Data Science with R - Capstone Project
Completed by susan wamboi
May 6, 2023
24 hours (approximately)
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What you will learn
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.
Skills you will gain
- Category: Exploratory Data Analysis
- Category: Predictive Modeling
- Category: Ggplot2
- Category: Statistical Modeling
- Category: Data Transformation
- Category: Dashboard
- Category: Shiny (R Package)
- Category: Data Collection
- Category: Regression Analysis
- Category: Web Scraping
- Category: Tidyverse (R Package)
- Category: Data Cleansing
