There are four main projects to complete the program:
Learn the data science process, including how to build effective data visualizations, and how to communicate with various stakeholders. In this project, I chose the dataset from Kaggle to analyze Airbnb users booking behaviors and predict their first booking destinations. The analysis results are written as What are Airbnb New User’s First Booking Destination ?.
In this project, I’ll build a data pipeline to prepare message data from major natural disasters around the world.
Learn to design experiments and analyze A/B test results. Explore approaches for building recommendation systems.