Python Tutorials Series
Note: Inclusion of the various Python-Topics is under active development.
1. Introduction
| i) Programming Languages | ii) Why Python | iii) Installing Python |
| iv) Installing code editor | v) Hello World program | iv) Styles and Conventions |
2. Python basics
| i) Variables | ii) Built-in data types | iii) Strings |
| iv) Numbers | v) List | vi) Tuple |
| vii) Dictionary | viii) Sets | ix) If-statement |
| x) Comparison Operators | xi) Logical operators | xii) For loop |
| xiii) While loop | xiv) Input function | xv) Functions |
| xvi) Modules | ||
3. Classes
Separate repository covering Python classes in detail. Following topics are covered in it.
| i) Introduction to classes | ii) Reason for creating a class | iii) class keyword & init method |
| iv) Naming a 'class' | v) Instance of a class | vi) Attributes and Methods |
| vii) Instance and class variables | viii) Instance, class and static methods | ix) dir(), help(class), MRO, is_instance and dict methods |
| x) Use of property decorator | xi) OOPs concepts |
4. Useful Concepts
| i) Args & Kwargs | ii) Continue and Break statements | iii) Functions as first class objects |
iv) Using name == main |
v) Zip function | vi) Lambda function |
| vii) Ternary operators | viii) Max function | ix) Ord & Chr |
| x) Sort and Sorted | xi) Len and Count | xii) Mutable and Immutable data types |
| xiii) Error and Exception Handling | xiv) Creating Virtual Environment | xv) Pypi, Pip & Installing packages |
5. Advanced Concepts
| i) Comprehensions | ii) Generators | iii) Decorators |
| iv) Coroutines | v) Asyncio | vi) Multi-Threading |
| vii) Multi-processing | viii) Callable objects | ix) Ellipsis |
| x) Higher Order Functions |
6. Python Inbuilt packages
| i) calendar | ii) collections | iii) concurrent |
| iv) copy | v) csv | vi) dataclasses |
| vii) dis | viii) enum | ix) functools |
| x) itertools | xi) json | xii) logging |
| xiii) math | xiv) os | xv) pathlib |
| xvi) pickle | xvii) random | xviii) re |
| xix) shutil | xx) socket | xxi) string |
| xxii) time | xxiii) timeit | xxiv) typing |
Reference:
None of the above is an affiliated link. And let me admit that Fluent Python By Luciano Ramalho is my favorite book on Python and it is almost impossible for me to write about Python without being affected by this book.
All specific references are quoted at the related page.