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CSCI 127
Welcome to CSCI 127 Joy and Beauty of Data
Introduction
Readings
The Basics
Basics - Getting Started
Second Program
Functions
Debugger
Logging
Decision Trees
How To Create A Menu
Nested Ifs
If
__name_
==
__main__
Try Except - Preventing Errors
Iteration
More Loop Examples
Loops - Typewriter Simulation
Menu Shell
Itertools
Recursion
Recursion - Loops vs Recursion
Visualizing Recursive Function Calls:
Lists
Classes
How to Write a Class in Python
Decorators
Properties
When to use Setters and Getters, Decorators, and Properties
NumPy / Arrays
Pandas
Panel Data - Pandas
Panda IO
Panda Inspection
Panda Selection
Panda Data Cleaning
Panda Data Transformation
Panda Aggregation
Panda Merging and Shaping
Panda Statistical Operations
Panda Time Series
Pandas and MatPlotLib
Panel Data - Dog Example
Comparing and Contrasting NumPy Arrays and Panel Data DataFrames
Pandas Quiz: Test Your Knowledge
Input / Output - Files And Folders
Tkinter
Tic Tac Toe
Serialization
Serialization - CSV
Serialization - JSON
Serialization - Pickle - Data
Serialization - Pickle - Function
Serialization - Pickle - Security Implications
Serialization HDF5
Serialization - XML
Serialization - YAML
Software Testing
Software Testing - Pytest
Software Testing Unit Testing
Software Testing - Unittest vs Pytest
Miscellany
Built-in Variable
__name__
The Zen of Python,
Compile Python To Executable - PyInstaller
PIP Python Package Installer
Python Environments
.md
.pdf
Miscellany
Miscellany
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