This mind map lists all important Data Science with Python Topics like mentioned below and few details about each topic. We can use this mind map as a learning progress tracker.
Python Libraries for Data Science
Numpy
Pandas
Matplotlib
Seaborn
Scipy
Scikit-learn
Machine Learning
NLP
Web Scraping
Hadoop Integration with Python
PySpark
Data Science with Python Topics Overview mindmap as image format for downloading purpose. Please feel free to share.