Week Name Description
File Book 'Orchestration Graph'
URL FROG

FROG source code

Instructions: https://github.com/chili-epfl/FROG/wiki

URL FROG wiki/instructions
File Last year exam questions
File Schedule CS-411 Fall 2018
17 September - 23 September File Slides for Chapter 1: Course Intro
File Orchestration Graph Assignment 1
24 September - 30 September File Orchestration Graph Assignment 2
File Slides for Chapter 2: Learning Sciences
1 October - 7 October File Slides for Chapter 3: Mastery Learning
File Slides for Chapter 4: Instructional engineering (and content analysis)
8 October - 14 October File Slides for Chapter 5: Social Cognition
15 October - 21 October URL Learning fractions with Khan Academy
URL Learn about fractions with Fraction Wall
URL Learn about fractions with Discovery Education
File Slides for Chapter 6: Discovery Learning
22 October - 28 October File Slides for Chapter 7: Edges in Orchestration Graphs
File Slides for Chapter 8: Operators in Orchestration Graphs
29 October - 4 November File Slides for Chapter 9: Measuring learning effects
5 November - 11 November File Slide Template for Video

Use this template to prepare your presentation in the studio. You can also use other templates, but make sure they are in 16:9 and that you can export them to PNG. 

File Sample Prompter file
File Slides for Chapter 10: Learner Modelling
URL 1. Install R Studio
File 2. Load the worksheet
File 2. bis Exercice Notebook (Jupyter Notebook in Python)
File 3. Download MOOC dataset
File Anscombe dataset
File Lecture Notes - 10 commands to survive in R
File Worksheet rendered
12 November - 18 November File Slides on BKT
File R Exercice (HTML)
File R Exercise source file (Rmd)
19 November - 25 November URL Class Slides

Slides to fill in during class

File Paper resources for class
File Paper resources for class 2
File R notes (HTML v3)
File R notes (v3 Rmd)
File Additional Slides

Slides made by the instructor for today's topic

26 November - 2 December File Campus analytics
Last Year Slides File Slides for Chapter 1
File Slides for Chapter 2
File Slides for Chapter 3
File Slides for Chapter 4
URL Learning Fractions: Khan Academy
URL Learning Fractions: Serious Game
URL Learning fractions with virtual Cuisenaire Rods
URL "Time for Telling", Schwartz & Bransford
URL "Productive Failure", Manu Kapur
File Slides for Chapter 5: Graph Operators
File Slides for Chapter 6: Constructivism
File Refresher + Feedback on Previous Week
File Slides for Chapter 7: Social Cognition
URL RStudio (IDE)

Download and isntall RStudio (IDE for R) using the following link.

URL R (language)

Download and install R using the following link.

File Slides: All you need to know about MOOCs (lowres)
File Cars Primer: 10 commands to survive in R
URL Quick-R: online reference
File Models and Methods in Instructional Design

Slides used for the lesson of Tuesday, 25 October 2016 (Thanasis Hadzilacos)

File Slides for Chapter 8: Measuring Learning
File Introduction to Machine Learning methods
File Slides for Chapter 9: Learner Modelling (Part 1)
File Introduction to MOOC database
File Slides for chapter 10: Eye Tracking
File Slides for Chapter 9 - Learner Modelling - PArt 2
File Slides for chapter 10: Education Dasboards
File Slides Synthesis