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
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.