
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


7.3.5 Visualization for Law and Order - Video 3: A Line Plot

4.3.13 Healthcare Costs - Video 7: Baseline Method and Penalty Matrix

4.4.3 R4. Regression Trees- Video 2: The Data

7.2.9 An Introduction to Visualization - Video 5: Advanced Scatterplots Using ggplot

2.2.11 An Introduction to Linear Regression - Video 6: Correlation and Multicollinearity

6.2.9 An Introduction to Clustering - Video 5: Hierarchical Clustering

6.3.5 Predictive Diagnosis - Video 3: Predicting Heart Attacks Using Clustering

1.4.3 R1. Understanding Food - Video 2: Working with Data in R

1.3.2 Working with Data - Video 1: History of R

6.2.1 An Introduction to Clustering - Video 1: Introduction to Netflix

8.3.5 Radiation Therapy - Video 3: Solving the Problem

8.3.11 Radiation Therapy - Video 6: The Analytics Edge

4.3.9 Healthcare Costs - Video 5: CART to Predict Cost

2.3.2 Sports Analytics - Video 1: The Story of Moneyball

4.3.11 Healthcare Costs - Video 6: Claims Data in R

1.4.5 R1. Understanding Food - Video 4: Creating Plots in R

5.3.7 How IBM Built a Jeopardy Champion - Video 4: How Watson Works - Steps 1 and 2

5.4.3 R5. Predictive Coding - Video 2: The Data

4.4.5 R4. Regression Trees - Video 4: Regression Trees
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