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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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3.2.4 Introduction to Logistical Regression - Video 3: Logistic Regression

13 Dec 2018
4m
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7.3.5 Visualization for Law and Order - Video 3: A Line Plot

13 Dec 2018
8m
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4.3.13 Healthcare Costs - Video 7: Baseline Method and Penalty Matrix

13 Dec 2018
5m
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4.4.3 R4. Regression Trees- Video 2: The Data

13 Dec 2018
9m
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7.2.9 An Introduction to Visualization - Video 5: Advanced Scatterplots Using ggplot

13 Dec 2018
7m
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2.2.11 An Introduction to Linear Regression - Video 6: Correlation and Multicollinearity

13 Dec 2018
7m
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6.2.9 An Introduction to Clustering - Video 5: Hierarchical Clustering

13 Dec 2018
4m
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6.3.5 Predictive Diagnosis - Video 3: Predicting Heart Attacks Using Clustering

13 Dec 2018
5m
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1.4.3 R1. Understanding Food - Video 2: Working with Data in R

13 Dec 2018
5m
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1.3.2 Working with Data - Video 1: History of R

13 Dec 2018
3m
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6.2.1 An Introduction to Clustering - Video 1: Introduction to Netflix

13 Dec 2018
4m
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8.3.5 Radiation Therapy - Video 3: Solving the Problem

13 Dec 2018
8m
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8.3.11 Radiation Therapy - Video 6: The Analytics Edge

13 Dec 2018
3m
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4.3.9 Healthcare Costs - Video 5: CART to Predict Cost

13 Dec 2018
3m
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2.3.2 Sports Analytics - Video 1: The Story of Moneyball

13 Dec 2018
7m
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4.3.11 Healthcare Costs - Video 6: Claims Data in R

13 Dec 2018
5m
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1.4.5 R1. Understanding Food - Video 4: Creating Plots in R

13 Dec 2018
9m
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5.3.7 How IBM Built a Jeopardy Champion - Video 4: How Watson Works - Steps 1 and 2

13 Dec 2018
3m
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5.4.3 R5. Predictive Coding - Video 2: The Data

13 Dec 2018
3m
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4.4.5 R4. Regression Trees - Video 4: Regression Trees

13 Dec 2018
6m
Page 136

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