
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


2.4.5 R2. Moneyball in the NBA - Video 4: Making Predictions

8.2.12 An Introduction to Linear Optimization - Video 7: Connecting Flights

4.2.11 An Introduction to Trees - Video 6: Cross-Validation

6.4.3 R6. Segmenting Images - Video 2: Clustering Pixels

3.2.8 Introduction to Logistical Regression - Video 5: Thresholding

8.4.6 R8. Google AdWords - Video 5: Solving the Problem

4.2.13 An Introduction to Trees - Video 7: The Model v. The Experts

6.2.11 An Introduction to Clustering - Video 6: Getting the Data

9.4.2 R9. Operating Room Scheduling - Video 1: The Problem

6.4.8 R6. Segmenting Images - Video 6: Detecting Tumors

3.2.6 Introduction to Logistical Regression - Video 4: Logistic Regression in R

5.2.10 An Introduction to Text Analytics - Video 6: Bag of Words in R

8.3.3 Radiation Therapy - Video 2: An Optimization Problem

2.2.7 An Introduction to Linear Regression - Video 4: Linear Regression in R

7.3.7 Visualization for Law and Order - Video 4: A Heatmap

8.4.5 R8. Google AdWords - Video 4: Modeling the Problem

6.4.4 R6. Segmenting Images - Video 3: Hierarchical Clustering

7.3.9 Visualization for Law and Order - Video 5: A Geographical Hot Spot Map

6.4.2 Recitation 6 - Video 1: Image Segmentation
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