Learn Python 🐍

Collection of Python scripts organized by topics with code examples.

Contents

Comprehension, Lambdas and High-order Functions

• List Comprehension
• Dictionary Comprehension
• Anonymous Function
• High-Order Functions
• Data Filter Function

Error Handling

• Exceptions
  • Debugging with Exceptions
• Assert Statements
  • Debugging with Assert Statements
• Hangman Game

Static Typing

• Static Typing with Primitive Data Types
• Static Typing with Data Structures
  • Palindrome Function
  • Prime Number Function
  • Testing Methods

Object-Oriented Programming

• Classes
• Decomposition
• Abstraction
• Encapsulation

Advanced Functions Concepts

• Scopes
• Closures
• Decorators
  • Time Execution
  • Custom Message
  • Date Message

Advanced Data Structures

• Iterators
  • Fibonacci
• Generators
  • Fibonacci
  • Fibonacci Limit
• Sets
  • Sets Operations
  • Remove Duplicates

Modules

• datetime
• pytz
• os
• pathlib
• pyfilesystem2
• pyhere
• numpy
• pandas
  • Series, Indexing
  • Pivot Table
  • Select Data
  • Data Types
  • Math Functions

Natural Language Processing

• Introduction
• Lexical Diversity
• Language Statistics
• N-grams
• Collocations
• Lexical Resources
• WordNet
• Semantic Similarity
• Processing Plain Text
• Part of Speech (POS) Tagging