Python

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Introduction

• What is a programming language
• Python interpreter
• How to run python code

Python Basics

• Python Data Type
• Numbers
• Math Functions
• Operator Precedence
• Exercise: Operator Precedence
• Variables
• Expressions vs Statements
• Augmented Assignment Operator
• Strings
• String Concatenation
• Type Conversion
• Escape Sequences
• Formatted Strings
• String Indexes
• Immutability
• Built-In Functions + Methods
• Booleans
• Exercise: Type Conversion
• Exercise: Password Checker
• Lists
• List Slicing
• Matrix
• Common List Patterns
• List Unpacking
• Dictionaries
• Tuples
• Sets
• Breaking The Flow
• Conditional Logic
• Indentation In Python
• Truthy vs Falsey
• Ternary Operator
• Short Circuiting
• Logical Operators
• Exercise: Logical Operators
• is vs ==
• For Loops
• Iterables
• Exercise: Tricky Counter
• range()
• enumerate()
• While Loops
• break, continue, pass
• Exercise: Find Duplicates
• Functions
• Parameters and Arguments
• Default Parameters and Keyword Arguments
• return
• Methods vs Functions
• Docstrings
• Clean Code
• *args and **kwargs
• Exercise: Function
• Walrus Operator
• Scope
• global Keyword
• nonlocal Keyword

Advanced Python

• What Is OOP?
• Creating Our Own Objects
• Attributes and Methods
• __init__
• Exercise: Cats Everywhere
• @classmethod and @staticmethod
• Reviewing What We Know So Far
• DEVELOPER FUNDAMENTALS: V
• Encapsulation
• Abstraction
• Private vs Public Variables
• Inheritance
• Polymorphism
• Exercise: Pets Everywhere
• super()
• Object Introspection
• Dunder Methods
• Exercise: Extending List
• Multiple Inheritance
• MRO – Method Resolution Order
• functional Programming
• Decorators
• Error Handling
• Generators
• Modules in python
• Debugging
• File I/O
• Regular Expression s
• Testing in python
• Scripting
• Web Development in python
• Automation
• ML+Data Science