Data Science with Python
How to think like a data scientist
Schedule
01. Data Science
02. Intro to Python 1
03. Intro to Python 2
04. Working with Data
05. Data Visualization 1
06. Spatial Data
07. Data Visualization 2
08. Solving Problems
09. Functions
10. Making Choices
11. Repeating Things 1
12. Repeating Things 2
13. Version Control
14. SQL Databases
15. Package: knitr (reporting)
16. Package: Pandas (data processing)
Course Materials
Getting Started
About / Contact Us
In-class Feedback
Lectures
SQL
Introduction to Databases
Database Structure and Joins
R
Introduction to R and RStudio
Working with Data
Data Visualization
Programming Fundamentals 1
Programming Fundamentals 2
knitr
Working with Spatial Data
Working with Databases
Version Control Basics
Putting It All Together
Git
Git with R
