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Introduction
Homework Assignments
HW1 - Startup
HW2 - Primer
HW3 - Pokémon
HW4 - Education
HW5 - Search Engine
HW6 - Spell Checker
HW7 - Mapping
Topics
Miscellaneous
Submitting
Collections
Writing Effective Comments
Reversing Randomized Response
Notes on MyST
Interfaces and Classes
Replit
Building in Replit
Replit Tips
Corrupt Replit Project
Flake8
Pandas
DataFrame
DataFrame Indexing Methods
Useful API
Machine Learning
Feature Importance
Assessing Accuracy
Classification
Regression - Distance Study
Classification - Fully Random
When to Avoid Using Machine Learning
Built-in
Arguments
Formatted Strings
Final Project
Final Project Deliverables
Discovery Document
Data Organization
Final Code and Report
Final Presentation
Final Project - Tips
Discovery Tips
Tips for Final Report
Tips for Final Presentation
Leveraging ML
Visualizations
Bar Charts
Geospatial Plots
Line Plots
Curve of Best Fit
Case Study on Distance
Repository
Open issue
Index
