
MIT OpenCourseWare
A free and open online publication of educational material from thousands of MIT courses, covering the entire MIT curriculum, ranging from introductory to the most advanced graduate courses. On the OCW website, each course includes a syllabus, instructional material like notes and reading lists, and learning activities like assignments and solutions. Some courses also have videos, online textbooks, and faculty insights on teaching. Knowledge is your reward. There's no signup or enrollment, and no start or end dates. OCW is self-paced learning at its best. Whether you’re a student, a teacher, or simply a curious person that wants to learn, MIT OpenCourseWare (OCW) offers a wealth of insight, inspiration, videos, and a whole lot more! Get the full picture on the OCW website at https://ocw.mit.edu. Accessibility: https://accessibility.mit.edu/ User comments policy: https://ocw.mit.edu/comments/ (Channel banner photo by Nietnagel on Flickr: https://flic.kr/p/8WXxfK.)
Episodes


7.4.6 R7. Visualization - Video 5: World Maps in R

8.4.3 R8. Google AdWords - Video 2: How Online Advertising Works

3.2.1 Introduction to Logistical Regression - Video 1: Replicating Expert Assessment

3.4.5 R3. Election Forecasting - Video 4: Logistic Regression Models

3.2.12 Introduction to Logistical Regression - Video 7: Interpreting the Model

3.4.6 R3. Election Forecasting - Video 5: Test Set Predictions

4.4.4 R4. Regression Trees - Video 3: Geographical Predictions

4.3.15 Healthcare Costs - Video 8: Predicting Healthcare Cost in R

6.2.3 An Introduction to Clustering - Video 2: Recommendation Systems

5.2.6 An Introduction to Text Analytics - Video 4: Bag of Words

4.4.6 R4. Regression Trees - Video 5: Putting it all Together

2.4.3 R2. Moneyball in the NBA - Video 2: Playoffs and Wins

6.4.6 R6. Segmenting Images - Video 4: MRI Image

7.2.5 An Introduction to Visualization - Video 3: What is Data Visualization?

8.4.8 R8. Google AdWords - Video 7: Sensitivity Analysis

2.3.11 Sports Analytics - Video 6: The Analytics Edge in Sports

3.3.5 The Framingham Heart Study - Video 3: A Logistical Regression Model

8.4.7 R8. Google AdWords - Video 6: A Greedy Approach

9.2.7 Sports Scheduling - Video 4: Logical Constraints
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