edx + MIT
Tools: RStudio & MO Excel
URL: https://www.edx.org/course/analytics-edge-mitx-15-071x-0
- An Analytical Detective
- Demographics & Employment
- Internet Privacy Pooll
- Stocks & Dinamics
- Understanding Food
- Working With Data
- Climate Change
- Detecting Flu
- Forecassting Sales
- Moneyball in the NBA
- Reading Test Scores
- State Data
- The Power of Sport Analytics
- The Statistical Sommelier
- Election Forecasting
- Framingham Study
- Modeling the Expert
- Popularity Music Records
- Predicting Loan Repayment
- Predicting Parole Violators
- Judge, Jury and Classifier: An Introduction to Tree
- Keeping an Eye on Health Care Cost: The D2Hawkeye Story
- Location, Location, Location: Regression Trees for Housing Data
- State Data Revisited
- Understanding Why People Vote
- Letter Recognition
- Predicting Earnings From Census Data
- State Data (Revisited)
- Turning Tweets into Knowledge: An Introduction to Text Analytics
- Man vs Machine: How IB Built a Jeopardy Champion
- Predictive Coding: Bringing Text Analytics to the Courtroom
- Detecting Vandalism on Wikipedia
- Automating Reviews in Medicine
- Separating SPAM from HAM (Part 1)
- Separating SPAM from HAM (Part 2)
- Recommendations Worth a MIllion: An Introduction to Clustering
- Predictive Diagnosis: Discovering Patterns for Disease Detection
- Seeing the Big Picture: Segmenting Images to Create Data
- Document Clustering With Daily Kos
- Market Segmentation for Airlines
- Predicting Stock Returns With Cluster-then-Predict
- Visualizing the World: An Introduction to Visualization
- The Analytical Policeman: Visualization for Law Order
- The Good, the Bad, and the Ugly: Visualization Recitation
- Election Forecasting Revisited
- Visualizing Network Data
- Visualizing Text Data Using Word Clouds
- Visualizing Attributes of Parole Violators
- Airline Revenue Management: An Introduction to Linear Optimization
- Radiation Therapy: An Application of Linear Optimization
- Google AdWords: Optimizing Online Advertising
- Investment Management Under Taxation
- Filatoi Riuniti
- Gasoline Blending
- Even' Star Organic Farm
- Sports Scheduling: An Introduction to Integer Optimization
- eHarmony: Maximizing the Probability of Love
- Operating Room Scheduling: making Hospitals Run Smoothly
- Selecting Profitable Hotel Sites
- Assigning Sales Regions at Pfizer Turkey
- Class Assignments in an Elementary School
- Even' Star Organic Farm Revisited
- Gerrymandering New Mexico
- Forecasting Interest Rate Hikes by the US Federal Reserve
- Understanding Retail Consumers
- Patterns in Renewable Energy Generation
- Optimal Production Scheduling