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
Multivariate Methods Intro
Demystifying Deep Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Autoencoders Intro
Time Series Intro
ARIMA
ETS
Web Scraping
Data Apps

Homework

Assignment 0
Due: 19/3 23:59
Assignment 1
Due: 27/3 23:59
Assignment 2
Due: 26/4 23:59
Assignment 3
Due: 08/5 23:59
Assignment 4
Due: 18/5 23:59
Assignment 5
Due: 29/5 23:59
Assignment 6
Due: 19/6 23:59
Assignment 7
Due: 8/7 23:59
Final Project
Due: 26/8 23:59

Stuff