Elective: Python Programming for Data Scientists
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Syllabus
Session
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1. Getting Started with Python: Working with Data
2. Flow Control
3. Data Structures
4. Functions
5. Project Pitches
6. Packages, Modules and Files
7. Object Oriented Programming I
8. Object Oriented Programming II
9. OOP Case Study
10. Unit Tests and Documentation
11. Algorithm Analysis and Big-O Notation
12. Project Presentations
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Data Structures
Learning Objective
Lists, tuples, and dictionaries.
More advanced data structures and working with strings.
Required Readings
Chapter 4: Python Programming for the Absolute Beginner by Michael Dawson
Optional Readings
https://realpython.com/lessons/lists-tuples-python-overview/
https://realpython.com/python-dicts/