IN DEVELOPMENT

Content

1.Introduction To Programming

• 1. What is programming?
• 2. Overview of Python
• 3. Python installation
• 4. IDE Installation (VSCode)
• 5. print()
• 6. input()
• 7. Quiz: Introduction to Programming
• 8. Homework

2.Data Types Convertion And Basic Operations

• 1. (int and float)
• 2. Math operations
• 3. (str and bool)
• 4. Converting data types
• 5. Quiz
• 6. Homework

3.Conditionals And Strings

• 1. Relational Operators
• 2. Logical Operators (if/elif/else)
• 3. Nested Logical Operators
• 4. Strings
• 5. Quiz
• 6. Homework

4.Strings And Loops

• 1. Strings in the PC memory (encodings, ascii/unicode), ord(), chr()
• 3. Slicing
• 4. Methods of Strings
• 5. Introduction to loops
• 6. Quiz
• 7. Homework

5.Loops

• 1. Introduction to loops
• 2. break, continue, and else in Loops
• 3. Nested Loops
• 4. Quiz
• 5. Homework

6.Lists

• 1 Mutable and Immutable data types
• 2. Introduction to list
• 3. Functions (len(), sum(), min(), max(), sorted())
• 4. Methods of Lists
• 5. General methods of Iterations
• 6. Copying lists
• 8. join() and split()
• 9. Quiz
• 10. Homework
• Example

7.Tuple

• 1. Overview of Tuples
• 2. Features Overview
• 3. Iterations
• 4. Quiz
• 5. Homework

8.Set

• 1. Introduction to Sets
• 2. Methods of sets
• 3. Set Comprehensions
• 4. frozenset() Overview
• 5. Quiz
• 6. Homework
• Example

9.Dict

• 1. Introduction to dict
• 2. Functions and Methods of dict
• 3. Iterations
• 7. Quiz
• 8. Homework

10.Functions

• 1. Introduction to Functions
• 2. Parameters and Arguments
• 3. Positional vs Key Arguments
• 4. Scopes
• 5. Return
• 6. Optional Parameters
• 7. Args and Kwargs
• 8. Argument Ordering
• 9. Quiz
• 10. Homework

11.Exceptions

• 1 Introduction
• 2 The try & except Block
• 3 The else Block
• 4 The finally Block
• 5 Raising Exceptions
• 6 Exception Chaining
• 7. Quiz
• 8. Homework

12.Imports

• 1. Introduction
• 2. Creating a Module
• 3. import, from, and as
• 4. if __name__ == "__main__"
• 5. Packages
• 6. venv
• 7. requests
• 8. Pillow
• 9. Choose your direction
• 10. Homework

13.Files

• 1 What is a File?
• 2. Working with Files
• 3. Exception Handling
• 4 Full/Relative Paths
• 5. Context Manager with
• 6 Working with Files of Different Formats
• 7. Quiz
• 8. Homework

Intermediate

14.Functional Programming

• 1. Revision of Functions
• 2. Programming Principles(KIS, DRY, YAGNI)
• 3. Function pointers
• 4. Higher Order Functions
• 5. Closures
• 6. Decorators
• 7. Lambda Functions
• 8. Function Composition
• 9. Currying
• 10. Recursion
• 11. Function Memoization
• 12. Quiz
• 13. Homework

15.Introduction To OOP

• 1. Intro to OOP
• 2. Class VS Instance Attributes and Methods
• 3. Class vs Instance methods + @staticmethod
• 4. Key Paradigms of OOP
• 5. Examples of good OOP designs
• 6. Quiz
• 7. Homework

16.Intermediate OOP

• 1. Composition and Aggregation
• 2. Advanced Inheritance
• 3. Dunder (Magic) Methods in Python
• 4. Enums
• 5. Quiz
• 6. Homework

17.SOLID

• 0. Definition
• 1. Single Responsibility Principle (SRP)
• 2. Open/Closed Principle (OCP)
• 3. Liskov Substitution Principle (LSP)
• 4. Interface Segregation Principle (ISP)
• 5. Dependency Inversion Principle (DIP)
• 6. Summarise
• 7. Let's Refactor!
• 8. Quiz
• 9. Homework

18.Logging

• 1. What is logging?
• 2. Python's Built-in Logging Module
• 3. Configuring Logging: Handlers, Formatters, and Config Files
• 4. Logging Best Practices
• 5. Homework

19.Testing

• 1. Why do we need testing?
• 2. Types of Testing
• 3. Introduction to unittest
• 4. Introduction to pytest
• 5. Mocking and Patching
• 6. Advanced Techniques
• 7. Coverage Analysis
• 8. Applying Testing
• 9. Homework

20.Iterators And Generators

• 1. Iterators
• 2. Building Your Own Iterators
• 3. Performance overview
• 4. Generators
• 5. Generators VS Lists
• 6. Best practices
• 7. Quiz
• 8. Homework

21.Refactoring And Code Review

• 1. The Importance of Refactoring and Code Review
• 2. Principles of Good Refactoring
• 3. Code reviews
• 4. Application Development Life Cycle
• 5. Homework

22.Documenting Python Code

• 1. Introduction
• 2. Code Comments and Docstrings
• 3. Annotations
• 4. External Documentation
• Introduction
• Installation
• Usage
• Contributing
• License
• Credits
• 5. Homework

23.Regular Expressions

• 1. Regular Expressions
• 2. Basic Patterns
• 3. Character Classes
• 4. Quantifiers
• 5. Anchors and Boundaries
• 6. Grouping and Capturing
• 7. Practice
• 8. Homework

24.Algorithms

• 1. What are Algorithms?
• 2. Algorithmic Complexity (Big O Notation)
• 3. Sorting Algorithms
• 4. Searching Algorithms
• 5. Dynamic Algorithms

Advanced

25.Advanced OOP

• 1. Mixins
• 2. Metaclasses
• 3. Type checking
• 4. Duck Typing
• 5. Quiz
• 6. Homework

26.Context Managers

• 1. Introduction
• 2. contextlib
• 3. Nested context managers
• 3.2 Best Practices
• 4. Quiz
• 5. Homework

27.Concurrent And Parallel Programming

• 1. Concurrent Programming
• 2. Parallel Programming
• 3 Key Differences
• 4. Homework

28.Threading

• 1. Introduction to Threads
• 2. Threading
• 3. Global Interpreter Lock (GIL)
• 4. Thread Communication
• 5. Daemon Threads
• 6. Thread Pooling
• 7. More Practice
• 8. Quiz
• 9. Homework

29.Multiprocessing

• Topics
• 1. Multiprocessing vs Multithreading
• 2. multiprocessing
• 3. Inter-process Communication (IPC)
• 4. Synchronisation
• 5. Process Pooling
• 6. Production Approaches
• 7. Practice
• 9. Quiz
• 10. Homework

30.Asyncio

• 1. Introduction
• 2. Coroutines
• 3. Event Loop
• 4. Practice
• 5. Scheduling Tasks
• 6. Project and Debugging
• 7. Quiz
• 8. Homework