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Oklahoma Advanced Programming

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Programming with Python

1.1 Uses of Programs

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1.2 Hello World

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1.3 Variables

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1.4 User Input

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1.5 Basic Math in Python

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1.6 Using Graphics in Python

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1.7 Mouse Events: Mouse Clicked

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1.8 Impact of Computing Innovations

1.9 Programming with Python Quiz

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Python Control Structures

2.1 Booleans

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2.2 Logical Operators

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2.3 Comparison Operators

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2.4 If Statements

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2.5 For Loops in Python

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2.6 General For Loops

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2.7 For Loop Practice

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2.8 Random Numbers

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2.9 While Loops

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2.10 Python Control Structures Quiz

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Functions and Parameters

3.1 Functions and Parameters 1

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3.2 Functions and Parameters 2

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3.3 Functions and Parameters 3

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3.4 Functions and Return Values 1

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3.5 Functions and Return Values 2

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3.6 Local Variables and Scope

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3.7 Exceptions

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3.8 Functions and Parameters Quiz

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Strings

4.1 Indexing

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4.2 Slicing

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4.3 Immutability

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4.4 Strings and For Loops

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4.5 The in Keyword

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4.6 String Methods

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4.7 Strings Quiz

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Basic Data Structures

5.1 Tuples

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5.2 Lists

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5.3 For Loops and Lists

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5.4 List Methods

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5.5 Simulation

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5.6 Dictionaries

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5.7 Basic Data Structures Quiz

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Digital Information

6.1 Intro to Digital Information

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6.2 Number Systems

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6.3 Encoding Text with Binary

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6.4 Pixel Images

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6.5 Hexadecimal

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6.6 Pixel Colors!

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6.7 Image Manipulation

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6.8 Data Compression

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6.9 Lossy Compression

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6.10 Cryptography

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6.11 Digital Information Quiz

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The Internet

7.1 Welcome to the Internet

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7.2 Internet Hardware and Sending Information

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7.3 Internet Addresses

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7.4 Viewing Websites

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7.5 DNS

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7.6 Routing

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7.7 Packets and Protocols

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7.8 Sequential, Parallel & Distributed Computing

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7.9 Cybersecurity

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7.10 The Impact of the Internet

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7.11 Creative Credit & Copyright

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7.12 Software Licenses

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7.13 The Internet Quiz

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Computing Systems

8.1 Hardware

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8.2 Peripheral Devices

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8.3 Operating Systems

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8.4 Comparing Operating Systems

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8.5 Application Security

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Introduction to Data Science

9.1 Welcome to Data Science!

9.2 What is Data Science?

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9.3 Gathering Data

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9.4 Exploring Data Using Python

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9.5 Modules, Packages & Libraries

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9.6 Series and Central Tendency

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9.7 Measures of Spread

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9.8 Pandas DataFrames

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9.9 Selecting Columns

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9.10 Using Functions

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9.11 Mini-Project: Findings

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9.12 The Data Science Life Cycle Quiz

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Data Science for Business

10.1 Data Science for Business

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10.2 Importing and Filtering Data

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10.3 Conditional Filtering

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10.4 Data Cleaning

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10.5 Data Visualizations

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10.6 Line and Bar Charts

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10.7 Quality Datasets

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10.8 Aggregating Data

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10.9 Combining Datasets

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10.10 Your Business Data

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10.11 Bias in Data Analytics

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10.12 Business Report

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10.13 Data Science for Business Quiz

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AI in Gaming

11.1 Human & Artificial Intelligence

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11.2 Artificial Intelligence in Gaming

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11.3 Building Tic Tac Toe

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11.4 Creating a Non Player Character

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11.5 Recursion

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11.6 Minimax

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11.7 Exploring Depth and Pruning

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11.8 Implementing Connect Four

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Software Development