Course curriculum

  • 1

    AI_E-Learning Content

    • Chapter 1 - Introduction to Python for Data Science

    • Chapter 2 - Introduction to Matplotlib

    • Matplotlib Plots

    • Matplotlib Styles - 1

    • Matplotlib Styles - 2

    • Matplotlib Plots Variants

    • Chapter - 3 Introduction to Numpy

    • Numpy Types

    • Numpy Arrays

    • Numpy Array Attributes

    • Numpy Math

    • Numpy Operations

    • Capter - 4 Intorduction to Pandas

    • Pandas Reading Data

    • Pandas Dataman - 1

    • Pandas Dataman - 2

    • Pandas Dataman - 3

    • Capter - 5 Introduction to Machine Learning_UnSupervised Learning

    • Unsupervised Machine Learning PDF
  • 2

    AI - Hand Written Digit Classification with CNN from Beat the Virus_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 - Recognition Of Objects with Convolutional Neural Network from Beat the Virus_Project - 2

    • Introduction to Tensorflow

    • Introduction to Tensorflow PDF

    • Introduction to Keras

    • Introduction to Keras PDF

    • Introduction to Matplotlib

    • Recognition Of Objects - 1

    • Recognition Of Objects - 2

    • Recognition Of Objects - 3

    • Recognition Of Objects PDF

    • Recognition Of Objects with Convolutional Neural Network - CODE
  • 4

    AI - News Classification using Natural Language Processing from Beat the Virus_Project - 3

    • 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
  • 5

    Recordings of Project Live Classes

    • Execution of Project 1 - Hand Written Digit Classification

    • Execution of Project 2 - Recognition Of Objects

    • Execution of Project 3 - News Classification
  • 6

    Project Submissions

    • Instructions for Submissions
  • 7

    Internship Project 1 - Celebrity Image Classifier from Beat The Virus

    • Celebrity Image Classifier_Project
  • 8

    AI Internship Project 2 - Fashion MNIST Data Classification from Beat The Virus

    • Fashion MNIST Data Classification

    • Fashion MNIST Data Classification PDF
  • 9

    Recordings of Internship Project Live Classes

    • Execution of Internship Project 1 - Celebrity Image Classifier

    • Execution of Internship Project 2 - Fashion MNIST Data Classification
  • 10

    Internship Project Submissions

    • Internship Project Submissions