Table of Contents
- Data Science Fundamentals
- Installing Software and Setting up
- Lists and Dictionaries
- Function and Packages
- NumPy Foundation
- Pandas and Data-frame
- Interacting with Databases
- Thinking Statistically in Data Science
- How to import data in Python?
- Cleaning of imported data
- Data Visualisation
- Data Pre-processing
- Supervised Machine Learning
- Unsupervised Machine Learning
- Handling Time-Series Data
- Time-Series Methods
- Case Study