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Problem Solving with Python (Environment / Packaging (Modules &…
Problem Solving with Python
Syntax & Semantics
Variables, Expressions, Statements
Data Types
Numeric Types
Text Sequence Types
String Methods
String Formatting
String Slices
Regular Expressions
Other Types
Dates & Times
Binary Sequence Types
Boolean
Mutable vs Immutable
Control Flow
Conditions
Truth Value
Ternary Expressions
Operation & Operators
Looping (Iteration)
for loop
while loop
break, continue, pass
iterators & generator
itertool
Recursion
Coroutines
Concurrency
Context Manager
Functions
Scopes
Arguments
lambda
Generator & Decorators
Composition
Environment / Packaging
Modules & Packages (namespaces)
Virtual Environment
Exception Handling
Debugging & Development Tools
Testing
Command Line (shell) & IDLE
Documentation
Deployment
Programming Paradigm
Object-Oriented Programming (OOP)
Classes & Objects (Encapsulation)
Inheritance / Multiple Inheritance
References , Mutability
Python Magic Methods
Operator Overloading
Metaclass & ABC
Functional Programming (FP)
Higher-order Function
Closure
Descriptors & Decorators
Properties
functool
Algorithm
Data Structure & Data Manipulation
List
List Comprehension
map, filter, reduce
Dictionary & Sets
Dict Comprehension
Set Comprehension
Tuple
Files & I/O
String Manipulation
Text vs Bytes
Encoding / Decoding (Unicode Processing)
Larger Programs
GUI Programming
System Programming
os module
scripting
sys module
Network Programming
socket programming
client-side scripting
server-side scriptig
Web Programming
Django
Flask
Dash
Databases