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B.Tech. Artificial Intelligence and Data Science SYLLABUS SCHEME

CHOICE BASED CREDIT GRADING SCHEME WITH HOLISTIC  AND MULTIDISCIPLINARY EDUCATION (CBCGS-HME 2020) 

Semester I

Detailed Scheme

  • Physics

  • Mathematics-I

  • Basic Electrical Engineering 

  • Engineering Graphics & Design 

  • Workshop/Manufacturing Practices-I

  • Induction Training Program

  • Professional Skill-I (Life/Presentation skills)

  • Activity Based Learning-I (Yoga Practice & Society Outreach-I)

Semester II

  • Chemistry

  • Mathematics-II

  • Programming for Problem Solving

  • Engineering Mechanics

  • Workshop/Manufacturing Practices-II

  • English for Professional Communication

  • Summer Internship

  • Professional Skills-II(Aptitude/Logic Building)

  • Activity Based Learning-II(Yoga Practice & Society Outreach-II)​

Semester III

  • Mathematics-III

  • Data Structures 

  • Database Management System

  • Digital system Design and computer Organization

  • Operating systems

  • Environmental Studies

  • Professional Skills-III (Introdution to Python)

  • Project Based Learning-I

  • Activity Based Learning-III (Co-curricular/Extra-curricular/Extension)

Semester IV

  • Mathematics-IV

  • Design and Analysis of Algorithms 

  • Introduction to Data Science

  • Networking and Web Technology

  • Introduction to Artificial Intelligence 

  • Value Education

  • Summer Internship

  • Professional Skills-IV (Advanced Python & Data Wrangling)

  • Project Based Learning-II

  • Activity Based Learning-IV (Co-curricular/Extra-curricular/Extension)

Semester V

  • Automata Theory

  • Soft Computing

  • Machine Learning

  • Software Engineering

  • Professional Elective I

    • Advanced Database Management System

    • Web and Social Media Analytics

    • Recommender System

  • Indian Constitution 

  • Professional Skills-V (R Programming)

  • Project Based Learning-III

  • Research Based Learning-I

Semester VI

  • Soft skill & Interpersonal Communication

  • Data Warehousing and Mining

  • Deep Learning

  • Professional Elective II

    • High Performance Computing

    • Intelligent Robotics

    • Digital Signal and Image Processing 

  • Open Elective I

    • Digital Marketing

    • Software Process Automation

  • Essence of Indian knowledge Tradition

  • Summer Internship 

  • Professional Skill VI(Open Source tools for AI)

  • Project Based Learning-IV

  • Research Based Learning-II

Semester VII

  • Big Data Analytics 

  • Professional Elective III

  • Data Science for Internet of Things

  • Data Science and AI in Security

  • Cloud Computing

  • Computer Vision

  • Professional Elective IV

    • Business Intelligence

    • Enterprise Resource Planning

    • User Experience Design

  • Open Elective II

    • Management Information System

    • Research Methodology 

    • Operation Research 

  • Finance Management 

  • Project I

  • Professional Skills VII (Open source tools for DS)

  • Reseach Based Learning-III

Semester VIII

  • Natural Language Processing

  • Professional Elective VIII

  • Industrial Applications of Data Science

  • AI Powered Augmented Reality

  • Open Elective III

    • Cyber Security & Laws

    • IPR & Patenting

  • Open Elective IV

    • Project Management

    • Digital Forensic

  • Project II

  • Summer Internship

  • Professional Skills VIII(Advanced Software Development Methodologies)

  • Research Based Learning -IV

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