Data Science with R - Capstone Project

In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses in the IBM Data Science with R Specialization or IBM Data Analytics with Excel and R Professional Certificate. For this project, you will assume the role of a Data Scientist who has recently joined an organization and be presented with a challenge that requires data collection, analysis, basic hypothesis testing, visualization, and modeling to be performed on

• Write a web scraping program to extract data from an HTML file using HTTP requests and convert the data to a data frame.
• Prepare data for modelling by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values.
• Interpret datawithexploratory data analysis techniques by calculating descriptive statistics, graphing data, and generating correlation statistics.
• Build a Shiny app containing a Leaflet map and an interactive dashboard then create a presentation on the project to share with your peers.