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Overview

B.Tech in Artificial Intelligence and Data Science is a four-year professional undergraduate program offered by Amrita School of Engineering.

 

Program Overview

Course Outcome

Statements that describe what students are expected to know, and are able to do at the end of each course. These relate to the skills, knowledge and behaviour that students acquire in their progress through the course.

Program Outcome

Program Outcomes are statements that describe what students are expected to know and be able to do upon graduating from the Program. These relate to the skills, knowledge, attitude and behaviour that students acquire through the program. NBA has defined the Program Outcomes for each discipline.

Program Outcomes for Engineering
  • Engineering knowledge: Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization to the solution of complex engineering problems.
  • Problem analysis: Identify, formulate, review research literature, and analyse complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.
  • Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.
  • Conduct investigations of complex problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
  • Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modelling to complex engineering activities with an understanding of the limitations.
  • The engineer and society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.
  • Environment and sustainability: Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
  • Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
  • Individual and team work: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
  • Communication: Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
  • Project management and finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.
  • Life-long learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.

Curriculum

Semester 1
Cat. Course Code Title L T P Credit
SCI 23MAT106 Mathematics for Intelligent Systems 1 3 0 2 4
SCI 23PHY104 Computational Mechanics 1 2 0 2 3
ENGG 23AID101 Computational Thinking 2 0 2 3
ENGG 23AID102 Elements of Computing – 1 2 0 2 3
ENGG 23EEE103 Introduction to Electrical Engineering 2 0 2 3
SCI 23BIO112 Introduction to Biological Data 2 0 2 3
ENGG 22ADM101 Foundations of Indian Heritage 2 0 1 2
ENGG 22AVP103 Mastery Over Mind 1 0 2 2
HUM 19ENG111 Technical Communication 2 0 3 3
TOTAL 26
Semester 2
Cat. Course Code Title L T P Credit
SCI 23MAT112 Mathematics for Intelligent Systems 2 2 0 2 3
SCI 23PHY114 Computational Mechanics 2 2 0 2 3
ENGG 23AID111 Object Oriented Programming 2 0 2 3
ENGG 23AID112 Data Structures & Algorithms 2 0 2 3
ENGG 23AID113 Elements of Computing 2 2 0 2 3
ENGG 23ECE113 Introduction to Electronics 2 0 2 3
SCI 23CHY115 Introduction to Materials Informatics 2 0 2 3
HUM 22ADM111 Glimpses of glorious India 2 0 1 2
TOTAL 23
Semester 3
Cat Course Code Title L T P Cr
SCI 23MAT204 Mathematics for Intelligent Systems 3 2 0 2 3
ENGG 23AID201 Modelling, Simulation & Analysis 2 0 2 3
ENGG 23AID202 Introduction to Robotics 2 0 2 3
ENGG 23AID203 Software-Defined Communication Systems 2 0 2 3
ENGG 23AID204 Advanced Data Structures & Algorithm Analysis 2 0 2 3
ENGG 23AID205 Introduction to AI and Machine Learning 2 0 2 3
ENGG 23AID206 Introduction to Computer Networks 2 0 2 3
HUM Amrita Value Programme I 1 0 0 1
HUM 23LSE201 Life Skills for Engineers I 1 0 2 2
Total 24

# – These 3 slots are equivalent to 2 regular slots.

Semester 4
Cat Course Code Title L T P Cr
SCI 23MAT214 Mathematics for Intelligent Systems 4 2 0 2 3
ENGG 23AID211 Deep Learning 2 0 2 3
ENGG Elective – 1 2 0 2 3
ENGG 23AID212 Introduction to IoT 2 0 2 3
ENGG 23AID213 Operating Systems 3 0 2 4
ENGG 23AID214 Database Management Systems 2 0 2 3
HUM 23AID215 User Interface Design 1 0 2 2
HUM Amrita Value Programme II 1 0 0 1
HUM 23LSE211 Life Skills for Engineers II 1 0 2 2
Total 24

# – These 3 slots are equivalent to 2 regular slots.

Semester 5
Cat Course Code Title L T P Cr
SCI 23MAT303 Mathematics for Intelligent Systems 5 2 0 2 3
ENGG 23AID301 Computer Vision 2 0 2 3
ENGG 23AID302 Big Data Analytics 2 0 2 3
ENGG 23AID303 Quantum Computing & Algorithms 2 0 2 3
ENGG 23AID304 High Performance and Cloud Computing 2 0 2 3
ENGG 23AID305 Control System 2 0 2 3
ENGG Elective – 2 2 0 2 3
HUM 23LSE311 Life Skills for Engineers III 1 0 2 2
Total 21

# – These 3 slots are equivalent to 2 regular slots.

Semester 6
Cat Course Code Title L T P Cr
SCI 23MAT313 Mathematics for Intelligent Systems 6 2 0 2 3
ENGG Elective – 3 2 0 2 3
ENGG Elective – 4 2 0 2 3
ENGG Elective – 5 2 0 2 3
ENGG Elective – 6 2 0 2 3
ENGG 23AID311 Analog Computing 2 0 2 3
ENGG 23AID312 Reinforcement Learning 2 0 2 3
Total 23

# – These 3 slots are equivalent to 2 regular slots.

Semester 7
Cat Course Code Title L T P Cr
ENGG Free Elective – 1 2 0 2 3
ENGG Free Elective – 2 2 0 2 3
ENGG 23AID498 Project Phase – 1 7
ENGG 19ENV300 Environmental Science P/F
ENGG 19LAW300 Indian Constitution P/F
Total 13

# – These 3 slots are equivalent to 2 regular slots.

Semester 8
Cat Course Code Title L T P Cr
PRJ 23AID499 Project & Internship 10
Total 10
Total 164
@’Hands-on’ Project-based Lab.
*Professional Elective – Electives categorized under Engineering, Science, Mathematics, Live-in-Labs, and NPTEL Courses. Student can opt for such electives across departments/campuses. Students with CGPA of 7.0 and above can opt for a maximum of 2 NPTEL courses with the credits not exceeding 8.
** Free Electives – This will include courses offered by Faculty of Humanities and Social Sciences/ Faculty Arts, Commerce and Media / Faculty of Management/Amrita Darshanam -(International Centre for Spiritual Studies).
*** Live-in-Labs – Students undertaking and registering for a Live-in-Labs project, can be exempted from registering for an Elective course in the higher semester.
Amrita Value Programs
Course Code Title L-T-P Credits
22ADM201 Strategic Lessons from Mahabharatha 1-0-0 1
22ADM211 Leadership from Ramayana 1-0-0 1
22AVP210 Kerala Mural Art and Painting 1-0-0 1
22AVP218 Yoga Therapy and Lessons 1-0-0 1
22AVP212 Introduction to Traditional Indian Systems of Medicine 1-0-0 1
22AVP201 Amma’s Life and Message to the modern world 1-0-0 1
22AVP204 Lessons from the Upanishads 1-0-0 1
22AVP205 Message of the Bhagavad Gita 1-0-0 1
22AVP206 Life and Message of Swami Vivekananda 1-0-0 1
22AVP207 Life and Teachings of Spiritual Masters of India 1-0-0 1
22AVP208 Insights into Indian Arts and Literature 1-0-0 1
22AVP213 Traditional Fine Arts of India 1-0-0 1
22AVP214 Principles of Worship in India 1-0-0 1
22AVP215 Temple Mural Arts in Kerala 1-0-0 1
22AVP218 Insights into Indian Classical Music 1-0-0 1
22AVP219 Insights into Traditional Indian Painting 1-0-0 1
22AVP220 Insights into Indian Classical Dance 1-0-0 1
22AVP221 Indian Martial Arts and Self Defense 1-0-0 1
22AVP209 Yoga and Meditation 1-0-0 1
Professional Electives

Robotics

Credits

Smart Grid

Credits
23AID441 Introduction to Biomedical Informatics 3 23AID471 Speech Processing 3
23AID442 CRISPR/Cas9 Technology 3 23AID472 Text Analytics 3
23AID443 Introduction to Molecular Modelling 3 23AID473 Information Retreival 3
23AID444 Transcriptomics, Proteomics and Metabolomics 3 23AID474 Introduction to Chat Bots 3
23AID445 Introduction to High Performance Computing 3 23AID475 Machine Translation and Sequence-to- Sequence Models 3
23AID446 Genomics Data Science 3 23AID476 Speech Recognition and Understanding 3
23AID447 AI in system biology 3 23AID477 Social Media Text Analysis 3
23AID448 AI in Drug Design 3

Computational Healthcare

Credits

NLP

Credits
23AID441 Introduction to Biomedical Informatics 3 23AID471 Speech Processing 3
23AID442 CRISPR/Cas9 Technology 3 23AID472 Text Analytics 3
23AID443 Introduction to Molecular Modelling 3 23AID473 Information Retreival 3
23AID444 Transcriptomics, Proteomics and Metabolomics 3 23AID474 Introduction to Chat Bots 3
23AID445 Introduction to High Performance Computing 3 23AID475 Machine Translation and Sequence-to- Sequence Models 3
23AID446 Genomics Data Science 3 23AID476 Speech Recognition and Understanding 3
23AID447 AI in system biology 3 23AID477 Social Media Text Analysis 3
23AID448 AI in Drug Design 3
 Intelligent Security Systems Credits
23AID451 Applied Cryptography 3
23AID452 Network & Wireless Security 3
23AID453 Intrusion Detection & Prevention Systems 3
23AID454 Software Vulnerability Analysis 3
23AID455 Cybercrime Investigations & Digital Forensics 3
23AID456 Distributed Systems Security 3
Professional Electives Under Science Stream

CHEMISTRY 

Cat. Course Code Title L T P Credit
SCI 19CHY243 Computational Chemistry and Molecular Modelling 3 0 0 3
SCI 19CHY236 Electrochemical Energy Systems and Processes 3 0 0 3
SCI 19CHY240 Fuels and Combustion 3 0 0 3
SCI 19CHY232 Green Chemistry and Technology 3 0 0 3
SCI 19CHY239 Instrumental Methods of Analysis 3 0 0 3
SCI 19CHY241 Batteries and Fuel Cells 3 0 0 3
SCI 19CHY242 Corrosion Science 3 0 0 3

Physics

SCI 19PHY340 Advanced Classical Dynamics 3 0 0 3
SCI 19PHY342 Electrical Engineering Materials 3 0 0 3
SCI 19PHY331 Physics of Lasers and Applications 3 0 0 3
SCI 19PHY341 Concepts of Nanophysics and Nanotechnology 3 0 0 3
SCI 19PHY343 Physics of Semiconductor Devices 3 0 0 3
SCI 19PHY339 Astrophysics 3 0 0 3

Mathematics 

SCI 19MAT341 Statistical Inference 3 0 0 3
SCI 19MAT342 Introduction to Game Theory 3 0 0 3
SCI 19MAT343 Numerical Methods and Optimization 3 0 0 3
Free Electives

Free Electives Offered Uuder Management Stream

Cat.  Course Code  Title  L T P  Credit 
HUM 19MNG331 Financial Management 3 0 0 3
HUM 19MNG332 Supply Chain Management 3 0 0 3
HUM 19MNG333 Marketing Management 3 0 0 3
HUM 19MNG334 Project Management 3 0 0 3
HUM 19MNG335 Enterprise Management 3 0 0 3
HUM 19MNG338 Operations Research 3 0 0 3
HUM 19MEE401 Industrial Engineering 3 0 0 3
HUM 19MEE346 Managerial Statistics 3 0 0 3
HUM 19MEE347 Total Quality Management 3 0 0 3
HUM 19MEE342 Lean Manufacturing 3 0 0 3
HUM 19CSE358 Software Project Management 3 0 0 3
HUM 19CSE359 Financial Engineering 3 0 0 3
HUM 19CSE360 Engineering Economic Analysis 3 0 0 3
HUM 19CSE362 Information Systems 3 0 0 3

Free Electives Offered Under Humanities / Social Science Stream

Cat.  Course Code  Title  L T P  Credit 
HUM 19CUL230 Achieving Excellence in Life – An Indian Perspective 2 0 0 2
HUM 19CUL231 Excellence in Daily Life 2 0 0 2
HUM 19CUL232 Exploring Science and Technology in Ancient India 2 0 0 2
HUM 19CUL233 Yoga Psychology 2 0 0 2
HUM 19ENG230 Business Communication 1 0 3 2
HUM 19ENG231 Indian Thought through English 2 0 0 2
HUM 19ENG232 Insights into Life through English Literature 2 0 0 2
HUM 19ENG233 Technical Communication 2 0 0 2
HUM 19ENG234 Indian Short Stories in English 2 0 0 2
HUM 19FRE230 Proficiency in French Language (Lower) 2 0 0 2
HUM 19FRE231 Proficiency in French Language (Higher) 2 0 0 2
HUM 19GER230 German for Beginners I 2 0 0 2
HUM 19GER231 German for Beginners II 2 0 0 2
HUM 19GER232 Proficiency in German Language (Lower) 2 0 0 2
HUM 19GER233 Proficiency in German Language (Higher) 2 0 0 2
HUM 19HIN101 Hindi I 2 0 0 2
HUM 19HIN111 Hindi II 2 0 0 2
HUM 19HUM230 Emotional Intelligence 2 0 0 2
HUM 19HUM231 Glimpses into the Indian Mind – the Growth of Modern India 2 0 0 2
HUM 19HUM232 Glimpses of Eternal India 2 0 0 2
HUM 19HUM233 Glimpses of Indian Economy and Polity 2 0 0 2
HUM 19HUM234 Health and Lifestyle 2 0 0 2
HUM 19HUM235 Indian Classics for the Twenty-first Century 2 0 0 2
HUM 19HUM236 Introduction to India Studies 2 0 0 2
HUM 19HUM237 Introduction to Sanskrit Language and Literature 2 0 0 2
HUM 19HUM238 National Service Scheme 2 0 0 2
HUM 19HUM239 Psychology for Effective Living 2 0 0 2
HUM 19HUM240 Psychology for Engineers 2 0 0 2
HUM 19HUM241 Science and Society – An Indian Perspective 2 0 0 2
HUM 19HUM242 The Message of Bhagwat Gita 2 0 0 2
HUM 19HUM243 The Message of the Upanishads 2 0 0 2
HUM 19HUM244 Understanding Science of Food and Nutrition 2 0 0 2
HUM 19HUM245 Service Learning 2 0 0 2
HUM 19JAP230 Proficiency in Japanese Language (Lower) 2 0 0 2
HUM 19JAP2313 Proficiency in Japanese Language (Higher) 2 0 0 2
HUM 19KAN101 Kannada I 2 0 0 2
HUM 19KAN111 Kannada II 2 0 0 2
HUM 19MAL101 Malayalam I 2 0 0 2
HUM 19MAL111 Malayalam II 2 0 0 2
HUM 19SAN101 Sanskrit I 2 0 0 2
HUM 19SAN111 Sanskrit II 2 0 0 2
HUM 19SWK230 Corporate Social Responsibility 2 0 0 2
HUM 19SWK231 Workplace Mental Health 2 0 0 2
HUM 19TAM101 Tamil I 2 0 0 2

Facilities at a glance

  • Central Library
  • Hostel Accommodation
  • Sports Facilities
  • Banking Facilities
  • Transport
  • Medical Services
  • Canteen
  • General Store
  • CISCO
  • ICTS
  • Reprographic Facility
Amrita First in India & Top 100 in THE Impact Rankings 2023

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Why Amrita

The top reasons to choose Amrita for your career

601-800th

World University Rankings 2019

141

BRICS Rankings 2020

801–1000th

World University Rankings 2019

168th

BRICS University Rankings 2020

7th

India University Rankings 2023

15th

Overall Rankings 2023
ranking
7th Best
University in India
ranking
Amrita Ranked No.1 in India Top 100 in The World
ranking
Topmost
‘A++’ Grade
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