Python
Fundamentals - Basics
Variables & Assignment
Data Types
Arithmetic Operations
Comparison Operations
Logical Operations
Type Conversion
Input & Output
Comments
Fundamentals - Control Flow
If Statements
Ternary Operator
For Loops
While Loops
Break & Continue
Loop Else
Match Statement
Pass Statement
Fundamentals - Functions
Function Basics
Parameters
Return Values
Lambda Functions
Scope
Fundamentals - Data Structures
Lists Basics
Lists Methods
Tuples
Dictionaries Basics
Dictionaries Methods
Sets
Fundamentals - Strings
String Basics
String Methods
String Formatting
Intermediate - File I/O
File Reading
File Writing
File Paths
CSV & JSON
Intermediate - Error Handling
Try Except
Exceptions
Custom Exceptions
Intermediate - Comprehensions
List Comprehensions
Dict & Set Comprehensions
Generator Expressions
Advanced - OOP
Classes & Objects
Methods
Inheritance
Properties
Magic Methods
Advanced - Decorators
Decorators Basics
Decorators Advanced
Advanced - Iterators & Generators
Iterators
Generators
Itertools
Tasks
Getting Toy Data
Libraries
Tensorflow
Pytorch
Resources
source: https://www.youtube.com/watch?v=GfH4QL4VqJ0
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