B.Tech CSE Data Science and Artificial Intelligence: Course Overview
B.Tech CSE Data Science and Artificial Intelligenceis a future-oriented undergraduate engineering programme for students who want to build careers in computer science, software development, data analytics, machine learning, artificial intelligence, automation and intelligent digital systems. The course combines the core foundation of Computer Science Engineeringwith specialized learning in Data Science and Artificial Intelligence.
At Integral University Lucknow, this programme is designed for students who want to learn programming, algorithms, database systems, statistics, data visualization, machine learning, artificial intelligence, cloud computing and project-based software development. Students searching for B.Tech CSE Data Science and AI admission 2026, B.Tech Artificial Intelligence and Data Science course after 12th, or B.Tech Data Science colleges in Lucknowcan use this guide to understand eligibility, fees, syllabus, admission process, career scope and job opportunities.
Why This Course Is Important in 2026?
Artificial Intelligence and Data Science are now used in healthcare, banking, e-commerce,
education, cybersecurity, mobile applications, cloud platforms, manufacturing, government
services and business decision-making. A B.Tech programme that combines CSE with AI and
Data Science helps students build both coding skills and analytical thinking.
B.Tech CSE Data Science and AI Course Highlights
| Particular |
Details |
| Course Name |
B.Tech CSE Data Science and Artificial Intelligence |
| Also Known As |
B.Tech CSE Data Science and AI / B.Tech Artificial Intelligence and Data Science |
| Course Level |
Undergraduate Engineering Degree |
| Duration |
4 Years / 3 Years Lateral Entry |
| Eligibility |
10+2 with 45% marks with Physics, Mathematics and one subject from Chemistry, Biotechnology or Computer Science |
| Fee Per Annum |
Rs. 1,75,000 |
| Core Areas |
Programming, Data Structures, DBMS, Machine Learning, Artificial Intelligence, Data Science, Big Data, Cloud Computing and Software Engineering |
| Admission Session |
2026-27 |
Why Study B.Tech CSE Data Science and Artificial Intelligence?
Artificial Intelligence and Data Science are among the most important technology areas in the modern digital economy. Search engines, recommendation systems, online shopping platforms, fraud detection systems, banking applications, smart healthcare systems, autonomous tools and business intelligence dashboards all depend on data and intelligent algorithms.
The advantage of choosing B.Tech CSE Data Science and Artificial Intelligenceis that students do not study only one narrow technology. They first develop a strong base in computer science, programming and software development, and then learn how to apply mathematical, statistical and computational techniques to solve real-world problems using data.
Strong CSE Base
Students study programming, data structures, algorithms, operating systems, DBMS, networks and software engineering.
AI and ML Focus
The course introduces machine learning, deep learning, NLP, computer vision and intelligent systems.
Data Science Skills
Students learn statistics, data mining, visualization, analytics, data engineering and big data concepts.
Career Flexibility
Graduates can apply for both software development and data-oriented technology roles.
Why Choose Integral University Lucknow?
- Integrated computer science foundation:Students learn essential CSE subjects before moving into advanced Data Science and AI applications.
- Practical learning approach:Programming labs, data handling exercises, mini-projects, internships and final-year projects help students connect theory with implementation.
- Industry-oriented skills:The programme supports skill development in Python, SQL, data visualization, machine learning, cloud fundamentals and project documentation.
- University ecosystem:Integral University provides academic support, laboratories, library resources, faculty guidance and placement support.
- Career-focused curriculum:The course prepares students for software engineering, data analytics, AI development, higher studies and research-oriented career paths.
B.Tech CSE Data Science and Artificial Intelligence Syllabus
The exact syllabus is notified by the University. However, a strong B.Tech AI and Data Science syllabususually includes computer science fundamentals, mathematics, programming, data science tools, AI concepts, machine learning, cloud platforms and project work across eight semesters.
| Study Area |
Major Subjects / Topics |
| Foundation Subjects |
Engineering Mathematics, Engineering Physics, Engineering Chemistry, Communication Skills, Basic Electrical and Electronics Engineering |
| Computer Science Core |
Programming, Data Structures, Algorithms, Computer Organization, Operating Systems, Database Management Systems, Computer Networks and Software Engineering |
| Data Science Subjects |
Statistics, Data Mining, Data Warehousing, Data Visualization, Predictive Analytics, Big Data Analytics and Business Intelligence |
| Artificial Intelligence Subjects |
Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision and Intelligent Systems |
| Tools and Technologies |
Python, SQL, analytics libraries, machine learning frameworks, cloud fundamentals, database tools and project development platforms |
| Projects and Training |
Mini projects, lab assignments, internships or training components, capstone projects and final-year major project |
Semester-Wise Subject Overview
| Semester |
Common Subject Areas |
| Semester 1 |
Engineering Mathematics, Physics/Chemistry, Programming Basics, Engineering Graphics, Communication Skills |
| Semester 2 |
Engineering Mathematics, Basic Electronics, Environmental Studies, Object-Oriented Programming, Workshop/Lab Work |
| Semester 3 |
Data Structures, Digital Logic, Computer Organization, Database Management Systems, Probability and Statistics |
| Semester 4 |
Algorithms, Operating Systems, Computer Networks, Python for Data Science, Data Visualization |
| Semester 5 |
Artificial Intelligence, Machine Learning, Data Mining, Software Engineering, Web Technologies |
| Semester 6 |
Big Data Analytics, Cloud Computing, Deep Learning, Natural Language Processing, Open Electives |
| Semester 7 |
Computer Vision, Predictive Analytics, Cybersecurity Basics, Industrial Training, Major Project Phase I |
| Semester 8 |
AI Applications, Advanced Data Science, Entrepreneurship, Major Project Phase II and Viva |
Eligibility for B.Tech CSE Data Science and AI Admission 2026
Students applying for B.Tech CSE Data Science and Artificial Intelligence admission 2026at Integral University should have passed 10+2 with 45% markswith Physics, Mathematicsand one subject out of Chemistry, Biotechnology or Computer Sciencefrom any recognized board.
For lateral entry, candidates with a 3-year diploma or B.Sc. background may be eligible as per university norms. Students should confirm the latest lateral entry eligibility, entrance requirements, scholarships, reservation rules and admission instructions through the official Integral University admission portal before applying.
Can PCM Students Apply for B.Tech CSE Data Science and AI?
Yes. Students who have completed 10+2 with Physics and Mathematics, along with Chemistry, Biotechnology or Computer Science as an eligible subject, can apply for this programme as per Integral University eligibility norms.
Is JEE Required for B.Tech CSE Data Science and AI?
Admission requirements may depend on the university admission policy for the academic session. Students may apply through the official Integral University admission process, and they should verify whether admission is based on IUET, merit, counselling, JEE score or other applicable criteria for the 2026 session.
Admission Process for B.Tech CSE Data Science and Artificial Intelligence 2026
- Check the official eligibility criteria for B.Tech CSE Data Science and Artificial Intelligence.
- Visit the Integral University admission portal.
- Fill the online application form with correct personal and academic details.
- Upload or submit required documents as per university instructions.
- Complete entrance, merit, counselling or admission steps applicable for the session.
- Complete document verification and fee payment to confirm admission.
Apply for B.Tech CSE Data Science and AI Admission 2026
Students interested in AI, Data Science, coding and software engineering can apply through the official Integral University admission portal.
Apply Now
Career Scope After B.Tech CSE Data Science and Artificial Intelligence
The career scope of B.Tech CSE Data Science and Artificial Intelligenceis broad because graduates can apply for both software engineering and data-oriented roles. With the right projects, internships and technical portfolio, students can explore opportunities in IT services, product companies, fintech, healthcare technology, e-commerce, manufacturing analytics, edtech, consulting and research organizations.
| Career Area |
Possible Job Roles |
| Software Development |
Software Engineer, Backend Developer, Full Stack Developer, Application Developer |
| Data Science |
Data Analyst, Data Scientist, Business Intelligence Analyst, Data Engineer |
| Artificial Intelligence |
AI Engineer, Machine Learning Engineer, NLP Engineer, Computer Vision Engineer |
| Cloud and Data Platforms |
Cloud Data Engineer, Database Developer, Big Data Associate, Analytics Engineer |
| Research and Higher Studies |
M.Tech, MS, MBA in Business Analytics, AI/ML certifications and research programmes |
Salary After B.Tech CSE Data Science and Artificial Intelligence
Salary after B.Tech CSE Data Science and AI depends on programming skills, project quality, internships, certifications, communication ability, employer, location and market conditions. Students with a strong GitHub portfolio, problem-solving ability and practical AI/ML projects usually have better opportunities.
| Job Role |
Expected Starting Salary Range |
| Software Engineer |
Rs. 3.5 LPA - Rs. 7 LPA |
| Data Analyst |
Rs. 3 LPA - Rs. 6 LPA |
| Data Engineer |
Rs. 4 LPA - Rs. 8 LPA |
| Machine Learning Engineer |
Rs. 4.5 LPA - Rs. 9 LPA |
| AI Engineer |
Rs. 5 LPA - Rs. 10 LPA |
| Business Intelligence Analyst |
Rs. 3.5 LPA - Rs. 7 LPA |
Skills Students Should Build During the Course
- Strong programming ability in Python, C/C++ or Java
- Understanding of data structures, algorithms and database systems
- Mathematics for AI, including probability, statistics, linear algebra and optimization basics
- Machine learning model building, evaluation and deployment fundamentals
- Data cleaning, visualization and reporting using modern analytics tools
- Cloud fundamentals and basic deployment understanding
- Project documentation, communication and problem-solving skills
B.Tech CSE vs B.Tech CSE Data Science and AI
| Point |
B.Tech CSE |
B.Tech CSE Data Science and AI |
| Focus |
Broad computer science and software engineering |
CSE foundation with focused learning in AI, ML and Data Science |
| Best For |
Students interested in software, systems, networks and general IT roles |
Students interested in coding, analytics, AI models, automation and intelligent applications |
| Core Skills |
Programming, DBMS, OS, networks, software engineering |
Programming, statistics, data analytics, machine learning, AI and data engineering |
| Career Roles |
Software Developer, System Engineer, Web Developer, Network Engineer |
Software Engineer, Data Analyst, Data Scientist, AI Engineer, ML Engineer |
Who Should Choose This Course?
This programme is a good fit for students who enjoy logical thinking, mathematics, coding and technology-driven problem solving. If you want to work on intelligent applications, data products, automation tools, analytics dashboards, AI models or scalable software systems, B.Tech CSE Data Science and Artificial Intelligencecan give you a balanced academic foundation.
Useful Official Links
Frequently Asked Questions
What is B.Tech CSE Data Science and Artificial Intelligence?
It is a four-year undergraduate engineering programme that combines Computer Science Engineering with Data Science and Artificial Intelligence. Students learn programming, databases, algorithms, statistics, machine learning, AI, data analytics and software development.
What is the duration of this course?
The regular duration is 4 years. Lateral entry duration is 3 years as per university norms.
What is the eligibility for B.Tech CSE Data Science and AI?
Students should have passed 10+2 with 45% marks with Physics, Mathematics and one subject out of Chemistry, Biotechnology or Computer Science from any recognized board.
What is the fee for this course at Integral University?
The listed fee is Rs. 1,75,000 per annum. Students should verify the latest fee, examination charges, hostel charges and other applicable charges from the official admission office.
Is B.Tech CSE Data Science and AI good for the future?
Yes. AI and Data Science are used in software products, healthcare, finance, e-commerce, manufacturing, education and automation. Students with strong programming, data handling and AI skills can explore multiple technology career paths.
What jobs are available after B.Tech CSE Data Science and Artificial Intelligence?
Graduates can apply for roles such as Software Engineer, Data Analyst, Data Engineer, AI Engineer, Machine Learning Engineer, Business Intelligence Analyst, Database Developer and Full Stack Developer depending on skills and project experience.
Is this course better than general B.Tech CSE?
General B.Tech CSE gives a broad computer science foundation. B.Tech CSE Data Science and AI keeps the CSE base but adds focused learning in data analytics, machine learning and artificial intelligence. The better choice depends on a student's interest and career goal.
Can I become a Data Scientist after this course?
Yes, students can work toward Data Scientist roles by building strong skills in Python, statistics, machine learning, databases, data visualization, analytics projects and internships.
Can I pursue M.Tech after B.Tech CSE Data Science and AI?
Yes. Graduates may pursue M.Tech, MS or other postgraduate programmes in Computer Science, Artificial Intelligence, Data Science, Machine Learning and related areas, subject to eligibility criteria of the selected institution.
How can I apply for admission in 2026?
Students can apply through the official Integral University admission process. Check eligibility, submit the application, complete required admission steps and confirm the seat according to University guidelines.