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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.
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English
English [CC]
FREE
- Learn basic syntax that can apply to any language.
- Learn what is a programming language and the basic concepts for beginners.
- Understand what is Javascript in it's truest form.
- Know the basic syntax of Javascript.
- Know some hidden quirks in Javascript.
Description
We outline the competitive landscape and present the key quantitative methods that created the edge (data-mining, dynamic optimization, simulation), and discuss their impact.
Course content
- Introduction to the Analytics Edge Unlimited
- Introduction to the R Programming Language Unlimited
- Nutritional Education with Data Unlimited
- Introduction to Linear Regression Unlimited
- The Power of Sports Analytics Unlimited
- An Introduction to Logistic Regression Unlimited
- Evaluating Risk Factors to Save Lives Unlimited
- Election Forecasting Unlimited
- An Introduction to Trees Unlimited
- The D2Hawkeye Story Unlimited
- Regression Trees for Housing Data Unlimited
- Turning Tweets into Knowledge Unlimited
- How IBM Built a Jeopardy Champion Unlimited
- Bringing Text Analytics to the Courtroom Unlimited
- Introduction to Clustering Unlimited
- Discovering Patterns for Disease Detection Unlimited
- Segmenting Images to Create Data Unlimited
- An Introduction to Visualization Unlimited
- Predictive Policing Unlimited
- Bad vs. Good Visualizations Unlimited
- Introduction to Linear Optimization Unlimited
- An Application of Linear Optimization Unlimited
- Optimizing Online Advertising Unlimited
- An Introduction to Integer Optimization Unlimited
- Maximizing the Probability of Love Unlimited
- An Optimization Model for Hospitals Unlimited
Instructor
Massachusetts Institute of Technology
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