Slides
Introduction
The Tidyverse
Wrangling Data in the Tidyverse - Part A
Wrangling Data in the Tidyverse - Part B
Visualizing Data in the Tidyverse
Modeling Data in the Tidyverse
The Pandasverse
Introduction to Networks
NetworkX
Network Metrics
Community Detection
Network Models
The Trees
Topics in Classification
Topics in Regression
Feature Engineering
Demystifying Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Homework
Assignment 0
Due: 15/3 23:59
Assignment 1
Due: 25/3 23:59
Assignment 2
Due: 30/3 23:59
Assignment 3
Due: 14/4 23:59
Assignment 4
Due: 06/5 23:59
Assignment 5
Due: 17/5 23:59
Assignment 6
Due: 15/6 23:59
Assignment 7
Due: NO
Final Project
Due: 08/8 23:59
Stuff
👠 Leaderboard!
Syllabus
Here you go.
RStudio Cloud Workspace
Here you go.
When
Mon. 8:00 - 11:00
Where
Schreiber 008
Who
Giora Simchoni