://www.thedatasciencehandbook.com/)
* [The Art of Data Usability](https://www.manning.com/books/the-art-of-data-usability)
* [Think Like a Data Scientist](https://www.manning.com/books/think-like-a-data-scientist)
* [List of books](https://github.com/academic/awesome-datascience#books)