Course curriculum

  • 1

    AI_E-Learning Content

    • Chapter 1 - Introduction to Artificial Intelligence

    • Chapter 2 - Introduction to Python

    • Introduction to Python Programming

    • Basis of Python Programming

    • Python Programming - 1

    • Python Programming - 2

    • Chapter 3 - Introduction to Matplotlib

    • Matplotlib Plots

    • Matplotlib Styles - 1

    • Matplotlib Styles - 2

    • Matplotlib Plots Variants

    • Chapter 4 - Introduction to Numpy

    • Numpy Types

    • Numpy Arrays

    • Numpy Array Attributes

    • Numpy Math

    • Numpy Operations

    • Chapter 5 - Introduction to Pandas

    • Pandas Reading Data

    • Pandas Dataman - 1

    • Pandas Dataman - 2

    • Pandas Dataman - 3

    • Chapter 6 - Introduction to Machine Learning - UnSupervised Learning

    • Unsupervised Machine Learning PDF
  • 2

    AI - Handwritten Digit Classification with CNN from Personifwy_Project - 1

    • Introduction to Tensorflow

    • Introduction to Tensorflow PDF

    • Introduction to Keras

    • Introduction to Keras PDF

    • Clustering

    • Clustering PDF

    • Introduction to Deep Learning

    • Introduction to Deep Learning PDF

    • Natural Language Processing

    • Natural Language Processing PDF

    • Reinforcement Machine Learning

    • Reinforcement Machine Learning PDF

    • Digit Classification with CNN

    • Digit Classification with CNN PDF

    • Hand Written Digit Classification with CNN - CODE
  • 3

    AI - News Classification using Natural Language Processing from Personifwy_Project - 2

    • True News Dataset

    • Fake News Dataset

    • News Classification - 1

    • News Classification - 2

    • News Classification - 3

    • News Classification PDF

    • News Classification using Natural Language Processing - CODE
  • 4

    Recordings of Project Live Classes

    • Execution of Project 1 - Hand Written Digit Classification

    • Execution of Project 2 - News Classification
  • 5

    Project Submissions

    • Instructions for Submissions
  • 6

    Internship Project - Celebrity Image Classifier from Personifwy

    • Celebrity Image Classifier
  • 7

    Recordings and Submission of Internship Project

    • Execution of Internship Project - Celebrity Image Classifier

    • Instructions for Internship Project Submission