Index for python learning

Based on learning structure from
https://apps.cognitiveclass.ai/learning/course/course-v1:CognitiveClass+PY0101EN+v3/home

Module 1 - Python Basics

1.1 Hello World

• Hello World
  • Print Formatting
  • F-strings
• Code Comments

1.2 Types

• Comparability
• Type Casting
• Advanced Type Casting

1.3 Expressions and Variables

• Expresssions vs Statements
  • Expressions
  • Statements
    • Advanced Removal methods for Python Collections
• Variables
  • Variables from user input
• Expressions and Variables Exercises:

1.4 String Operations

• Strings
  • Indexing
  • Slicing
  • Stride
  • Concatenation
  • Escape Sequences
• String Operations
• RegEx
  • Special Sequences
  • RegEx Functions
    • Search
    • Findall
    • Split
    • Sub
• String Exercises

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Module 2 - Python Data Structures

2.1 Lists and Tuples

• Lists and Tuples
• Tuples
  • Types
  • Indexing
  • Slicing
  • Stride
  • Concatenation and immutability
  • Tuple Sorting
    • Functions and Methods:
  • Nesting
• Tuple Exercises
• Lists
  • Mutability,
    • Return vs Modify
• List Operations
  • List Modification
  • List Sorting
  • Append
  • Extend
  • Removal Methods
    • Delete
    • Remove
    • Pop
    • Clear
  • Aliasing and Cloning
    • Aliasing
    • Cloning
• List Exercises

2.2 Sets

• Sets
• Set Operations
  • Add and Update
  • Removal Methods
    • Remove
    • Pop
    • Clear
    • Discard
    • Difference update
  • In
• Set Logic Operations
  • Intersection
  • Difference
  • Union
  • Subset and Superset
• List Exercises

2.3 Dictionaries

• Dictionaries
• Dictionary Operations
  • Retrieve Values
  • Retrieve Keys
  • In
  • Add Keys and Values
    • Direct Assignment
    • Append
    • Extend
    • Update
  • Removal Methods
    • Delete
    • Pop
    • Clear
• Dictionary Exercises

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Module 3 - Python Programming Fundamentals (Flow Control)

3.1 Conditions and Branching

• Conditions and Branching
  • Condition Statements
    • Comparison Operators
  • Branching
  • Logical Operators
• Condition Statement Exercises

3.2 Loops

• Range
• Loops in Python
  • For Loops
    • Basic Syntax
    • Iteration
    • Enumerating Lists
  • While Loops
    • Basic Syntax
    • Breaking Loops
• Loop Exercises

3.3 Functions

• Functions
  • Pre-defined functions
  • User Defined Functions
• Variables
  • Default Arguments
• Collections and Functions
• Conditionals and Loops in Functions
• String Comparison in Functions:
• Function Exercises

3.4 Objects and Classes

• Classes and Objects in Python
  • Creating a class
  • Instances of a Class - Objects and Attributes
  • Methods
• Class Excercises

3.5 Exception Handling

• Exception Handling
  • Try Except
  • Try Except Specific
  • Try Except Else and Finally
• Exception Handling Exercises
  • Custom Exception Classes
  • Logging Exceptions

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Module 4 - Working with Data in Python

4.1 Reading files with open

• Reading Files
  • Reading With with open()
  • Reading Partial File Content
  • Read Lines With Loop
• File Reading Exercises

4.1 Reading files with open

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4.1 Reading files with open

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4.1 Reading files with open

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4.1 Reading files with open

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Module 5 - Working with Numpy Arrays & Simple APIs

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References

Python Cheat Sheet
Python Function Reference
VS Code Windows Keyboard Shortcuts
GPT Learning Course
Useful Functions
Python Template