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python-ultimate-tutorial

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This repository is the source code of the Python Tutorial Based on the Official Documentation: https://youtu.be/ne4Xsoe5Br8

python-ultimate-tutorial 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Python Ultimate Tutorial

> [Reminder] 🔔
- Help the creator channel reach 20k subscribers. He will keep uploading quality content for you: [Amin M. Boulouma Channel](https://www.youtube.com/channel/UCOZbokHO727qeStxeYSKMUQ?sub_confirmation=1)
- This tutorial is best understood following the video playlist: [Python Ultimate Tutorial](https://www.youtube.com/playlist?list=PLpMTHmi814W0nSToTOC0Q18kREOjcJspW)

Hosted by Amin M. Boulouma, contact and questions: [amine.boulouma.com](https://amine.boulouma.com)

- Python tutorial made simple: https://youtu.be/vQqisFjAnsE
- Source code: https://amboulouma.com/python-tutorial
- Amin M. Boulouma Blog: https://amboulouma.com
- Github: https://github.com/amboulouma/python-ultimate-tutorial

### Documentation

- Python Documentation: https://docs.python.org/3/
- PEP 8: https://www.python.org/dev/peps/pep-0008/
- Google Style Guide: https://google.github.io/styleguide/pyguide.html

### Installation

- Installing Anaconda: https://docs.anaconda.com/anaconda/install/
- Installing Jupyter: https://jupyter.org/install
- Online Jupyter notebook from Google: https://colab.research.google.com/
- Installing Python: https://www.python.org/downloads/

> Python 3.9

## Table of content

- [1. Setting up the environment with Jupyter Notebook](https://youtu.be/vQqisFjAnsE)

- [2. A simple Introduction to Python](https://youtu.be/vQqisFjAnsE)

- [3. Create a calculator with Python](https://youtu.be/vQqisFjAnsE)
    - [3.1. Numbers](https://youtu.be/vQqisFjAnsE)
    - [3.2. Strings](https://youtu.be/vQqisFjAnsE)
    - [3.3. Lists](https://youtu.be/vQqisFjAnsE)
    - [3.4. First Steps Towards Programming](https://youtu.be/vQqisFjAnsE)

- [4. Control Flow Tools](https://youtu.be/vQqisFjAnsE)
    - [4.1. if Statements](https://youtu.be/vQqisFjAnsE)
    - [4.2. for Statements](https://youtu.be/vQqisFjAnsE)
    - [4.3. The range() Function](https://youtu.be/vQqisFjAnsE)
    - [4.4. break and continue Statements, and else Clauses on Loops](https://youtu.be/vQqisFjAnsE)
    - [4.5. pass Statements](https://youtu.be/vQqisFjAnsE)
    - [4.6. Defining Functions](https://youtu.be/vQqisFjAnsE)
    - [4.7. More on Defining Functions](https://youtu.be/vQqisFjAnsE)
        - [4.7.1. Default Argument Values](https://youtu.be/vQqisFjAnsE)
        - [4.7.2. Keyword Arguments](https://youtu.be/vQqisFjAnsE)
        - [4.7.3. Special parameters](https://youtu.be/vQqisFjAnsE)
        - [4.7.3.1. Positional-or-Keyword Arguments](https://youtu.be/vQqisFjAnsE)
        - [4.7.3.2. Positional-Only Parameters](https://youtu.be/vQqisFjAnsE)
        - [4.7.3.3. Keyword-Only Arguments](https://youtu.be/vQqisFjAnsE)
        - [4.7.3.4. Function Examples](https://youtu.be/vQqisFjAnsE)
        - [4.7.3.5. Recap](https://youtu.be/vQqisFjAnsE)
        - [4.7.4. Arbitrary Argument Lists](https://youtu.be/vQqisFjAnsE)
        - [4.7.5. Unpacking Argument Lists](https://youtu.be/vQqisFjAnsE)
        - [4.7.6. Lambda Expressions](https://youtu.be/vQqisFjAnsE)
        - [4.7.7. Documentation Strings](https://youtu.be/vQqisFjAnsE)
        - [4.7.8. Function Annotations](https://youtu.be/vQqisFjAnsE)
    - [4.8. Intermezzo: Coding Style](https://youtu.be/vQqisFjAnsE)

- [5. Data Structures](https://youtu.be/vQqisFjAnsE)
    - [5.1. More on Lists](https://youtu.be/vQqisFjAnsE)
        - [5.1.1. Using Lists as Stacks](https://youtu.be/vQqisFjAnsE)
        - [5.1.2. Using Lists as Queues](https://youtu.be/vQqisFjAnsE)
        - [5.1.3. List Comprehensions](https://youtu.be/vQqisFjAnsE)
        - [5.1.4. Nested List Comprehensions](https://youtu.be/vQqisFjAnsE)
    - [5.2. The del statement](https://youtu.be/vQqisFjAnsE)
    - [5.3. Tuples and Sequences](https://youtu.be/vQqisFjAnsE)
    - [5.4. Sets](https://youtu.be/vQqisFjAnsE)
    - [5.5. Dictionaries](https://youtu.be/vQqisFjAnsE)
    - [5.6. Looping Techniques](https://youtu.be/vQqisFjAnsE)
    - [5.7. More on Conditions](https://youtu.be/vQqisFjAnsE)
    - [5.8. Comparing Sequences and Other Types](https://youtu.be/vQqisFjAnsE)

- [6. Modules](https://youtu.be/vQqisFjAnsE)
    - [6.1. More on Modules](https://youtu.be/vQqisFjAnsE)
        - [6.1.1. Executing modules as scripts](https://youtu.be/vQqisFjAnsE)
        - [6.1.2. The Module Search Path](https://youtu.be/vQqisFjAnsE)
        - [6.1.3. “Compiled” Python files](https://youtu.be/vQqisFjAnsE)
    - [6.2. Standard Modules](https://youtu.be/vQqisFjAnsE)
    - [6.3. The dir() Function](https://youtu.be/vQqisFjAnsE)
    - [6.4. Packages](https://youtu.be/vQqisFjAnsE)
        - [6.4.1. Importing * From a Package](https://youtu.be/vQqisFjAnsE)
        - [6.4.2. Intra-package References](https://youtu.be/vQqisFjAnsE)
        - [6.4.3. Packages in Multiple Directories](https://youtu.be/vQqisFjAnsE)

- [7. Input and Output](https://youtu.be/vQqisFjAnsE)
    - [7.1. Fancier Output Formatting](https://youtu.be/vQqisFjAnsE)
        - [7.1.1. Formatted String Literals](https://youtu.be/vQqisFjAnsE)
        - [7.1.2. The String format() Method](https://youtu.be/vQqisFjAnsE)
        - [7.1.3. Manual String Formatting](https://youtu.be/vQqisFjAnsE)
        - [7.1.4. Old string formatting](https://youtu.be/vQqisFjAnsE)
    - [7.2. Reading and Writing Files](https://youtu.be/vQqisFjAnsE)
        - [7.2.1. Methods of File Objects](https://youtu.be/vQqisFjAnsE)
        - [7.2.2. Saving structured data with json](https://youtu.be/vQqisFjAnsE)

- [8. Errors and Exceptions](https://youtu.be/vQqisFjAnsE)
    - [8.1. Syntax Errors](https://youtu.be/vQqisFjAnsE)
    - [8.2. Exceptions](https://youtu.be/vQqisFjAnsE)
    - [8.3. Handling Exceptions](https://youtu.be/vQqisFjAnsE)
    - [8.4. Raising Exceptions](https://youtu.be/vQqisFjAnsE)
    - [8.5. Exception Chaining](https://youtu.be/vQqisFjAnsE)
    - [8.6. User-defined Exceptions](https://youtu.be/vQqisFjAnsE)
    - [8.7. Defining Clean-up Actions](https://youtu.be/vQqisFjAnsE)
    - [8.8. Predefined Clean-up Actions](https://youtu.be/vQqisFjAnsE)

- [9. Classes](https://youtu.be/vQqisFjAnsE)
    - [9.1. A Word About Names and Objects](https://youtu.be/vQqisFjAnsE)
    - [9.2. Python Scopes and Namespaces](https://youtu.be/vQqisFjAnsE)
        - [9.2.1. Scopes and Namespaces Example](https://youtu.be/vQqisFjAnsE)
    - [9.3. A First Look at Classes](https://youtu.be/vQqisFjAnsE)
        - [9.3.1. Class Definition Syntax](https://youtu.be/vQqisFjAnsE)
        - [9.3.2. Class Objects](https://youtu.be/vQqisFjAnsE)
        - [9.3.3. Instance Objects](https://youtu.be/vQqisFjAnsE)
        - [9.3.4. Method Objects](https://youtu.be/vQqisFjAnsE)
        - [9.3.5. Class and Instance Variables](https://youtu.be/vQqisFjAnsE)
    - [9.4. Random Remarks](https://youtu.be/vQqisFjAnsE)
    - [9.5. Inheritance](https://youtu.be/vQqisFjAnsE)
        - [9.5.1. Multiple Inheritance](https://youtu.be/vQqisFjAnsE)
    - [9.6. Private Variables](https://youtu.be/vQqisFjAnsE)
    - [9.7. Odds and Ends](https://youtu.be/vQqisFjAnsE)
    - [9.8. Iterators](https://youtu.be/vQqisFjAnsE)
    - [9.9. Generators](https://youtu.be/vQqisFjAnsE)
    - [9.10. Generator Expressions](https://youtu.be/vQqisFjAnsE)

- [10. Brief Tour of the Standard Library](https://youtu.be/vQqisFjAnsE)
    - [10.1. Operating System Interface](https://youtu.be/vQqisFjAnsE)
    - [10.2. File Wildcards](https://youtu.be/vQqisFjAnsE)
    - [10.3. Command Line Arguments](https://youtu.be/vQqisFjAnsE)
    - [10.4. Error Output Redirection and Program Termination](https://youtu.be/vQqisFjAnsE)
    - [10.5. String Pattern Matching](https://youtu.be/vQqisFjAnsE)
    - [10.6. Mathematics](https://youtu.be/vQqisFjAnsE)
    - [10.7. Internet Access](https://youtu.be/vQqisFjAnsE)
    - [10.8. Dates and Times](https://youtu.be/vQqisFjAnsE)
    - [10.9. Data Compression](https://youtu.be/vQqisFjAnsE)
    - [10.10. Performance Measurement](https://youtu.be/vQqisFjAnsE)
    - [10.11. Quality Control](https://youtu.be/vQqisFjAnsE)
    - [10.12. Batteries Included](https://youtu.be/vQqisFjAnsE)

- [11. Brief Tour of the Standard Library — Part II](https://youtu.be/vQqisFjAnsE)
    - [11.1. Output Formatting](https://youtu.be/vQqisFjAnsE)
    - [11.2. Templating](https://youtu.be/vQqisFjAnsE)
    - [11.3. Working with Binary Data Record Layouts](https://youtu.be/vQqisFjAnsE)
    - [11.4. Multi-threading](https://youtu.be/vQqisFjAnsE)
    - [11.5. Logging](https://youtu.be/vQqisFjAnsE)
    - [11.6. Weak References](https://youtu.be/vQqisFjAnsE)
    - [11.7. Tools for Working with Lists](https://youtu.be/vQqisFjAnsE)
    - [11.8. Decimal Floating Point Arithmetic](https://youtu.be/vQqisFjAnsE)

- [12. Virtual Environments and Packages](https://youtu.be/vQqisFjAnsE)
    - [12.1. Introduction](https://youtu.be/vQqisFjAnsE)
    - [12.2. Creating Virtual Environments](https://youtu.be/vQqisFjAnsE)
    - [12.3. Managing Packages with pip](https://youtu.be/vQqisFjAnsE)

- [13. PEP 8 - Style Guide for Python code](https://youtu.be/vQqisFjAnsE)

- [13.1. Introduction](https://youtu.be/vQqisFjAnsE)

- [13.2. A Foolish Consistency is the Hobgoblin of Little Minds](https://youtu.be/vQqisFjAnsE)

- [13.3. Code Lay-out](https://youtu.be/vQqisFjAnsE)
        - [13.3.1. Indentation](https://youtu.be/vQqisFjAnsE)
        - [13.3.2. Tabs or Spaces?](https://youtu.be/vQqisFjAnsE)
        - [13.3.3. Maximum Line Length](https://youtu.be/vQqisFjAnsE)
        - [13.3.4. Should a Line Break Before or After a Binary Operator?](https://youtu.be/vQqisFjAnsE)
        - [13.3.5. Blank Lines](https://youtu.be/vQqisFjAnsE)
        - [13.3.6. Source File Encoding](https://youtu.be/vQqisFjAnsE)
        - [13.3.7. Imports](https://youtu.be/vQqisFjAnsE)
        - [13.3.8. Module Level Dunder Names](https://youtu.be/vQqisFjAnsE)

- [13.4. String Quotes](https://youtu.be/vQqisFjAnsE)

- [13.5. Whitespace in Expressions and Statements](https://youtu.be/vQqisFjAnsE)
        - [13.5.1. Pet Peeves](https://youtu.be/vQqisFjAnsE)
        - [13.5.2. Other Recommendations](https://youtu.be/vQqisFjAnsE)

- [13.6. When to Use Trailing Commas](https://youtu.be/vQqisFjAnsE)

- [13.7. Comments](https://youtu.be/vQqisFjAnsE)
        - [13.7.1. Block Comments](https://youtu.be/vQqisFjAnsE)
        - [13.7.2. Inline Comments](https://youtu.be/vQqisFjAnsE)
        - [13.7.3. Documentation Strings](https://youtu.be/vQqisFjAnsE)

- [13.8. Naming Conventions](https://youtu.be/vQqisFjAnsE)
        - [13.8.1. Overriding Principle](https://youtu.be/vQqisFjAnsE)
        - [13.8.2. Descriptive: Naming Styles](https://youtu.be/vQqisFjAnsE)
        - [13.8.3. Prescriptive: Naming Conventions](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.1. Names to Avoid](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.2. ASCII Compatibility](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.3. Package and Module Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.4. Class Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.5. Type Variable Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.6. Exception Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.7. Global Variable Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.8. Function and Variable Names](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.9. Function and Method Arguments](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.10. Method Names and Instance Variables](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.11. Constants](https://youtu.be/vQqisFjAnsE)
            - [13.8.3.12. Designing for Inheritance](https://youtu.be/vQqisFjAnsE)
        - [13.8.4. Public and Internal Interfaces](https://youtu.be/vQqisFjAnsE)

- [13.9. Programming Recommendations](https://youtu.be/vQqisFjAnsE)
        - [13.9.1. Function Annotations](https://youtu.be/vQqisFjAnsE)
        - [13.9.2. Variable Annotations](https://youtu.be/vQqisFjAnsE)

- [14. [BONUS] Google Python Style Guide](https://youtu.be/vQqisFjAnsE)

- [14.1. Background](https://youtu.be/vQqisFjAnsE)

- [14.2. Python Language Rules](https://youtu.be/vQqisFjAnsE)
        - [14.2.1. Lint](https://youtu.be/vQqisFjAnsE)
        - [14.2.2. Imports](https://youtu.be/vQqisFjAnsE)
        - [14.2.3. Packages](https://youtu.be/vQqisFjAnsE)
        - [14.2.4. Exceptions](https://youtu.be/vQqisFjAnsE)
        - [14.2.5. Global variables](https://youtu.be/vQqisFjAnsE)
        - [14.2.6. Nested/Local/Inner Classes and Functions](https://youtu.be/vQqisFjAnsE)
        - [14.2.7. Comprehensions & Generator Expressions](https://youtu.be/vQqisFjAnsE)
        - [14.2.8. Default Iterators and Operators](https://youtu.be/vQqisFjAnsE)
        - [14.2.9. Generators](https://youtu.be/vQqisFjAnsE)
        - [14.2.10. Lambda Functions](https://youtu.be/vQqisFjAnsE)
        - [14.2.11. Conditional Expressions](https://youtu.be/vQqisFjAnsE)
        - [14.2.12. Default Argument Values](https://youtu.be/vQqisFjAnsE)
        - [14.2.13. Properties](https://youtu.be/vQqisFjAnsE)
        - [14.2.14. True/False Evaluations](https://youtu.be/vQqisFjAnsE)
        - [14.2.16. Lexical Scoping](https://youtu.be/vQqisFjAnsE)
        - [14.2.17. Function and Method Decorators](https://youtu.be/vQqisFjAnsE)
        - [14.2.18. Threading](https://youtu.be/vQqisFjAnsE)
        - [14.2.19. Power Features](https://youtu.be/vQqisFjAnsE)
        - [14.2.20. Modern Python: Python 3 and from \_\_future__ imports](https://youtu.be/vQqisFjAnsE)
        - [14.2.21. Type Annotated Code](https://youtu.be/vQqisFjAnsE)

- [14.3. Python Style Rules](https://youtu.be/vQqisFjAnsE)
        - [14.3.1. Semicolons](https://youtu.be/vQqisFjAnsE)
        - [14.3.2. Line length](https://youtu.be/vQqisFjAnsE)
        - [14.3.3. Parentheses](https://youtu.be/vQqisFjAnsE)
        - [14.3.4. Indentation](https://youtu.be/vQqisFjAnsE)
        - [14.3.4.1. Trailing commas in sequences of items?](https://youtu.be/vQqisFjAnsE)
        - [14.3.5. Blank Lines](https://youtu.be/vQqisFjAnsE)
        - [14.3.6. Whitespace](https://youtu.be/vQqisFjAnsE)
        - [14.3.7. Shebang Line](https://youtu.be/vQqisFjAnsE)
        - [14.3.8. Comments and Docstrings](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.1. Docstrings](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.2. Modules](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.3. Functions and Methods](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.4. Classes](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.5. Block and Inline Comments](https://youtu.be/vQqisFjAnsE)
            - [14.3.8.6. Punctuation, Spelling, and Grammar](https://youtu.be/vQqisFjAnsE)
        - [14.3.10. Strings](https://youtu.be/vQqisFjAnsE)
            - [14.3.10.1. Logging](https://youtu.be/vQqisFjAnsE)
            - [14.3.10.2. Error Messages](https://youtu.be/vQqisFjAnsE)
        - [14.3.11. Files and Sockets](https://youtu.be/vQqisFjAnsE)
        - [14.3.12. TODO Comments](https://youtu.be/vQqisFjAnsE)
        - [14.3.13. Imports formatting](https://youtu.be/vQqisFjAnsE)
        - [14.3.14. Statements](https://youtu.be/vQqisFjAnsE)
        - [14.3.15. Accessors](https://youtu.be/vQqisFjAnsE)
        - [14.3.16. Naming](https://youtu.be/vQqisFjAnsE)
            - [14.3.16.1. Names to Avoid](https://youtu.be/vQqisFjAnsE)
            - [14.3.16.2. Naming Conventions](https://youtu.be/vQqisFjAnsE)
            - [14.3.16.3. File Naming](https://youtu.be/vQqisFjAnsE)
            - [14.3.16.4. Guidelines derived from Guido’s Recommendations](https://youtu.be/vQqisFjAnsE)
        - [14.3.17. Main](https://youtu.be/vQqisFjAnsE)
        - [14.3.18. Function length](https://youtu.be/vQqisFjAnsE)
        - [14.3.19. Type Annotations](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.1. General Rules](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.2. Line Breaking](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.3. Forward Declarations](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.4. Default Values](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.5. NoneType](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.6. Type Aliases](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.7. Ignoring Types](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.8. Typing Variables](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.9. Tuples vs Lists](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.10. TypeVars](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.11. String types](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.12. Imports For Typing](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.13. Conditional Imports](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.14. Circular Dependencies](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.15. Generics](https://youtu.be/vQqisFjAnsE)
            - [14.3.19.16. Build Dependencies](https://youtu.be/vQqisFjAnsE)

- [14.4. Parting Words](https://youtu.be/vQqisFjAnsE)
- [15. Python libraries](https://youtu.be/vQqisFjAnsE)
- [16. Python integretions with other technologies](https://youtu.be/vQqisFjAnsE)
- [17. Python Web technologies](https://youtu.be/vQqisFjAnsE)
- [18. Python Machine Learning](https://youtu.be/vQqisFjAnsE)
- [19. Python automation](https://youtu.be/vQqisFjAnsE)
- [20. Python modules](https://youtu.be/vQqisFjAnsE)
- [21. Python coding challenges](https://youtu.be/vQqisFjAnsE)

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