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AI Programming with Python Training In Nepal

AI Programming with Python

ㅤ Duration:2.5 Months ㅤㅤㅤㅤ ㅤCareer: Data science App / web developer
Course Overview Course Syllabus

Description

AI Programming with Python Training in Nepal

This program focuses on the fundamental building blocks you will need to learn in order to become an AI practitioner. Specifically, you will learn programming skills, and essential math for building an AI architecture. You’ll even dive into neural networks and deep learning.

This program focuses on the fundamental building blocks you will need to learn in order to become an AI practitioner. Specifically, you will learn programming skills, and essential math for building an AI architecture. You’ll even dive into neural networks and deep learning. I will list down some of the key advantages of learning AI Programming with Python:

  • Python Is Beginner-Friendly
  • Python Is Versatile
  • Python Developer Roles Are in High Demand
  • Python Is the Fastest-Growing Programming Language
  • Python Boasts a Supportive Community
Introduction to AI Programming with Python
  • Data Types and Operators
  • Control Flow
  • Functions
  • Scripting
  • Classes
Key tools for working with data in Python
  • Anaconda Basics
  • Jupyter Notebooks Basics
  • Numpy Basics
  • Pandas Basics
  • Matplotlib Basics
Linear Algebra Essentials
  • Introduction
  • Vectors
  • Linear Combination
  • Linear Transformation and Matrices
  • Linear Algebra in Neural Networks
  • Labs
Calculus Essentials
  • Derivatives Through Geometry
  • Chain Rule and Dot Product
  • Limits
  • Integration
  • Calculus in Neural Networks
Neural Networks
  • Introduction to Neural Networks
Training Neural Networks
  • Deep Learning with Pytorch





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