Admission Open for MTech @ Amrita Vishwa Vidyapeetham

 

Academics

M. Tech. in Artificial Intelligence and Data Science is a program offered at Department of Computer Science and Engineering, School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore campus.

Building human-level thought processes through the creation of artificial intelligence (AI) is the state-of-the-art in Computer Science. Intelligent machines are influenced by emerging technologies, smart devices, sensors, computing power, faster data processing, huge storage and human-machine interaction capabilities. Data Science is an interdisciplinary field with the ability to extract knowledge/insights from data - be it structured, unstructured, or semi-structured data. Twinned with Artificial Intelligence, more efficient solutions to find meaningful information from huge pools of data are possible today, with data from multiple sources - sensors, images, streaming video, satellite, medical imagery and the cloud. This graduate program has a comprehensive coverage of applied mathematics used in data science and artificial intelligence while preparing the students to analyze, design and experiment solutions to problems. The curriculum targets technical and design skills, AI knowledge, and competencies needed to master strategic analytical methods and tools, and data management, with the objective of creating innovative strategies to solve challenging real-world problems.

Program Outcomes

  1. Enable graduates to design and harness the power of AI in broad application fields from visionto advanced autonomous systems.
  2. Examine large amounts of data to uncover hidden patterns, correlations, insights, and helporganizations harness their data to identify new opportunities.
  3. Obtain expertise to turn actionable insights and cutting-edge technology into innovative products towards solving real-world problems.
  4. Effectively communicate findings in terms of reports and presentations.
  5. Inculcate independent research ability that addresses fundamental problems.

Highlights of M. Tech. in Artificial Intelligence & Data Science
 

  • Why M.Tech in Artificial Intelligence and Data Science?

    • Artificial Intelligence (AI) and Data Science (DS) gain its significance due to the exploration of Internet. With the rapid growth of computers and computing, AI and DS are inevitable and provide powerful solutions to smart environments including Internet of Things and Industry 4.0.

    • AI and DS delivers data driven solution using computational principles, methods and systems for extracting knowledge from data and modern computational systems that demonstrate capabilities of perception, reasoning, learning and action that are typical of human intelligence

  • What the students will learn?

    • Students will gain thorough knowledge in: Intelligent Systems, Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Text Technologies for Data Science, Data Analytics and Mining, Big Data Management, Data Visualization, Bayesian Data Analysis, Probabilistic Modeling and Reasoning, Cloud Technologies, Internet of Things, Statistical Learning.

  • Where will the students land?

    • A semester or one year abroad programme is offered in premiere universities like KTH - Sweden, Politecnico Di Milano– Italy, University of New Mexico- USA, RWTH – Aachen University Germany,

    • Students will have the opportunity to take up a dual degree programme (M. Tech from Amrita and MS from International universities)

    • Fully paid Internships and placement offers at MNCs and IT/ITES companies. Graduates will have the opportunities to serve as a Data Scientist, Data Engineer, Expert Analyst, Applied Machine Learning Scientist, in R &D divisions of MNCs like Cisco, IBM, Cerner, Inside View, Oracle, MuSigma, ThermoFisher Scientific, Tata Consultancy Services

    • Graduates will be fully equipped to take up PhD in AI and DS at top Universities across the globe.

Some Statistics of Department of Computer Science and Engineering:

Internship Rs. 25,000/- to Rs. 55,000/-
Placement Highest Pay Package: Rs. 29.6 Lakhs per annum
Research Articles Published 750+
Research Grant Received Rs. 3.5 Crores

Curriculum

Semester I
Course Code Type Courses L T P Cr
19MA608 F Linear Algebra and Optimization 3 0 2 4
19AD601/ 19AD602 SC Data Structures and Algorithms/Scalable Algorithms for Data Analysis 3 0 3 4
19AD603 C Foundations of Data Science 3 0 3 4
19AD604 C Principles of AI and Machine Learning 3 0 3 4
19AD605 C Distributed System Technologies 2 0 3 3
19HU601 HU Amrita Values Program       P/F
19HU602 HU Career Competency       P/F
    Total Credits       19
Semester II
Course Code Type Courses L T P Cr
19AD611 C ANN and Deep Learning 3 0 3 4
19AD612 C Scalable Systems for Data Science 2 0 3 3
19AD613 C Probabilistic Graphical Models 3 0 3 4
19AD614 C Data Science Applications of NLP 2 0 3 3
19AD615 C Data Science Applications of Vision 2 0 3 3
19RM600 SC Research Methodology 2 0 0 2
19HU603 HU Career Competency 0 0 2 1
    Total Credits       20
             
Semester III
Course Code Type Courses L T P Cr
  E Elective-1 2 0 3 3
  E Elective-2 2 0 3 3
    Dissertation-1       10
    Total Credits       16
             
             
             





 
           
Semester IV
Course Code Type Courses Cr
19AD798   Dissertation-2 10
    Total Credits 10
S.No Type Course Category Credits
1. F Foundation Maths 4
2. SC Softcore Algorithms 4
3. C Core Subjects 28
4. E Electives 6
5.   Research Methodology/Amrita Values Program 3
6.   Dissertation 20
    Total Credits 65

Electives

Course Code Courses L T P Cr
19AD701 Artificial Intelligence and Robotics 2 0 3 3
19AD702 Neuroevolution 2 0 3 3
19AD703 Game theory for AI and Data Science 2 0 3 3
19AD704 Analysis of Large-Scale Social Networks 2 0 3 3
19AD705 Knowledge Representation and Reasoning 2 0 3 3
19AD706 Real-time AI Video Analytics 2 0 3 3
19AD707 Quantum Artificial Intelligence 2 0 3 3
19AD708 Virtual and Augmented Reality 2 0 3 3
Course Code Courses L T P Cr
19AD709 Geospatial Data Analysis 2 0 3 3
19AD710 Medical AI 2 0 3 3
19AD711 Spatio-temporal Data Analysis 2 0 3 3
19AD712 Autonomous Systems and Drones 2 0 3 3
19AD713 Big Data Security 2 0 3 3
19AD714 Large-Scale Visual Analytics 2 0 3 3
19AD715 Business Data Analytics 2 0 3 3
19AD716 Semantic Web 2 0 3 3

International Collaborations

Amrita International Collaborations

Placements

Eligibility Criteria

B.E. / B. Tech. (CSE, IT, ECE, EEE, EIE, Information Science), MCA, MSc Computer Science, MSc IT, Msc Software Engineering.


 

Research Areas

Intelligent Systems, Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Text Technologies for Data Science, Data Analytics and Mining, Big Data Management, Data Visualization, Cloud Technologies, Internet of Things.

Facilities and Infrastructure

  1. Drones, Robotic Arm, Smart Video Car, Biped Humanoid
  2. University level High Performance Computing - NVIDIA GPU Cluster.
  3. Top class faculty.
     

Industry Partner

[24]7.ai Bangalore

Visit Department of Computer Science and Engineering (Coimbatore Campus) Website

Join Amrita MTech Artificial Intelligence and Data Science @ Coimbatore  Campus

If you wish to know more about the course please mail to,
mtech@amrita.edu

Year-wise Curriculum & Syllabus

You can join this program at
Degree: 
Postgraduate (PG)
School: 
School of Engineering
Campuses: 
Coimbatore