B.Tech Computer Science and Engineering - Data Science

more_vert

Bachelor of Technology in Computer Science and Engineering - Data Science

Duration

4 Years

Level

Graduation

Type

Degree

Eligibility

10+2 or Equivalent

B.Tech CSE- Data Science or Bachelor of Technology in Computer Science and Engineering with specialization in Data Science is an undergraduate degree program which is a total of four years duration having 8 semesters.

B.Tech CSE- Data Science Eligibility

  • Candidates must have passed their 10+2 examination or equivalent qualification from a recognized Board.
  • Candidates must possess at least 55% aggregate marks with Physics, Mathematics, and English as main subjects.

B.Tech CSE- Data Science Syllabus

Syllabus of CSE Data Science as prescribed by various Universities and Colleges.

B.Tech CSE- Data Science Semester-1

Sr. No. 

Subjects to Study

1

Basic Engineering Mechanics

2

Basic Electrical and Electronics Engineering

3

Computer Programming

4

Engineering Physics

5

Mathematics for Engineers

6

Practicals

  • Basic Electrical and Electronics Engineering Lab
  • Engineering Physics Lab

B.Tech CSE- Data Science Semester-2

1

Digital Electronics

2

Differential Equations and Vector Calculus

3

Engineering Graphics

4

Environmental Studies

5

Programming in JAVA

6

Practicals

  • Digital Electronics Lab
  • Internet Programming Lab

B.Tech CSE- Data Science Semester-3

1

Competitive Programming

2

Computer Organization and Design

3

Data Structures

4

Discrete Mathematics

5

Design and Analysis of Algorithms

6

Software Engineering

7

Language Elective-II

8

Project

B.Tech CSE- Data Science Semester-4

1

Computer Networks

2

Internet Working Essentials

3

Operating Systems

4

Python for ML

5

Probability and Statistics

6

Practicals

  • Operating Systems Lab
7

Python Project

B.Tech CSE- Data Science Semester-5

1

Formal Languages and Automation Theory

2

Statistics and EDA

3

SQL and Visualization

4

EDA Project

B.Tech CSE- Data Science Semester-6

1

Machine Learning

2

Natural Language Processing

3

Virtualization and Cloud Computing

4

Practicals

  • Virtualization and Cloud Computing Lab
5

ML Project

B.Tech CSE- Data Science Semester-7

1

Big Data Analytics

2

Deep Learning

3

Industry CO-OP Project-I

4

Machine Learning-II

B.Tech CSE- Data Science Semester-8

1

Training / Internship

 

B.Tech CSE- Data Science Colleges

  • Lovely Professional University, Jalandhar
  • VIT-AP, Andhra Pradesh
  • Noida Institute of Engineering and Technology (NIET), Greater Noida
  • Karunya Institute of Technology and Sciences, Tamil Nadu
  • Maharana Pratap Group of Institutions (MPGI), Uttar Pradesh

B.Tech CSE- Data Science Course Suitability

  • Those who want to equip knowledge with programming skills, statistical skills, mathematical reasoning, machine learning, knowledge discovery, communication, and visualization skills can pursue this course.
  • Data Science is an interdisciplinary, problem-solving approach that learns to apply scientific techniques to practical problems. It is an intensive skill-oriented program with enough practical training for building business models for analytics.

How is B.Tech CSE- Data Science Course Beneficial?

  • Computer Science & Engineering - Data Science program provides a student with core concepts of computer science as well as data analytics.
  • This course also provides engineering and problem-solving skills using computational methods.
  • Candidates will have an opportunity to learn principles, tools, and techniques to model various real-world problems, analyze them, and discover useful information.
  • Candidates are encouraged to suggest solutions that support decision-making using suitable data visualization techniques.

B.Tech CSE- Data Science Employment Areas

  • Banking
  • Businesses
  • MNCs
  • Marketing
  • Management

B.Tech CSE- Data Science Job Types

  • Business Intelligent Developer
  • Data Analyst / Data Scientist / Data Engineer / Data Architect
  • Machine Learning Scientist

Advanced Course in B.Tech CSE- Data Science

  • M.Tech