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MIT OpenCourseWare · Education

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

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3.4.3 R3. Election Forecasting - Video 2: Dealing with Missing Data

13 Dec 2018
7m
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7.4.6 R7. Visualization - Video 5: World Maps in R

13 Dec 2018
11m
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8.4.3 R8. Google AdWords - Video 2: How Online Advertising Works

13 Dec 2018
5m
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3.2.1 Introduction to Logistical Regression - Video 1: Replicating Expert Assessment

13 Dec 2018
4m
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3.4.5 R3. Election Forecasting - Video 4: Logistic Regression Models

13 Dec 2018
8m
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3.2.12 Introduction to Logistical Regression - Video 7: Interpreting the Model

13 Dec 2018
8m
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3.4.6 R3. Election Forecasting - Video 5: Test Set Predictions

13 Dec 2018
4m
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4.4.4 R4. Regression Trees - Video 3: Geographical Predictions

13 Dec 2018
5m
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4.3.15 Healthcare Costs - Video 8: Predicting Healthcare Cost in R

13 Dec 2018
9m
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6.2.3 An Introduction to Clustering - Video 2: Recommendation Systems

13 Dec 2018
4m
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5.2.6 An Introduction to Text Analytics - Video 4: Bag of Words

13 Dec 2018
6m
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4.4.6 R4. Regression Trees - Video 5: Putting it all Together

13 Dec 2018
6m
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2.4.3 R2. Moneyball in the NBA - Video 2: Playoffs and Wins

13 Dec 2018
6m
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6.4.6 R6. Segmenting Images - Video 4: MRI Image

13 Dec 2018
5m
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7.2.5 An Introduction to Visualization - Video 3: What is Data Visualization?

13 Dec 2018
4m
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8.4.8 R8. Google AdWords - Video 7: Sensitivity Analysis

13 Dec 2018
6m
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2.3.11 Sports Analytics - Video 6: The Analytics Edge in Sports

13 Dec 2018
4m
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3.3.5 The Framingham Heart Study - Video 3: A Logistical Regression Model

13 Dec 2018
10m
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8.4.7 R8. Google AdWords - Video 6: A Greedy Approach

13 Dec 2018
10m
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9.2.7 Sports Scheduling - Video 4: Logical Constraints

13 Dec 2018
5m
Page 138

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