Brief Overview

Bachelor of Computer Applications (Honours) - Data Science

The Data Science Honors program is an undergraduate degree program designed to provide students with a comprehensive understanding of computer applications and data science principles. Throughout the program, students are immersed in a curriculum integrating foundational computer science knowledge with advanced data science techniques.

This program equips students with the analytical, technical, and problem-solving skills needed to excel in various roles within the data science field, including data analysis, machine learning, artificial intelligence, and business intelligence. Graduates are prepared to contribute effectively to organizations in today's data-driven world.

Duration

Four Years / Eight Semesters

PEO (Program Educational Objectives)

Sample content for PEO

PSO (Program Specific Outcomes)

Sample content for PSO

PO (Program Outcomes)

Sample content for PO

Curriculum Structure

Year 1
Semester-wise Syllabus
Semester I
  • Mathematics for Computing
  • Python Programming
  • Lab - Python Programming
  • Fundamentals of Computer Architecture
  • Operating Systems
  • Interpersonal and Essential Skills - I
  • Analytical Reasoning and Problem solving - I
Semester II
  • Introduction to Data Science
  • Data Structures and Algorithms
  • Object Oriented Programming Java
  • Lab - Object Oriented Programming Java
  • Statistics for Data Science
  • Interpersonal and Essential Skills - II
  • Analytical Reasoning and Problem solving - II
Year 2
Semester-wise Syllabus
Semester III
  • Machine Learning Fundamentals
  • Data Visualization
  • Database Management Systems
  • Probability and Statistical Inference
  • Networking and Security
  • Virtual Internship
  • Interpersonal and Essential Skills - III
Semester IV
  • Full Stack Development
  • Data Warehousing and Mining
  • Natural Language Processing
  • Artificial Intelligence
  • Software Engineering
  • Cloud Computing
  • Virtual Internship
Year 3
Semester-wise Syllabus
Semester V
  • Capstone Projects
  • Deep Learning
  • Big Data Analytics
  • Business Analytics
  • Introduction to Internet of Things (IoT)
  • Recruitment Essentials
  • Career Competency Enhancement
Semester VI
  • Industry Internship Program
Year 4
Semester-wise Syllabus
Semester VII
  • Deep Learning
  • Introduction to Expert Systems
  • Big Data
  • Introduction to Generative AI
  • Internet of Things
Semester VIII
  • Capstone Project
  • Final Presentation - Viva Voce
Dissertation
COURSE OF INDEPENDENT STUDY

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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