Python Lessons

🟢 Beginner Level
1. Introduction to Python
2. Installing Python and IDEs
3. Hello World Program
4. Variables
5. Data Types
6. Basic Input and Output
7. Arithmetic Operators
8. Comments
9. String Operations
10. Conditional Statements (if, elif, else)
11. Logical and Comparison Operators
12. Lists
13. Tuples
14. Sets
15. Dictionaries
16. Loops (for, while)
17. Break and Continue
18. List Comprehensions
19. Functions and Parameters
20. Return Values
21. Scope and Global Variables
Beginner Level Quiz
Beginner Level Grand Challenge
🟡 Intermediate Level
22. Error Handling (try, except)
23. Built-in Functions
24. Lambda Functions
25. Map, Filter, Reduce
26. File Handling (read, write, append)
27. Modules and Packages
28. Python Standard Library
29. Intro to OOP
30. Classes and Objects
31. Constructors and Inheritance
32. Polymorphism and Encapsulation
33. Dunder (Magic) Methods
34. Iterators and Generators
35. Decorators
36. Recursion
37. Regular Expressions (re module)
38. Virtual Environments (venv)
39. pip and Installing Libraries
Intermediate Level Quiz
Intermediate Grand Challenge - Hangman Game
🔵 Advanced Level
40. Functional Programming
41. Type Hints and Annotations
42. Asynchronous Programming (async/await)
43. Context Managers
44. Logging
45. Unit Testing (unittest, pytest)
46. Debugging Techniques
47. Packaging and Distribution (setup.py, PyPI)
48. Design Patterns
49. Memory Management
50. Multithreading
51. Multiprocessing
52. Performance Optimization
53. Working with JSON and CSV
54. Web Scraping (requests, BeautifulSoup, selenium)
55. Database Access (SQLite, MySQL, PostgreSQL)
56. Working with APIs (RESTful APIs, HTTP requests)
57. GUI Programming (tkinter, PyQt)
Advanced Level Quiz
Advanced Level Grand Challenge
🔴 Expert / Specialized Topics
58. Data Science with Python (NumPy, Pandas)
59. Data Visualization (Matplotlib, Seaborn, Plotly)
🤖 AI & Machine Learning
60. Introduction to Artificial Intelligence (AI)
61. Machine Learning (scikit-learn, TensorFlow, PyTorch)
62. Deep Learning
63. Natural Language Processing (NLP)
64. Computer Vision
65. Reinforcement Learning
66. Generative AI
67. Web Development (Flask, Django, FastAPI)
68. Networking (socket, requests)
69. Game Development (Pygame)
70. Automation and Scripting
71. Working with Excel (openpyxl, pandas)
72. Testing Automation (Selenium)
73. DevOps with Python (CI/CD scripting, Docker, Bash integration)
74. Security and Ethical Hacking with Python
75. Writing Python Extensions in C
76. Contributing to Open Source Python Projects
Expert Level Quiz
Expert Level Grand Challenge

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