Summary

Introduction

• Overview

Summary

• Table of Contents

Basic Principles

• Principles
  • Good Habits
  • Coding Standards
  • Error Handling
    • Error Types
  • Testing
  • Documentation

Data Types

• Numbers
  • Integers
  • Floating-point Numbers
  • Complex Numbers
• Booleans
• Strings
  • String Formatting
  • String Methods
  • Lists
    • List Comprehensions
• Tuples
• Dictionaries
  • Dictionary Comprehensions
• Sets

Code Organization

• Modules
• Packages
• Variables
  • Global vs. Local Variables
• Functions
  • Lambda Functions
  • Higher-order Functions
  • Difference between yield and return
• Methods
  • Instance Methods
  • Class Methods
  • Static Methods
• Classes
  • Example
  • Inheritance
  • Polymorphism
  • Encapsulation
  • Abstract Classes
• Objects

Scoping and Namespaces

• Namespaces
• Scopes
  • LEGB

Code Operations

• Operations
  • Comparison Operations
  • Logical Operations
  • Bitwise Operations
  • Assignment Operations
  • Try-Except Blocks
  • Custom Exceptions

File Handling

• File Handling
  • File Operations

Advanced Topics

• Decorators
• Generators
• Context Managers
• Concurrency
  • Threads
  • Asynchronous Programming
• Memory Management
• Profiling and Optimization
• API
  • Requests
• Environment Variables
• Web Scraping

Libraries and Frameworks

• Standard Library
• Popular Libraries
  • Pandas
  • Tkinter
    • Tkinter Demo Script
  • Json
• Frameworks

Tools and Best Practices

• Version Control
• Integrated Development Environments (IDEs)
• Build Tools
• Code Review
• Continuous Integration and Deployment

S.O.L.I.D Principles

• Good Architecture
• Single Responsibility Principle
• Open/Closed Principle
• Liskov Substitution Principle
• Interface Segregation Principle
• Dependency Inversion Principle

Design Patterns

• Creational Patterns
• Structural Patterns
• Behavioral Patterns