> For the complete documentation index, see [llms.txt](https://book.thedatascienceinterviewproject.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://book.thedatascienceinterviewproject.com/python.md).

# PYTHON

- [Theoretical](https://book.thedatascienceinterviewproject.com/python/theoretical.md)
- [Basics](https://book.thedatascienceinterviewproject.com/python/basics.md): This page deals with Basic Python Questions
- [Data Manipulation](https://book.thedatascienceinterviewproject.com/python/data-manipulation.md)
- [Statistics](https://book.thedatascienceinterviewproject.com/python/statistics.md)
- [NLP](https://book.thedatascienceinterviewproject.com/python/nlp.md)
- [Algorithms from scratch](https://book.thedatascienceinterviewproject.com/python/algorithms-from-scratch.md): Often companies ask to code different Algorithms from scratch as a part of their craft demo round.
- [Linear Regression](https://book.thedatascienceinterviewproject.com/python/algorithms-from-scratch/linear-regression.md)
- [Logistic Regression](https://book.thedatascienceinterviewproject.com/python/algorithms-from-scratch/logistic-regression.md)
- [PySpark](https://book.thedatascienceinterviewproject.com/python/pyspark.md): A brief overview of PySpark