Course curriculum

  • 1

    AI_E-Learning Content

    • Chapter 1 - Introduction to Artificial Intelligence

    • Chapter 2 - Introduction to Python

    • 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_Build Automatic Speech Recognition System from Languify_Project 1

    • What is ASR

    • Brief History

    • Applications

    • Challenges

    • Core Design Concept

    • Feature Extraction

    • Architecture

    • HMM

    • GMM

    • Automatic Speech Recognition PDF

    • Common Approaches

    • Model Deep-speech Metrics

    • Implementation of Project - 1

    • Implementation of Project - 2

    • Implementation of Project - 3

    • GitHub Link for Data Generator
  • 3

    Recordings of Project Live Class

    • Execution of Project - Build Automatic Speech Recognition System
  • 4

    Project Submissions

    • Instructions for Submissions
  • 5

    Internship Project - Language Modeling in ASR from Languify

    • Implementation of Project Language Modeling - Module 1

    • Implementation of Project Language Modeling - Module 2

    • Implementation of Project Language Modeling - Module 3

    • Implementation of Project Language Modeling - Module 4

    • Implementation of Project Language Modeling - Module 5

    • Implementation of Project Language Modeling - Module 6

    • Implementation of Project Language Modeling - Module 7
  • 6

    Recordings & Submission of Internship Project

    • Execution of Internship Project - Language Modeling in ASR

    • Instructions for Internship Project Submission