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Course Structure

Semester 1

Linear Algebra

Probability Theory and Estimation

Data Structures and Algorithms

Optimization Techniques

Introduction to Data Science

Python Programming

Cultural Education

Course Structure

Semester 2

Statistical Inference and Design of Experiments

Multivariate Statistics and Regression Analysis

Machine Learning

Big Data Analytics and Hadoop

Data Mining

Data Security

Amrita Value Programme

Course Structure

Semester 3

Statistical Quality Control and Reliability

Introduction to Deep Learning

Elective I

Elective II

Elective III

Live-in-Lab.@/ Open Elective*

Course Structure

Semester 4

Dissertation

Electives

Electives

(ANY THREE)

Taugchi Techniques

Special Distribution Functions

Pattern Recognition

Stochastic Process

Queuing Theory

Market Analytics

Survival Analysis

Sampling Techniques

Demography and Actuarial Statistics

Official Statistics

Healthcare Analytics

Computational Biology

Computer aided drug designing

Reinforcement Learning

Social Network Analytics

Mining of Massive Datasets

Parallel and Distributed Systems

* One Open Elective course is to be taken by each student, in the third semester, from the list of Open electives offered by the School.

# Students undertaking and registering for a Live-in-Lab project, can be exempted from registering for an Open Elective course in the third semester.

OPEN ELECTIVES

(COMMON TO ALL PG PROGRAMME)

Advanced Statistical Analysis for Research

Basics of PC Software

Computer Hardware and Networking

Consumer Protection Act

Corporate Communication

Design Studies

Disaster Management

Essentials of Cultural Studies

Foundations of Mathematics

Foundations of Quantum Mechanics

Glimpses of Life through Literature

Information Technology in Banking

Knowledge Management

Marketing Research

Media for Social Change

Media Management

Object-Oriented Programming

Painting and Sculpture

Personal Finance

Principles of Advertising

Principles of Packaging

Scripting for RuralBroadcasting

Social Media Website Awareness

Theatre Studies

Writing for Technical Purposes

Yoga and Personal Development

Fundamentals of Legal Awareness

AMRITA VALUES PROGRAMME

(Common to all PG Programme)

Message from Amma’s Life for the Modern World

Lessons from the Ramayana

Lessons from the Mahabharata

Lessons from the Upanishads

Message of the Bhagavad Gita

Life and Message of Swami Vivekananda

Life and Teachings of Spiritual Masters India

Insights into Indian Arts and Literature

Yoga and Meditation

Kerala Mural Art and Painting

Course on Organic Farming and Sustainability

Benefits of Indian Medicinal Systems

Temple Mural Arts in Kerala

Organic Farming in Practice

Ayurveda for Lifestyle Modification

Life Style and Therapy using Yoga

Electives listed above are only indicative. Actual offering will depend on the number of students registering for the courses and availability of faculty. School Administration reserves the right to modify the subjects / curriculum / detailed syllabus as per the topical needs or changes in trends of the academic stream or industry requirements.