Brief Overview

Bachelor of Science (Honours) - BSc (Hons) - Data Science

The B. Sc. in Data Science is an exciting programme that aims to build a broad foundation in mathematics, statistics, and computer science among students, through which they can learn a wide variety of analytics applications in Science, Engineering, Technology, and the Arts (SETA). The programme is application-focussed so that as students learn about mathematical, statistical, and computational tools and techniques, they continuously get to apply their learnings in a wide variety of domains. The programme aims to attract hard-working and aspiring students who have the curiosity to learn new mathematical, statistical, and computational techniques, the ability to envisage and develop analytics solutions, the ability to extract insights from the analytic models, and the ability to communicate and collaborate with domain experts to improve/optimize systems. The subjects that students take include traditional branches of mathematics and statistics such as algebra, analysis, differential equations, descriptive statistics, inferential statistics, and R and Python programming, but also several cutting-edge offerings such as visual analytics, descriptive analytics, predictive analytics, prescriptive analytics, machine learning, deep learning, and artificial intelligence. The programme aims to mold the students to become data science leaders of the future, to be able to creatively apply mathematical, statistical, and computational approaches to solve complex and challenging problems in Science, Engineering, Technology, and the Arts.

Course Duration

Four Years (Eight Semesters)
PEO (Program Educational Objectives)

List out the program Educational Objectives

PSO (Program Specific Outcomes)

List out the Program Specific Outcomes

PO (Program Outcomes)

List out the Program Outcomes

Curriculum Structure

Core
Semester-wise Syllabus
  • Basic Statistics & Probability Theory
  • Advanced Calculus
  • Linear Algebra & Matrix Theory
  • Statistical Inference
  • Numerical Methods
  • Basic Programming & Algorithms using Python
  • Descriptive Analytics & Data Visualisation
  • Machine Learning using Python
  • Data Warehousing
  • Big Data Analytics
Electives
Semester-wise Syllabus
  • Operations Research
  • Regression Analysis/Modelling
  • Mathematical Modelling
  • Discrete Mathematics & Combinatorics
  • Time Series Analysis and Forecasting
  • Fuzzy Logic and Analysis
  • Simulation Modelling
  • Advanced Numerical Methods
  • Predictive Analytics using R & Python
  • Artificial Intelligence & Neural Networks
  • Reliability and Survival Analysis
  • Data Mining
  • Cryptography & Blockchain
  • Econometrics
  • Supervised & Unsupervised Learning
  • Spark Programming
  • Deep Learning
  • Natural Language Processing
List the Major courses
List the Minor /Specialiation programmes (with brief write up)
List the Open elective courses (with Brief wirte up)
Sed ut perspiciatis

Capstone Project

Write Up about Capstone project,outcomes etc

Dissertation
Sed ut perspiciatis unde omnis
Dissertation
COURSE OF INDEPENDENT STUDY

Independent Study

Write Up and list

ACTIVITY POINTS

Activity Points

STUDENT
RECRUITER

My academic excellence and diploma medal earned through rigorous civil engineering projects in the department paved my path to becoming a top performer.

C Varshith Royal

Batch: 2021-25

C Varshith Royal

Strong fundamentals from department coursework gave me confidence to balance studies while building my successful business.

Kushal M Reddy

Batch: 2021-25

Kushal M Reddy

Outstanding project work and research aptitude in the civil department prepared me for master’s success at a foreign university.

Chirag B

Batch: 2018-22

Chirag B

Throughout my 4 years of engineering at ‘Alliance College of Engineering and Design’, I had countless opportunities to develop analytical skills, leadership and proactive thinking through various programs and events. These attributes were the key reasons because of which I was successfully placed at ‘ BYJUS-the learning app’, with a good package. Big thanks to all my faculty members and friends for this amazing journey at Alliance. My sincere appreciation & gratitude to the Career Advancement & Networking Department for their support and encouragement, this would not be possible without them.

Crisel Manisha D'Souza

Branch: Electronics and Communication / Batch: 2014-18

Crisel Manisha D'Souza

“Strong fundamentals from department coursework gave me confidence to balance studies while building my successful business.”

Kushal M Reddy

Batch: 2021-25

Kushal M Reddy

“Outstanding project work and research aptitude in the civil department prepared me for master’s success at a foreign university.”

Chirag B

Batch: 2018-22

Chirag B

“Practical training and innovation encouraged in department labs inspired me to launch my own engineering venture.”

Naveen E

Batch: 2018-22

Naveen E

My student life at Alliance University is one of the best time in my life and had its ups and downs. But overall I feel that studying at Alliance was a great learning experience every day that has helped me tackle professional problems with ease. The Career and Advancement Network office of Alliance University which has placed a number of students also laid a platform for me to get into Sunlux Technovations. I’m thankful for this opportunity for helping me through the process.

Suman M

Branch: Electronics and Communication / Batch: 2014-18

Suman M

It has been a great experience to be a part of Alliance University. It’s difficult to sum up the memories and experience of four years in few lines. There is something motivational and special in this environment and infrastructure which made us study and enjoy co-curricular activities. All the faculty and staff members are very helpful and they guided us all the time. Different events and sessions did boost my confidence to a great extent that I can experience at my workplace now. These four years have given me friends for life. It has been an unforgettable journey. I have spent my wonderful days of life in Alliance University. Thanks to all who have been a part of my life in encouraging me.

Shraddha Ravindra Parate

Branch: Aerospace / Batch: 2014-18

Shraddha Ravindra Parate

I chose Alliance University for my studies in bachelors. This university has provided me the platform to explore my abilities, skills and dynamic faculty members have helped me explore me a lot in my area of studies. International students and national students integration, multi-lingual friends, student-friendly environment is the plus point for the students to have a great time. I found the decision to study at Alliance was my best to upgrade my knowledge and skills. Excellent, experienced and approachable faculty members, friendly administration and extensive practical exposure is the asset of this University. Thank you Alliance for being a part of my life and for the wonderful experience for lifelong remembrance and good memories.

Shaik Mohammed Aftab Alam

Branch: Aerospace / Batch: 2014-18

Shaik Mohammed Aftab Alam
Hem Sevak
Hem Sevak
Shylendr R
Shylendr R
ALANA RAJ
ALANA RAJ
SASHMITHA S S
SASHMITHA S S
Shreya Goutham
Shreya Goutham
Bhoomika G S
Bhoomika G S
Anushree Chakraborty
Anushree Chakraborty
Annie Rajasekaran
Annie Rajasekaran
Harman Singh
Harman Singh
Jayananthini T
Jayananthini T

“My academic excellence and diploma medal earned through rigorous civil engineering projects in the department paved my path to becoming a top performer.”

C Varshith Royal

Batch: 2021-25

C Varshith Royal
Program Eligibility Criteria

Details of Program Eligibility Criteria

STUDY ABROAD OPTIONS

Learn Across Borders

Experience global education through our international study opportunities designed to broaden academic perspectives and cultural understanding. These programmes enable students to study at partner universities abroad, gain international exposure, and develop the global competencies needed to succeed in an interconnected world.
Learn More