Learning Python

1. Online udemy course : "Learn Python Programming Masterclass" with Tim Buchalka: https://www.udemy.com/course/python-the-complete-python-developer-course/
2. vscode as the IDE
3. github of all the applications and exercises worked on during the classes : https://github.com/j0nnnnn0/udemy_python (Note: .venv is part of .gitignore so some import may fail)

Sections

1. Course Intro
2. Install and Setup
3. Into the world of Python (https://github.com/j0nnnnn0/udemy_python/tree/master/Sec3.Intro)
4. Program Flow Control in Python (https://github.com/j0nnnnn0/udemy_python/tree/master/Sec4.ProgramFlow)
5. Lists and Tuples (https://github.com/j0nnnnn0/udemy_python/tree/master/Sec5.Lists_and_Tuples)
6. Functions - Intro (https://github.com/j0nnnnn0/udemy_python/tree/master/Sec6.Functions_Intro)
7. Dictionaries and Sets (https://github.com/j0nnnnn0/udemy_python/tree/master/Sec7.Dictionaries_and_Sets)
8. I/O in Python
9. Modules and Functions in Python
10. Object Oriented Python
11. Using Databases in Python
12. Big O Notation
13. Course Remaster (in Progress)

Python Documentation

1. https://docs.python.org/3/library/functions.html Built-in functions
2. https://docs.python.org/3/library/stdtypes.html Standard Types
3. https://docs.python.org/3/library/stdtypes.html#sequence-types-list-tuple-range Sequence Types
4. https://www.python.org/dev/peps/pep-0008/ Style Guide
5. https://google.github.io/styleguide/pyguide.html Google Python Style Guide
6. https://docs.python.org/3/library/stdtypes.html#string-methods String Method
7. https://docs.python.org/3/library/exceptions.html Built in Exceptions
8. https://docs.python.org/3/glossary.html#term-parameter Glossary : Parameter
9. https://www.python.org/dev/peps/pep-0257/ PEP 257 - Docstring conventions
10. https://docs.python.org/3/library/typing.html Typing - support for type hints
11. https://www.python.org/dev/peps/pep-3107/ Function Annotation
12. https://www.python.org/dev/peps/pep-0008/ PEP 8 annotation for default values
13. https://docs.python.org/3/library/stdtypes.html#dict Standard types - Dict
14. https://docs.python.org/3/library/copy.html Copy (deep vs shallow)
15. https://docs.python.org/3.10/glossary.html#term-hashable (term hashable)
16. https://en.wikipedia.org/wiki/Hash_function (Hash Function Wikipedia)
17. https://docs.python.org/3/library/stdtypes.html#set (sets)
18. https://docs.python.org/3/library/stdtypes.html#frozenset.union (union in sets)

Python cheatsheets

1. classes
2. functions
3. maths
4. packages
5. strings
6. lists
7. dictionaries
8. sets
9. tuples
10. exceptions
11. iterators
12. generators
13. comprehensions
14. lambda
15. map
16. filter
17. reduce
18. multiprocessing
19. threading
20. logging
21. decorators
22. context managers
23. property
24. descriptors
25. type hints
26. type checking
27. type conversion
28. type introspection
29. duck typing
30. abstract base classes
31. magic methods
32. async
33. coroutines
34. asyncio
35. modules
36. packages
37. pip
38. virtual environments
39. command line arguments
40. file io
41. csv
42. json
43. pickle
44. sqlite
45. datetime
46. time
47. os
48. shutil
49. glob