B.Sc. in Data Science and Data Analytics

Duration

3-years

Eligibility

Students who have passed Class XII in Science Stream with 50 % of marks from a recognized board or university are eligible for this course.

 In this 3-year undergraduate program students are taught about various aspects concerning inspection, cleansing, transformation, and remodeling of the data to extract useful information. This deduced information is further used for better decision-making. Since the companies have big excessive data, the process of storing, managing and interpreting data will be quite a herculean task, for this reason, there is a need for Data Science and Analytics graduates. The topics such as  Computer Science, Business Analytics, Artificial Intelligence, Statistics, Big Data Analytics, Machine Learning, Cloud Computing, Data Visualizations, Python Programming, Operating Systems and related aspects play a very important role in this course.

Students will be truly benefited by the course as they will be exposed to broader areas and subjects of Applied Statistics, Data Mining, Predictive Modelling, across various sectors such as Business, Marketing, Supply Chain, Manufacturing, Operations, Human Resources, Genomics, Healthcare, Banking etc. using hands-on experience.

Syllabus

Semester I

Semester II

Linear Algebra

Probability and Inferential Statistics

Basic Statistics

Discrete Mathematics

Programming in C

Data Structures and Program Design in C

Communication Skill in English

Computer Organization and Architecture

Programming in C Lab

Data Warehousing and Multidimensional Modelling

Microsoft Excel Lab

Data Structure Lab

Programming in R Lab

Semester III

Semester IV

Object-Oriented Programming in Java

Machine Learning I

Database Management Systems

Cloud Computing

Operating Systems

Data Warehousing and Multidimensional Modelling 

Design and Analysis of Algorithms

Operations Research and Optimization Techniques

Database Management Systems Lab

Time Series Analysis

Object-Oriented Programming in Java Lab

Machine Learning I Lab 

Data Warehousing and Multidimensional Modelling Lab

Semester V

Semester VI

Machine Learning II

Elective I

Introduction to Artificial Intelligence

Elective II

Big Data Analytics

Grand Viva

Data Visualizations

Major Project

Programming in Python Lab

Big Data Lab

Minor Project

Course Fee

Under INR - 6 lakhs

Future Scope

Students after successfully completing the course can find opportunities such as Data Scientist, Process Analyst, Data Solutions Analyst, Web & Social Media Analyst, CRM Analyst, Junior data analyst, Junior data engineer, Applications architect, Tableau developer, Database administrator, Risk management analyst in companies such as Cartesian Consulting, Publicis Sapient, Tredence Inc., Wipro Ltd., Oracle, Accenture, MuSigma, IBM, Amazon, TEG Analytics, Deloitte, HCL, GlobalAnalytics, etc. Students interested in higher studies can pursue courses such as MSc in Data Analytics, Software Engineering, Statistics, Cyber Security, etc. MBA in Business Analytics, E-Business, Data Analytics