Basic Python 3 Programming Essentials(BPP)
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Language Overview
- Why Python is popular on many areas?
- Data Science
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Big Data and Database Management
- Network Programming
- System Automation
- Cryptography and Security
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Introduction and Philosophy
- Philosophy of Python, PEP20
- Using Python with Jupyter Notebook on Windows
- Differences of Python 2 and Python 3
- How to use documentation
- Multi-paradigm Language
- Procedural Programming
- Object Oriented Programming
- Functional Programming
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Standard Data Types
- The Python Standard Library
- Built-in Functions and Modules
- Basic Operators and Type Casting
- Numeric Data Types and Functions
- String Data Type and Functions
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Flow Control
- if-else
- For loop
- While loop
- break and continue statements
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Functions
- Scope Rules
- Pass by Value/Reference
- Recursion
- Functions in Random Module
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File Operations
- Open a File with r/w/a/b Modes
- File Operations
- File and Directory Methods
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Exception
- Exception Types
- Multiple Exceptions
- try-exception block
- Finally expression
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Lists and Tuples
- Immutable vs Mutable Types
- List and Tuple Functions
- Comparison
- Conversion
- Multi-dimensional Lists and Tuples
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Dictionaries
- Key and Value Pairs
- Dictionary Funtions
- Sorting and Converting
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Regular Expressions
- Regex Module
- Search vs. Match
- Find and Replace
- Option Flags
- Special Char Classes
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Dates and Times
- Understanding Time
- The time Module
- The datetime Module
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External Libraries
- Important Libraries
- How to Import
- Examples
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