It included many topics to study and practice such as Data Wrangling, Practical statistics and Data Visualization and apply them to real-world scenarios.
Project 1: Investigate TMDb Movie Dataset
Investigating TMDb movies Dataset using pandas, numpy and matplotlib libraries. The tmdb dataset csv file is a clean version of the main dataset in kaggle
Project 2: A/B Test for an E-commerce website
Apply A/B Test to help the company understand if they should implement the new page, keep the old page, or perhaps run the experiment longer to make their decision. using pandas, numpy and matplotlib libraries.
Project 3: Ford GoBike System Data Visualization
Data Visualization Report: Bike Ride Trends and Biker Types of Ford GoBike System using data from january 2019 to december 2019. using pandas, numpy, matplotlib and seaborn libraries.