Additional Materials: eBooks - brianhigh/data-workshop GitHub Wiki
For this course, some materials will be accessed as eBooks through the Seattle Public Library. If you do not already have a SPL card, you can register to get one here (restrictions apply):
http://www.spl.org/using-the-library/get-started/get-a-library-card
Some of the eBooks we will be using (a page here, a section there) are:
Information Systems (IS)
Process and Data Modeling
Data Science and Big Data
- Data Scientist: The Definitive Guide to Becoming a Data Scientist
- Practical Data Science with R
- Big Data Analytics With R and Hadoop
Data Mining, Manipulation and Analysis
Machine Learning
SQL
- Sams Teach Yourself SQL In 10 Minutes
- Downloads for SAMS SQL book
- SQL For Dummies, 8th Edition
- Database Design for Mere Mortals
SQL Database Products
Data Visualization
- Data Points
- Cool Infographics
- Design for Information
- Data Visualization With D3.js
- Data Visualization With D3.js Cookbook
- Social Data Visualization With HTML5 and JavaScript
- Pro Data Visualization Using R and JavaScript
- Python Data Visualization Cookbook
- Learning IPython for Interactive Computing and Data Visualization
- Tableau 8
- Tableau Data Visualization Cookbook
Git and Redmine
- Mastering Redmine
- Git: Distributed Version Control—Fundamentals and Workflows
- Git - Version Control for Everyone
- Git Version Control Cookbook
Web Frameworks, PHP
Web Frameworks, Python
Statistics and R
- Statistics: An Introduction Using R
- Learning R
- R for Everyone - includes coverage of ggplot2