
Kickstart Your Python Journey: A Step-by-Step Crash Course for Beginners with Practical Exercises
Tammy Fields
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Chapter 1: Welcome to Python 3
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Getting Started with Python 3
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Installing Python 7
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Basic Python Syntax 11
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Chapter 2: Control Flow 17
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Conditional Statements (if, else) 17
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Looping (for, while) 23
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Chapter 3: Data Structures 28
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Lists 28
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Dictionaries 32
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Sets 37
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Chapter 4: Object-Oriented Programming 43
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Classes and Objects 43
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Inheritance 48
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Chapter 5: Data Manipulation 54
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File I/O 54
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CSV Handling 59
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Chapter 6: Working with APIs 65
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RESTful APIs 65
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HTTP Requests and Responses 69
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Chapter 7: Machine Learning Basics 75
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Supervised Learning 75
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Unsupervised Learning 80
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Chapter 8: Data Visualization 86
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Matplotlib 86
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Seaborn 90
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Chapter 9: Practical Exercises 95
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Python for Data Analysis 95
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Python for Machine Learning 99
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Chapter 10: Advanced Topics 105
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Regular Expressions 105
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Asynchronous Programming 110
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