B.Tech in Computer Science and Engineering With Specialization in Cyber Security/ Data Analytics/ AI & ML
| COURSE OFFERED | DURATION (IN YEARS) | ELIGIBILITY CRITERIA |
| B.Tech In Computer Science & Engineering With Specialization In Cyber Security/ Data Analytics/ AI & ML | 4 | 12th standard pass with Physics, Maths, Chemistry/ Computer Science with at least 60% marks. |
| M.Tech in Computer Science & Engineering With Specialization In Cyber Security/ Data Analytics/ AI & ML | 2 |
Disclaimer: TNU reserves the right for relaxation in admission criteria for the most deserving candidates.
Computer Science and Engineering seems to have become the most popular course in this century for engineering aspirants. With rapid rise in cyber-terrorism, misuse of social media and internet usage, our technology security experts think that India is yet not well equipped to handle these threats. Cyber Security market to touch $32 billion by 2025. Expansion will require 1 million (10 lakh) Cyber Security professionals. Bengal hopes to train one lakh Cyber Security experts from the state. - The Telegraph, Saturday, March 17, 2018. Data analytics refers to qualitative, quantitative and statistical techniques & process used to describe and illustrate, condense and recap, and probe large and varied data which is extricated and classified to pinpoint and figure out behavioural uncover hidden patterns, market trends, customer preferences, unknown correlations and other useful information to intensify productivity & can be used to assist organizations for taking more-acquainted business decisions and also help scientists and researchers to verify or disprove scientific models, theories and hypotheses
COURSE STRUCTURE: CYBER SECURITY
Semester 1
Sl. No. | Paper Title | L | T | P | C |
1 | English Creative Communication | 4 | 0 | 0 | 4 |
2 | Mathematics I | 3 | 1 | 0 | 3 |
3 | Physics I | 3 | 0 | 4 | 5 |
4 | Engineering Electronic I | 3 | 0 | 4 | 5 |
5 | Computer Programming and Problem Solving (Formerly know us Computer Programming C) | 3 | 0 | 4 | 5 |
6 | Fundamental of Psychology | 3 | 0 | 0 | 3 |
7 | Engineering Drawing | 0 | 0 | 4 | 2 |
| Total Credits | 28 | |||
Semester 2
Sl. No. | Paper Title | L | T | P | C |
1 | Mathematics II | 3 | 1 | 0 | 4 |
2 | Physics II | 3 | 0 | 0 | 4 |
3 | Open Source Software and Open Standards (for all CSE) | 2 | 0 | 0 | 2 |
4 | Object oriented Programing & Web Programming through PHP (for tech students) | 3 | 0 | 4 | 5 |
5 | Digital Logic Design | 3 | 0 | 4 | 5 |
6 | Environmental Science | 3 | 1 | 0 | 3 |
7 | Manufacturing Processes and Workshop Practice | 0 | 0 | 4 | 2 |
| Total Credits | 26 | |||
Semester 3
Sl. No. | Paper Title | L | T | P | C |
1 | Information Security Fundamentals (for Cyber Security) | 2 | 0 | 0 | 2 |
2 | Computer Architecture and Organization | 3 | 0 | 0 | 3 |
3 | Object-Oriented Program Design | 3 | 0 | 4 | 5 |
4 | Data Structure, Algorithm and Complexity | 3 | 0 | 4 | 5 |
5 | Software Engineering | 3 | 0 | 4 | 5 |
6 | Soft Computing | 2 | 0 | 2 | 3 |
| Total Credits | 23 | |||
Semester 4
Sl. No. | Paper Title | L | T | P | C |
1 | Computer Vision | 2 | 0 | 2 | 3 |
2 | Database Systems | 3 | 0 | 4 | 5 |
3 | Operating Systems | 3 | 0 | 4 | 5 |
4 | IT Physical &Systems Security (for Cyber Security) | 3 | 0 | 0 | 3 |
5 | Numerical Methods and Otimization | 2 | 0 | 2 | 3 |
6 | General Elective II / Computer Graphics | 3 | 0 | 4 | 5 |
| Total Credits | 24 | |||
Semester 5
Sl. No. | Paper Title | L | T | P | C |
1 | IT Data & Application Security ( for Cyber Security ) | 4 | 0 | 0 | 4 |
2 | IT Network Security ( for Cyber Security ) | 2 | 0 | 2 | 3 |
3 | Computer Networks & Graph Theory | 3 | 0 | 4 | 5 |
4 | Microprocessor and Microcontroller | 3 | 0 | 4 | 5 |
5 | General Elective III / Cloud Computing | 3 | 0 | 0 | 3 |
6 | Program Elective I / Training / Internship | 0 | 0 | 0 | 5 |
Total Credits | 25 | ||||
Semester 6
Sl. No. | Paper Title | L | T | P | C |
1 | Fundamentals of Cryptography | 4 | 0 | 0 | 4 |
2 | Digital Forensics (for Cyber Security) | 4 | 0 | 2 | 5 |
3 | Program Elective III / Cloud Security | 2 | 0 | 2 | 3 |
4 | Embedded System | 3 | 0 | 2 | 4 |
5 | Program Elective IV / IT Security Evaluation Criteria (ITSEC) | 3 | 0 | 0 | 3 |
6 | Engineering Economics | 3 | 0 | 0 | 3 |
7 | General Elective IV / Automata | 3 | 0 | 0 | 3 |
| Total Credits | 25 | |||
Semester 7
Sl. No. | Paper Title | L | T | P | C |
1 | Parallel and Distributed Computing | 3 | 0 | 0 | 3 |
2 | Information Security Audit & Monitoring (for Cyber Security) | 2 | 0 | 2 | 3 |
4 | Program Elective V / Information Security Intelligence & Compliance Analytics | 3 | 0 | 0 | 3 |
5 | General Elective V / Intelligent Systems | 3 | 0 | 0 | 3 |
6 | General Elective VI /Compiler Design | 3 | 0 | 0 | 3 |
7 | General Elective VII / Training/ Internship | 0 | 0 | 0 | 5 |
Total Credits | 20 | ||||
Semester 8
Sl. No. | Paper Title | L | T | P | C |
1 | Project (After completion of Semester 7) | - | - | - | 20 |
2 | Grand Viva | - | - | - | 5 |
| Total Credits | 25 | |||
COURSE STRUCTURE: DATA ANALYTICS
Semester 1
Sl. No. | Paper Title | L | T | P | C |
1 | English Creative Communication | 4 | 0 | 0 | 4 |
2 | Mathematics I | 3 | 1 | 0 | 4 |
3 | Physics I | 3 | 0 | 4 | 5 |
4 | Engineering Electronic I | 3 | 0 | 4 | 5 |
5 | Computer Programming and Problem Solving (Formerly know as Computer Programming C) | 3 | 0 | 4 | 5 |
6 | Fundamental of Psychology | 3 | 0 | 0 | 3 |
7 | Engineering Drawing | 0 | 0 | 4 | 2 |
| Total Credits | 28 | |||
Semester 2
Sl. No. | Paper Title | L | T | P | C |
1 | Mathematics II | 3 | 1 | 0 | 4 |
2 | Physics II | 3 | 0 | 0 | 4 |
3 | Open Source Software and Open Standards (for all CSE) | 2 | 0 | 0 | 2 |
4 | Object oriented Programing & Web Programming through PHP (for tech students) | 3 | 0 | 4 | 5 |
5 | Digital Logic Design | 3 | 0 | 4 | 5 |
6 | Environmental Science | 3 | 0 | 0 | 3 |
7 | Manufacturing Processes and Workshop Practice | 0 | 0 | 4 | 2 |
| Total Credits | 25 | |||
Semester 3
Sl. No. | Paper Title | L | T | P | C |
1 | Applied Statistical Analysis (for Data Analytics) | 3 | 0 | 2 | 4 |
2 | Computer Architecture and Organization | 3 | 0 | 0 | 3 |
3 | Object-Oriented Program Design | 2 | 0 | 4 | 4 |
4 | Data Structure, Algorithm and Complexity | 3 | 0 | 4 | 5 |
5 | Software Engineering | 3 | 0 | 4 | 5 |
6 | Soft Computing | 2 | 0 | 2 | 3 |
| Total Credits | 24 | |||
Semester 4
Sl. No. | Paper Title | L | T | P | C |
1 | Computer Vision | 2 | 0 | 2 | 3 |
2 | Database Systems | 3 | 0 | 4 | 5 |
3 | Operating Systems | 3 | 0 | 4 | 5 |
4 | Data Mining & Protective Modeling (for Data Analytics) | 3 | 0 | 2 | 4 |
5 | Numerical Methods and Operation Research | 2 | 0 | 2 | 3 |
6 | General Elective II / Computer Graphics | 3 | 0 | 4 | 5 |
| Total Credits | 25 | |||
Semester 5
Sl. No. | Paper Title | L | T | P | C |
1 | Data Warehouse & Multidimensional Modeling (for Data Analytics) | 3 | 0 | 2 | 4 |
2 | Computer Networks & Graph Theory | 3 | 0 | 4 | 5 |
3 | Microprocessor and Microcontroller | 3 | 0 | 4 | 5 |
4 | General Elective III / Cloud Computing | 3 | 0 | 0 | 3 |
5 | Summer Internship / Training |
|
|
| 5 |
Total Credits | 22 | ||||
Semester 6
Sl. No. | Paper Title | L | T | P | C |
1 | Fundamentals of Cryptography | 4 | 0 | 0 | 4 |
2 | Business Intelligence (for Data Analytics) | 3 | 0 | 2 | 4 |
3 | Social, Web & Mobile Analytics (for Data Analytics) | 4 | 0 | 0 | 4 |
4 | Embedded System | 3 | 0 | 2 | 4 |
5 | Engineering Economics | 3 | 0 | 0 | 3 |
6 | General Elective IV /Formal Language and Automata Theory | 3 | 0 | 0 | 3 |
| Total Credits | 22 | |||
Semester 7
Sl. No. | Paper Title | L | T | P | C |
1 | Parallel and Distributed Computing | 3 | 0 | 0 | 3 |
2 | Big Data Analytics and Hadoop (for Data Analytics) | 3 | 0 | 2 | 4 |
3 | Program Elective VI/ Real time Monitoring and Analytics | 3 | 0 | 0 | 3 |
4 | General Elective V / Intelligent Systems | 3 | 0 | 0 | 3 |
5 | General Elective VI / Compiler Design | 3 | 0 | 0 | 3 |
6 | General Elective VII / Training / Internship | 0 | 0 | 0 | 5 |
Total Credits | 21 | ||||
Semester 8
Sl. No. | Paper Title | L | T | P | C |
1 | Project (After completion of Semester 7) | - | - | - | 20 |
2 | Grand Viva | - | - | - | 5 |
| Total Credits | 25 | |||
EXPERT COMMITTEE: CYBER SECURITY
Dr. Amit Chowdhury Ex Associate Director-CDAC, Kolkata |
EXPERT COMMITTEE: DATA ANALYTICS AND AI&ML
Prof. Utpal Garain Professor, ISI Calcutta |
Prof. Aditya Bagchi Professor, Ramkrishna Vivekananda University, Belur |
Mr. Kushal Banerjee Ex Head, University Relationship, TCS |
INTERNSHIP & ACHIEVEMENTS
- Arindam Halder completes his Internship program from CRIS - Centre for Railway Information Systems
- B.Tech CSE Student of TNU completes her Internship program from IIT, Kanpur
- Students completes their Internship program from WABCO
INDUSTRY PARTNERSHIP
TNU has also collaborated with Batoi Systems Private Limited (BSPL), Bhubaneswar to provide better understanding of Computer Science and Engineering in general and specifically Cyber Security, Internet of Things (IoT), large Data Sciences, etc. other current strengths in CSE to its students. BSPL to provide assistance in drafting the syllabus for B.Tech & M.Tech programme along with help in establishing laboratory and CSE vertical with stress on modern areas including its applications.
CAREER PROSPECTS
Cyber world is facing new challenges every day from hackers and malicious programmers across the globe. Banking, E-commerce, Confidential Industrial Data, Forensic Industries and Defence related data and Employee data of big and small enterprises needs security implementations in place. This specialization remained in demand by government and nongovernment organizations for long time.
Some of the top companies are Mu Sigma, Fractal Analytics, Crayon Data, Latent View, Absolutdata, Global Analytics, IBM, Convergytics.
Data Analytics is creating new jobs and changing existing ones. Data Analytics discipline has got wide acceptance in forecasting, planning and e-commerce enterprises. Data analytics has played a big role in big establishments dealing with huge amounts of information such as hospitals, banks and insurances, prediction of customer behaviour, detect trends, cross-selling, customer relationship management analytics, demand prediction and failure prediction
All the specializations offered through this program have got wide acceptance in industries and enterprises and prepares student for best of practices in respective specialization.
Some of the top companies are Aspirant Infotech Private Limited, CAT CyberLabs, CYBER COPS India, Cyber Octet Pvt. Ltd., Cyberoam Technologies, Delta, Delta Protective Services, etc
