MIT 15.071 The Analytics Edge, Spring 2017 (English) (Part 3)

Tuesday, December 10, 2024

Starting a new Lecture Notes Series on MIT 15.071 The Analytics Edge, Spring 2017

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MIT 15.071 The Analytics Edge, Spring 2017 By Lecture Notes together!

Lecture 133: 6.4.9 R6. Segmenting Images - Video 7: Comparing Methods

Lecture 134: 7.1.1 Welcome to Unit 7 - Visualizing the World: An Introduction to Visualization

Lecture 135: 7.2.1 An Introduction to Visualization - Video 1: The Power of Visualizations

Lecture 136: 7.2.3 An Introduction to Visualization - Video 2: The World Health Organization (WHO)

Lecture 137: 7.2.5 An Introduction to Visualization - Video 3: What is Data Visualization?

Lecture 138: 7.2.7 An Introduction to Visualization - Video 4: Basic Scatterplots Using ggplot

Lecture 139: 7.2.9 An Introduction to Visualization - Video 5: Advanced Scatterplots Using ggplot

Lecture 140: 7.3.1 Visualization for Law and Order - Video 1: Predictive Policing

Lecture 141: 7.3.3 Visualization for Law and Order - Video 2: Visualizing Crime Over Time

Lecture 142: 7.3.5 Visualization for Law and Order - Video 3: A Line Plot

Lecture 143: 7.3.7 Visualization for Law and Order - Video 4: A Heatmap

Lecture 144: 7.3.9 Visualization for Law and Order - Video 5: A Geographical Hot Spot Map

Lecture 145: 7.3.11 Visualization for Law and Order - Video 6: A Heatmap on the United States

Lecture 146: 7.3.13 Visualization for Law and Order - Video 7: The Analytics Edge

Lecture 147: 7.4.1 Welcome to Recitation 7 - The Good, the Bad, and the Ugly in Visualization

Lecture 148: 7.4.2 R7. Visualization - Video 1: Introduction

Lecture 149: 7.4.3 R7. Visualization - Video 2: Pie Charts

Lecture 150: 7.4.4 R7. Visualization - Video 3: Bar Charts in R

Lecture 151: 7.4.5 R7. Visualization - Video 4: A Better Visualization

Lecture 152: 7.4.6 R7. Visualization - Video 5: World Maps in R

Lecture 153: 7.4.7 R7. Visualization - Video 6: Scales

Lecture 154: 7.4.8 R7. Visualization - Video 7: Using Line Charts Instead

Lecture 155: 8.1.1 Welcome to Unit 8 - Airline Revenue Management: An Introduction to Linear Optimization

Lecture 156: 8.2.1 An Introduction to Linear Optimization - Video 1: Introduction

Lecture 157: 8.2.2 An Introduction to Linear Optimization - Video 2: A Single Flight

Lecture 158: 8.2.4 An Introduction to Linear Optimization - Video 3: The Problem Formulation

Lecture 159: 8.2.6 An Introduction to Linear Optimization - Video 4: Solving the Problem

Lecture 160: 8.2.8 An Introduction to Linear Optimization - Video 5: Visualizing the Problem

Lecture 161: 8.2.10 An Introduction to Linear Optimization - Video 6: Sensitivity Analysis

Lecture 162: 8.2.12 An Introduction to Linear Optimization - Video 7: Connecting Flights

Lecture 163: 8.2.14 An Introduction to Linear Optimization - Video 8: The Edge of Revenue Management

Lecture 164: 8.3.1 An Application of Linear Optimization - Video 1: Introduction to Radiation Therapy

Lecture 165: 8.3.3 Radiation Therapy - Video 2: An Optimization Problem

Lecture 166: 8.3.5 Radiation Therapy - Video 3: Solving the Problem

Lecture 167: 8.3.7 Radiation Therapy - Video 4: A Head and Neck Case

Lecture 168: 8.3.9 Radiation Therapy - Video 5: Sensitivity Analysis

Lecture 169: 8.3.11 Radiation Therapy - Video 6: The Analytics Edge

Lecture 170: 8.4.1 Welcome to Recitation 8 - Google AdWords: Optimizing Online Advertising

Lecture 171: 8.4.2 R8. Google AdWords - Video 1: Introduction

Lecture 172: 8.4.3 R8. Google AdWords - Video 2: How Online Advertising Works

Lecture 173: 8.4.4 R8. Google AdWords - Video 3: Prices and Queries

Lecture 174: 8.4.5 R8. Google AdWords - Video 4: Modeling the Problem

Lecture 175: 8.4.6 R8. Google AdWords - Video 5: Solving the Problem

Lecture 176: 8.4.7 R8. Google AdWords - Video 6: A Greedy Approach

Lecture 177: 8.4.8 R8. Google AdWords - Video 7: Sensitivity Analysis

Lecture 178: 8.4.9 R8. Google AdWords - Video 8: Extensions and the Edge

Lecture 179: 9.1.1 Welcome to Unit 9: An Introduction to Integer Optimization

Lecture 180: 9.2.1 Sports Scheduling - Video 1: Introduction

Lecture 181: 9.2.3 Sports Scheduling - Video 2: The Optimization Problem

Lecture 182: 9.2.5 Sports Scheduling - Video 3: Solving the Problem

Lecture 183: 9.2.7 Sports Scheduling - Video 4: Logical Constraints

Lecture 184: 9.2.9 Sports Scheduling - Video 5: The Edge

Lecture 185: 9.3.1 eHarmony - Video 1: The Goal of eHarmony

Lecture 186: 9.3.3 eHarmony - Video 2: Using Integer Optimization

Lecture 187: 9.3.5 eHarmony - Video 3: Predicting Compatibility Scores

Lecture 188: 9.3.7 eHarmony - Video 4: The Analytics Edge

Lecture 189: 9.4.1 Welcome to Recitation 9 - Operating Room Scheduling: Making Hospitals Run Smoothly

Lecture 190: 9.4.2 R9. Operating Room Scheduling - Video 1: The Problem

Lecture 191: 9.4.3 R9. Operating Room Scheduling - Video 2: An Optimization Model

Lecture 192: 9.4.4 R9. Operating Room Scheduling - Video 3: Solving the Problem

Lecture 193: .4.5 R9. Operating Room Scheduling - Video 4: The Solution