B.Tech CSE in Data Science Syllabus

  • course years 4 Years
  • type of course Under Graduate
  • course stream Engineering
  • course type Full Time
Written By universitykart team | Last Updated date Sep, 25, 2023

Delve into the program's curriculum, covering data analysis, machine learning, data visualization, and data-driven decision-making, equipping students with expertise in this high-demand field.

Syllabus and subjects in B.Tech CSE in Data Science

A Bachelor of Technology (B.Tech) program in Computer Science and Engineering (CSE) with a specialization in Data Science typically offers a comprehensive curriculum that combines core computer science fundamentals with advanced coursework in data analysis and machine learning. The syllabus typically includes foundational subjects like programming, data structures, and algorithms, providing students with a strong computational foundation. As students progress, they delve into specialized topics such as data mining, statistical analysis, big data technologies, data visualization, and database management. Practical experience is gained through hands-on projects and internships that involve working with real-world data sets. Graduates of this program are well-equipped to pursue careers as data scientists, data analysts, or data engineers, where they can apply their knowledge and skills to extract valuable insights and make data-driven decisions in various industries, including finance, healthcare, e-commerce, and more, addressing the increasing demand for data-driven expertise in today's digital age.


S.No1st Year Syllabus of B.Tech. CSE in Data Science
1Introduction to Artificial Intelligence and Machine Learning
2Programming for Problem Solving
3Maths
4Engineering Physics
5Soft Skills
6Computer-Aided Design and Drafting
7Principles of Electrical and Electronics Engineering
8Application-based Programming in Python
9Advanced Physics
10Engineering Chemistry
11Mechanical Workshop
12Multimedia Application Lab


S.No2nd Year Syllabus of B.Tech. CSE in Data Science
1Introduction to biology for Engineers
2Discrete Structures
3Computer Organization and Architecture
4Applied Statistical Analysis
5Industrial Internship
6OOPS using JAVA
7Data Structures using C
8Project-Based Learning- 1
9Industrial Internship I
10CTS-2 Communicate to conquer
11Data Acquisition
12Advance Java Lab
13Environmental Science
14Computer Networks
15Principles of Operating System
16Database Management System 
17Management Course


S.No3rd Year Syllabus of B.Tech. CSE in Data Science
1CTS-3 Impress 2 Impact
2Data Warehouse
3Theory of Computation
4Design and Analysis of Algorithm
5Project-Based Learning- III, IV
6Industrial Internship II
7Software Engineering and Testing Methodologies
8Program Elective-I, II, III

Open Elective- I, II
9Data Mining
10Compiler Design
11Ace the Interview
12Artificial Intelligence
13Statistical Analysis Lab


S.No4th Year Syllabus of B.Tech. CSE in Data Science
1Web Technologies
2Industrial Internship
3Business Intelligence
4Program Elective- IV, V, VI
5Major Project- I, II
6Comprehensive Examination
7Professional Ethics and Values
8Open Elective- III, IV
9Campus to Corporate
10Big Data Analytics
11Universal Human Value and Ethics


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