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(536 Courses Available)
1.3 Working with Data: An Introduction to R (M-I-T)
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1.4 Understanding Food: Nutritional Education with Data (Recitation) (M-I-T)
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2.1 Welcome to Unit 2 (M-I-T)
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2.2 The Statistical Sommelier: An Introduction to Linear Regression (M-I-T)
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2.3 Moneyball: The Power of Sports Analytics (M-I-T)
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2.4 Playing Moneyball in the NBA (Recitation) (M-I-T)
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3.1 Welcome to Unit 3 (M-I-T)
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3.2 Modeling the Expert: An Introduction to Logistic Regression (M-I-T)
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3.3 The Framingham Heart Study: Evaluating Risk Factors to Save Lives (M-I-T)
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3.4 Election Forecasting: Predicting the Winner Before any Votes are Cast (Recitation) (M-I-T)
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4.1 Welcome to Unit 4 (M-I-T)
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4.2 Judge, Jury, and Classifier: An Introduction to Trees (M-I-T)
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4.3 Keeping an Eye on Healthcare Costs: The D2Hawkeye Story (M-I-T)
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4.4 Location, Location, Location: Regression Trees for Housing Data (Recitation) (M-I-T)
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5.1 Welcome to Unit 5 (M-I-T)
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5.2 Turning Tweets into Knowledge: An Introduction to Text Analytics (M-I-T)
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5.3 Man vs. Machine: How IBM Built a Jeopardy Champion (M-I-T)
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5.4 Predictive Coding: Bringing Text Analytics to the Courtroom (Recitation) (M-I-T)
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6.1 Welcome to Unit 6 (M-I-T)
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6.2 Recommendations Worth a Million: An Introduction to Clustering (M-I-T)
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6.3 Predictive Diagnosis: Discovering Patterns for Disease Detection (M-I-T)
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6.4 Seeing the Big Picture: Segmenting Images to Create Data (Recitation) (M-I-T)
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7.1 Welcome to Unit 7 (M-I-T)
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7.2 Visualizing the World: An Introduction to Visualizatio (M-I-T)
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7.3 The Analytical Policeman: Visualization for Law and Order (M-I-T)
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