Calendar · Lecture Notes
MIT OpenCourseWare
Data, Models, and Decisions
- Instructors
- Prof. Robert Freund, Prof. Cynthia Rudin, Juan Pablo Vielma Centeno
- Term
- Fall 2014
- Level
- Graduate
- What's inside
- 1 reading · 15 other files · 12 web pages
- Materials open
- MIT OCW
About this course
Source: MIT OpenCourseWare 15.060 Data, Models, and Decisions, Fall 2014, Prof. Robert Freund, Prof. Cynthia Rudin, Juan Pablo Vielma Centeno — original course page on ocw.mit.edu ↗. License: CC BY-NC-SA 4.0. Study order: MIT's own listing order, section by section. Taken from MIT's published course files, downloaded from ocw.mit.edu on September 23, 2026. How RedLectern is built.
Materials are grouped the way MIT organized them. A verified, course-wide order has not been established here.
Before you start
Prerequisites are not listed here. Check MIT's own syllabus for this course.
How this course was organized
What's here, and what isn't
- MIT's own materials here did not support a verified, course-wide order, so they are grouped by section instead.
Not included here
8 items from the source could not be safely included:
- MIT's page format for this item wasn't recognized clearly enough to place it safely. (8 items)
Materials by section
Grouped by section, as MIT organized them. Not sequenced or ordered.
Assignments
15 files
- Homework 1: Probability - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 2: Simulation - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 3: EXEC-PAY Spreadsheet - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 3: Regression I - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 4: Hubbard Brewing Company Spreadsheet - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 4: Regression II - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 5: Linear Optimization - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 6: Jordan Alloy Table 7.38 - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 6: Production Management - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 7: Discrete Optimization - 15.060 Data, Models, and Decisions - Fall 2014 Download
- Homework 7: Dream Team Spreadsheet - 15.060 Data, Models, and Decisions - Fall 2014 Download
- EXEC-PAY Spreadsheet Download
- Hubbard Brewing Company Spreadsheet Download
- Jordon Alloy Table 7.38 Download
- Dream Team Spreadsheet Download
Course outline
Calendar · Lecture Notes
Lecture 2: Decision Analysis II – Conditional Probabilities
Calendar · Lecture Notes
Lecture 3: Discrete Probability Distributions
Calendar · Lecture Notes
Lecture 4: Continuous Probability Distributions
Calendar · Lecture Notes
Lecture 5: The Normal Distribution
Calendar · Lecture Notes
Lecture 6: Simulation I – The Gentle Lentil Case
Calendar · Lecture Notes
Lecture 7: Regression Models I
Calendar · Lecture Notes
Lecture 8: Simulation II – The Ontario Gateway Case
Calendar · Lecture Notes
Lecture 9: Regression Models II
Calendar · Lecture Notes
Lecture 10: Regression Illustrated
Calendar · Lecture Notes
Lecture 11: Quiz
Calendar · Lecture Notes
Lecture 12: Introduction to Linear Optimization Modeling
Calendar · Lecture Notes
Lecture 13: Solving and Analyzing Linear Optimization Models
Calendar · Lecture Notes
Lecture 14: Filatoi Riuniti Case: Production Management
Calendar · Lecture Notes
Lecture 15: Introduction to Nonlinear Optimization
Calendar · Lecture Notes
Lecture 16: Introduction to Discrete Optimization
Calendar · Lecture Notes
Lecture 17: International Industries Case: Strategic Investment Management
Calendar · Lecture Notes
Lecture 18: Integrative Case on the Financial Crisis
Calendar · Lecture Notes
Lecture 19: Dynamic Optimization for Retail Pricing
Calendar · Lecture Notes
Lecture 20: Summary and Look Ahead
Calendar · Lecture Notes
Lecture 21: Final Exam Review
Calendar · Lecture Notes
Lecture 22: Final Exam
MIT OpenCourseWare, Prof. Robert Freund, Prof. Cynthia Rudin, Juan Pablo Vielma Centeno, 15.060 Data, Models, and Decisions, Fall 2014.
License: CC BY-NC-SA 4.0 · Edition: Fall 2014 · Open the original course on OCW ↗
Organized by RedLectern, independent of MIT and not endorsed by MIT.
Per-resource rights are recorded on each resource; All-Rights-Reserved items are link-only, never mirrored.
