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