Python for Statisticians (2015 Fall)

Prerequisite

• Basic knowledge in statistics
• Basic knowledge in programming

Venue

• Mingde Main Building Underground 1009, Remin University of China

Literature

• Wes McKinney (2012), Python for Data Analysis, O’Reilly Media
  
• Joel Grus (2015), Data Science from Scratch: First Principles with Python, O’Reilly Media
  
• Ryan Mitchell (2015), Web Scraping with Python, O’Reilly Media
• Lecture notes

Lecture notes

• L1-Python-from-Scratch | PDF
• L2-Python-Data-Structures | PDF
• L3-Python-for-Statistical-Modeling | PDF
• L4-Python-and-Texts | PDF
• L5-Python-and-Text-Processing | PDF

Lab Exercises

Please send your solution to me before the due day. Please use the string “PY2015FALL” in your mail subject line. You submission will be ignored without such string.

On Writing Mail

http://feng.li/on-writing-mail/