Learn to Scrape and Extract Data from Various Sources and Use Regular Expressions, Numpy, Pandas for Solving Data Science Related Problems.
- Regular Expressions
- Introduction to Numpy
- Introduction to Pandas
- Introduction to Web Scraping
Perform Advanced Query Analysis using Pivot Tables, Cross Tabulations etc and Create Advanced Interactive and Animated Data Visualizations using Python.
- Basics of Data Analysis
- Query Analysis using Python
- Introduction to Advanced Data Visualizations
- Animated and Interactive Visualizations
PROJECT/ASSIGMENT
Players Performance Analysis: Analyze Performance metrics of players based on their skills, nationality, clubs, age etc to understand factors driving the performance of these players by using Pandas, Matplotlib, and Other Python Libraries learnt in this Module.
