Topic outline

• Python Introduction and Installation

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  • Introduction to Python
  • Key Features of Python
  • Python Installation

  
  

• Python Basics : Data Type and Data Structure

  • Data Types: Numeric, Text, Sequence, set, Mapping, Boolean, None
  • Data Structure: List, Tuple, Set, Dictionary, String, array

  
  

  
  

• Control Structure and Functions

  • Control Structure: Conditional Statements, Loops
  • Exception Handling
  • Functions in Python

  
  

• Object Oriented Programming

  • Classes and Objects
  • Attributes and Methods
  • Inheritance
  • Encapsulation
  • Polymorphism

  
  

  
  

• Advance functional Programming

  • Higher order function: Map, filter, reduce.
  • closures and decorators
  • Generators and Iterators

• Python Libraires

  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Scikit - Learn

  
  

• Authentication and user management

  • Flask - Login
  • Flask-WTF and WTForms
    
  • python-social-auth
    

  
  

• RESTful APIs

  • HTTP Methods
    
  • Resource URIs
    
  • HTTP Status Codes

  
  

• Django Models, Views, Templates

  • Django Models
  • Django Views
  • Django templates

  
  

• Django Forms, Admin

  
  

• Django REST framework