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Resources
- Python Fundamental Videos: https://learning.oreilly.com/videos/python-fundamentals/9780135917411
- Python for Data Analysis Book
- Python Cookbook
- Brief review: https://cs231n.github.io/python-numpy-tutorial/
Basics
- Python Fundamental Videos - Lesson 2
Data structures
Builtin data types
- Python for Data Analysis - Chapter 2 (from section 2.3)
More data structures (for sequences and dictionaries)
- Python for Data Analysis - Chapter 3 (section 3.1)
- Python Fundamental Videos - Lesson 5
Functions
- Python Fundamental Videos - Lesson 4
- Python for Data Analysis - Chapter 3 (section 3.2)
- https://harvard-iacs.github.io/2019-CS207/lectures/lecture5-basic/notebook/
- Common function recipes
- Python Cookbook recipe: 7.4. Returning Multiple Values from a Function
- Python Cookbook recipe: 7.5. Defining Functions with Default Arguments
- Python Cookbook recipe: 7.6. Defining Anonymous or Inline Functions (Lambda Functions)
String Formatting
- "{}".format() approach
- Newest approach - f-strings
- Formatting codes cheatsheet
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