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Introduction and Welcome

Unit 1: Introduction to Python and Programming

Introduction to Programming
Control Flow
Variables
Data Types
Operators
The Print Function
Collections: Lists, Dictionaries, and Tuples
Functions
Working with Strings

Unit 2: Data Visualization

Introduction to Visualizations
Creating Visualizations with Python
Creating Visualizations with Tableau
Bar Charts
Histograms
Box Plots
Scatter Plots
Line Charts
Pie Charts (yum!)
Heat Maps
Location-based Maps

Unit 3: Working with Data

Overview of Working with Data
Working with Files and Folders on Your Computer
CSV Files
Overview of Pandas
Viewing a DataFrame
Anatomy of a DataFrame
Loading Data Into Pandas
Selecting and Filtering Data
Creating New Columns
Sorting Data
Modifying Data

Unit 4: Analyzing Data

Overview of Analyzing Data
Descriptive Statistics
Pivot Tables in Pandas
Regression

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By Vic Anand and Kim Mendoza

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