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Python for AI

9

Python Fundamentals

  • Getting Started with Python
  • Programming Essentials
  • Decision Making
  • Loops & Iteration
  • Functions
  • Collections
  • File Handling
  • Error Handling & Debugging
  • Modules & Packages
10

Data Structures

  • Introduction to Data Structures & Algorithms (DSA)
  • Python Built-in Data Structures: A Deep Dive
  • Recursion
  • Divide and Conquer
  • Greedy Algorithms
  • Dynamic Programming
  • Stack
  • Queue
  • Linked Lists
  • Tree
6

Object Oriented Programming

  • Object-Oriented Programming (OOP)
  • Encapsulation
  • Abstraction
  • Inheritance
  • Polymorphism
  • Abstract Classes and Interfaces
1

Libraries

  • Numpy

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