Week 2
6
How AI Works
Adventures in Data Science
Overview
Required Software
Week 1
1
Research Lifecycle
2
Interacting with Computers
3
Browsing Files
4
Going Beyond Browsing
5
Editing Files
Week 2
6
How AI Works
7
Version Control Systems
8
Git Basics
9
Remote Repositories
10
The Git Workflow
11
Introduction to Data
Week 3
12
Introduction to R
13
Data Types
Week 4
14
Indexing
15
Data Forensics
16
Aggregation & Grouping
Week 5
17
Data Visualization Principles & Perception
18
Introduction to
ggplot2
Week 6
19
Date Processing
20
Reshaping Data
Week 7
21
Data Structures
22
String Processing
23
Getting Data from the Web
Week 8
24
Organizing Code
Week 9
25
Web Scraping
Week 10
26
Collaboration in Data-Driven Work
27
Branches & Merges
28
Working with GitHub
29
Making Git Comfortable
Special Topics
30
Optical Character Recognition
31
Statistics
32
Reshaping Tabular Data
33
Network Analysis
34
Natural Language Processing
35
Geospatial Data
Week 2
6
How AI Works
6
How AI Works
Caution
Work in Progress
We’re still developing this section and will post it soon.
5
Editing Files
7
Version Control Systems