Johns Hopkins University

Data Science

Course 1: The Data Scientist’s Toolbox

• The Leek group guide to data sharing

Course 2: R Programming

• Programming Assignment 2

Course 3: Getting and Cleaning Data

• Course Project

Course 4: Exploratory Data Analysis

• Plotting Assignment 1

Course 5: Reproducible Research

• Peer Assessment 1
• Peer Assessment 2

Course 6: Statistical Inference

Course 7: Regression Models

Course 8: Practical Machine Learning

• Prediction Assignment

Course 9: Developing Data Products

• R Markdown and Leaflet
• R Markdown Presentation & Plotly
• Course Project

Data Science Capstone

• Milestone Report
• Final Project App
• Final Project Presentation