The Analytics Edge

The Analytics Edge by Prof. Dimitris Bertsimas via MIT

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Created by Massachusetts Institute of Technology Staff Last updated Sun, 27-Feb-2022 English


The Analytics Edge free videos and free material uploaded by Massachusetts Institute of Technology Staff .

Syllabus / What will i learn?

1.2 Introduction to Analytics

1.3 Introduction to R and the Analytics of Google’s Search Engine

1.4 Recitation: Understanding Food

2.2 Predicting the Quality of Wine

2.3 Moneyball: Sport Analytics

2.4 Recitation: Playing Moneyball in the NBA

3.2 Modeling the Expert

3.3 The Framingham Heart Study

3.4 Recitation: Predicting the Winner Before any Votes are Cast

4.2 Forecasting Supreme Court Decisions

4.3 Predicting Healthcare Costs

4.4 Recitation: Location, Location, Location

5.2 Sentiment Detection and Text Analytics

5.3 IBM Watson

5.4 Recitation: Predictive Coding

6.2 Recommendation Systems: Netflix Movie Data

6.3 Clustering for Customer Segmentation and Patterns of Heart Attacks

6.4 Recitation: Seeing the Big Picture

7.2 Visualizing the World

7.3 Visualization for Law and Order

7.4 Recitation: The Good, the Bad, and the Ugly

8.2 Airline Revenue Management

8.3 Radiation Therapy

8.4 Recitation: Google AdWords

9.2 Sports Scheduling

9.3 eHarmony and Integer Optimization

9.4 Recitation: Operating Room Scheduling



Curriculum for this course
0 Lessons 00:00:00 Hours
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Description

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies. We outline the competitive landscape and present the key quantitative methods that created the edge (data-mining, dynamic optimization, simulation), and discuss their impact.

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Free

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