14.15J | Spring 2018 | Undergraduate

Networks

Calendar

Lecture sessions are on Tuesdays and Thursdays; Recitations are once a week on Fridays.

Ses # Topics Key Dates
1 Introduction to Social, Economic, and Technological Networks  
2 Network Representations, Measures, and Metrics (I)  
3 Network Representations, Measures, and Metrics (II)  
4 Linear Dynamic Systems, Markov Chains, and Centralities (I)  
5 Linear Dynamic Systems, Markov Chains, and Centralities (II)  
6 Linear Dynamic Systems, Markov Chains, and Centralities (III)  
7 Dynamics Over Graph: Information Spread and Distributed Computation Problem Set 1 Due
8 Graph Decomposition, Clustering, and Connectivity  
9 Random Graph Models, Branching Processes, Phase Transition, and Connectedness (I)  
10 Random Graph Models, Branching Processes, Phase Transition, and Connectedness (II)  
11 Random Graph Models, Branching Processes, Phase Transition, and Connectedness (III)

Problem Set 2 Due

Midterm
12 Generative Network Models  
13 Introduction to Game Theory (I)  
14 Introduction to Game Theory (II)

Problem Set 3 Due

15 Traffic Flow and Congestion Games  
16 Network Effects (I)  
17 Network Effects (II)

Problem Set 4 Due

18 Networked Markets  
19 Repeated Games, Cooperation, and Network Applications  
20 Diffusion Models (I)  
21 Diffusion Models (II)

Problem Set 5 Due

22 Games with Incomplete Information and Introduction to Social Learning  
23 Social Learning  
24 Strategic Network Formation  
25 Project Presentations

(Optional) Problem Set 6

Final Exam

Course Info

Learning Resource Types
Problem Sets with Solutions
Exams with Solutions
Lecture Notes