# PYTHON

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