Purpose: Gives a brief overview of general topics which helps to get started.
- Getting started with Python for Data Science : http://xploreanalytics.blogspot.in/2016/03/getting-started-with-data-science-python.html
List of videos to be created:
- Introduction to Pandas
- Deep dive in Pandas
- Understanding the structure of scikit learn library
- Supervised and Unsupervised learning
- Regression vs Classification
- Tress (General introduction and RandomForest) - Part 1
- Tress (GBM and XGBoost) - Part 2