B.Tech.( CSE Hons. in Artificial Intelligence and Machine Learning)  B.Tech CSE -AIML

School of Engineering & Technology

It is a well-known fact that a machine cannot be intelligent; however, man has always in pursuit of replacing human with machines. Only Artificial Intelligence and Machine Learning can create a system with intelligence. B. Tech. CSE Artificial Intelligence and Machine Learning programme was introduced in Jaipur National University with a view to develop basic understanding of algorithms of AI and Machine Learning, in both theory and practical. The syllabus of the artificial intelligence course has been designed by the industry experts, academicians to meet the requirements of recent industrial trends.

Learning Perspective

Artificial Intelligence and Machine Learning is an emerging field in the tech – industry. Our cutting-edge course structure familiarizes students with the nuances of Automation, Data Analysis, Pattern Recognition and other related areas in the field. Students shall have ample opportunity to solve real-time social problems and shall be able to use both creatively for innovation with the knowledge acquired in the domain.

Key Information


4 Years


Min. 50% Aggregate in 10+2 with Physics and Mathmatics as Compulsory Subjects.

Selection Procedure

Entrance Test + PI


As per University norms


  • Artificial Intelligence Lab
  • Python Lab


Programme Structure

  • Engineering Physics — 1
  • Engineering Chemistry — I
  • Engineering Mathematics — I
  • Fundamentals of Electricals Science
  • Introduction to IT and Computer Programming
  • English —1
  • Environmental Studies

Overview of Artificial Intelligence, Ethics and Foundation of Data

Practicals & Sessionals
  • Engineering Physics Lab —1
  • Engineering Chemistry Lab —1
  • Fundamentals of Electrical Science Lab
  • IT and ComputerProgramming Lab
  • Engineering Graphics &
  • Design Lab
  • Communication Skills Lab —1
  • General Proficiency
  • Engineering Physics –II
  • Engineering Chemistry – II
  • Engineering Mathematics –II
  • Engineering Mechanics
  • Programming for Problem Solving
  • English – II

Programming Language – Python

Practicals & Sessionals
  • EngineeringPhysics Lab – II
  • EngineeringChemistry Lab-II
  • Computer programming Lab
  • Workshop Manufacturing PracticesLab
  • Communication SkillsLab – II
  • General Proficiency
  • Mathematics III
  • Discrete Mathematical Structure
  • Data Structure and Algorithms, through ‘C’
  • Digital Electronics
  • Analog Electronic Circuits
  • Economics for Engineers

Probabilistic Modelling and Reasoning with Python

Linear Algebra with Python, Numpy and Pandas

Practicals & Sessionals
  • Data Structure Lab
  • Digital Electronics Lab
  • Analog Electronic Circuits Lab
  • Web Design Lab using HTML/ DHTML
  • General Proficiency*
  • Optimization Techniques
  • Object Oriented Programming Using
  • C++
  • Computer Organization & Architecture
  • Design & Analysis of Algorithms
  • Communication Fundamentals
  • Entrepreneurship Development

Machine Learning and Pattern Recognition

Machine Learning Practical with Python, Scikit-learn, Matplotlib, TensorFlow

Practicals & Sessionals
  • OT Simulation Lab using Sci Lab / MATLAB
  • Object Oriented Programming Lab
  • Design & Analysis of Algorithms
  • Lab
  • Microprocessor Lab
  • General Proficiency*
  • Computer Graphics
  • Operating Systems
  • Database Management Systems
  • Programming in Java
  • Neural Networks and Deep Learning (Vision and NLP)
  • Deep Learning Practical with Python, TensorFlow and Keras
  • Elective -I (Any One of the Following) Software Engineering
    • Information Theory and Coding
    • System Analysis and Design
  • Open Elective -I
  • OEC-CS506
Practicals & Sessionals
  • Computer Graphics Lab (C/C++)
  • Database Management Systems Lab
  • Java Programming Lab
  • UNIX Shell Scripting and TCP/IP Lab
  • General Proficiency*
  • Computer Networks
  • Application and Development Using
  • Java
  • Data Science - Tools and Techniques
  • Elective-II (Any One of the Following)
    • Formal Language & Automata Theory
    • Object Oriented Modeling and Design Software Testing
  • Elective-III (Any One of the Following)
    • Artificial Intelligence
    • Real Time Systems
    • Logical and Functional Programming
Practicals & Sessionals
  • Computer Networks Lab
  • Application and Development Using Java Lab
  • Python Lab
  • Project Design with Seminar
  • General Proficiency*
  • Compiler Construction
  • Relational Database Management
  • System
  • Elective-IV (Any One of the Following)
    • Image Processing &
    • Pattern Recognition
    • Cloud Computing
    • Distributed Systems
  • Elective-V (Any One of the Following)
    • Android Programming
    • Deep Learning & Neural Networks
    • Data Mining & Warehousing
    • Data Visualization
Practicals & Sessionals
  • Compiler Construction Lab
  • RDBMS Lab (SQL Server/Oracle)
  • Android Programming Lab
  • Minor Project
  • General Proficiency*
  • Internship/Entrepreneurship Project
  • Work Presentation
  • Emergent Technology /Academics
  • Based Seminar
  • General Proficiency *

Career Prospects

An engineering degree in AI and ML from one of the best B Tech Artificial Intelligence colleges in Jaipur is indeed a sure shot way to excel in the IT sector today. Global behemoths like Google, Facebook and Amazon are forever hungry to recruit smart innovators in this field. Tech graduates from JNU remain one of the top and favorite choices of IT recruiters. Students have numerous working options in both India and abroad. The possibilities are endless.

Applying for Admissions 2022-23

This course helps students in all ways such as developing technical skills, soft skills, and analytical skills to be at the forefront of the booming Computer, IT, Mobile, Cloud & Security markets. Computers & Mobiles are driving the world of technology, finance, medicine, research, space exploration, social work and many more. By pursuing B.Tech. (CSE) they will be equipped to handle most complex of problems and create innovative software solutions for them.

With the increase in number of Smartphones, social media and micro-payments, people are exposed to real-time treats in the virtual/cyber space. There are intruders, hackers, identity thieves and online bullies who make the life of innocent citizens miserable, threaten the security of establishments, and even risk national security. The B.Tech. CSE with Specialization in Cyber Security program trains a student to not only deal with such problems but also trains them to design secure systems, prevent and defend against attacks, and catch cyber criminals if they attack.

In most daily use Computer Software/mobile Apps/Website we see Artificial Intelligence (AI) and Machine Learning (ML) in use. The facial recognition on your phone, automated financial advisor who tells you how much and where to save your income, the recommendation system on Online shopping/Video Streaming/Food Delivery Apps, the Ticket confirmation probability on IRCTC, etc. all use AI and ML. The usage of AI and ML are much more behind-the-scenes than they are in front of us and are growing rapidly. AI and ML experts are collaborating with Doctors for better diagnosis, with pharmacists to formulate better drugs, with scientists to understand the behaviour of climate, with historians to recreate the historical times.

These are THE future of technology. No matter what field you choose, you will come across extensive use of software and computers in them. It is one thing to know how to use them, and it is a different thing to know how to build them. Computer Scientists get to work with the most varied set of people across different domains. Because of this they gain deep insights into different fields which help them excel in those fields as well.

There are plenty of job opportunities for CSE/CS-CS/CSE-AI+ML professionals in the country and abroad, in government organizations to private ones. Most importantly this is one field where you can create your own start-up/business with a brilliant idea backed by a great execution plan and a laptop!

  • Custom Software Development Engineers, Designers and Architects
  • Software Services Development and Maintenance Engineers, Designers and Architects
  • Packaged Software Development Engineers, Designers and Architects
  • System Software Development Engineers, Designers and Architects
  • Website Design & development Engineers, Designers and Architects
  • Mobile App Design & Development Engineers, Designers and Architects
  • Software testing and Quality Assurance Engineers
  • Cyber and IT Security Engineers and Architects
  • Data Analysts, Data Scientists, Data Visualizers
  • AI & ML Engineers, Designers and Architects
  • Consultancy
  • Academics and Research

During the four year course of B.Tech in Food Technology candidates study various areas such as:

  • In CSE/CS-CS/CSE-AI+ML common courses related to:
    • SOperating System
    • Computer Organization & Architecture
    • Database Management Systems
    • Programming Languages – C/C++/Java/C#/Python
    • Computer Networks
    • Compiler Construction
    • Encryption, Coding and Security
    • Entrepreneurship
  • In CS-Cyber Security, additional courses on
    • Network Security
    • Security Audits
    • Security Practices & Loopholes
    • Enterprise Security
    • Encryption techniques and how to break them
    • Security Breaches and IT Laws
  • In CSE-Artificial Intelligence & Machine Learning, additional courses on
    • Statistics & Data Science
    • Decision Making under uncertainty
    • Signal Processing – Facial / Voice / Bio-metric recognition
    • Pattern recognition and detection
    • Data visualization and Summarization

Close to 40% of the time involves practical sessions through Laboratory practical, Summer Industrial trainings (30-45 days), Industrial Project Internships (4-6 months), Industrial visits, workshops, conferences etc.

The Department of Computer Science provides knowledge and training in the field of CSE/CSE-CS/CSE-AI+ML, to meet the requirements of technical manpower at various levels by implementing the concepts of modular systems in technical education. Salient Features of the Department are:

  • The department has academic tie-up, through the School of Engineering & Technology, with Cyber Cure Technologies for Cyber Security Course and Trainings.
  • The department has academic tie-up, through the School of Engineering & Technology, with Samatrix AI for AI & ML Course and Trainings.
  • The department has dedicated laboratories for Operating System labs, DBMS lab, AI & Ml Lab, Networking & Cyber Security Lab, and Mobile App Development lab to provide hands- on practical training to the students
  • The PC to student ratio is 1:1, with high-speed gigabit Internet supported by national Knowledge Network
  • Job-oriented four to six months Industrial Project/ Internship in the final semester of the programme
  • The Digital India mission of the Government of India along with booming start-up space provide excellent job opportunities to the B.Tech. CSE/CSE-CS/CSE-AI+ML graduates
  • Regular Industrial visits/ Tours for better correlation of theoretical concepts with real life work situations (e.g. HCL, Infosys, Parle, Rajasthan TechnoHub, Dot Squares, etc.)
  • Industry oriented syllabus
  • Regular Workshops and Guest Lectures to consolidate and update students knowledge
  • Good Placement record
  • Strong Alumni Links and Support

Yes, following are the cutting edge laboratories available in Department.

  • C/C++ Programming Lab
  • Java/Python Programming Lab
  • Web design & Development Lab
  • RDBMS Lab
  • Operating System Lab
  • Microprocessor & Compiler Lab
  • Electronic Devices & Circuits Lab
  • Mobile Add Development Lab
  • Network & Security Lab
  • AI & ML Labs

The major IT Companies such as TCS, Amazon, Microsoft, Infosys, Wipro, HCL, Capgemini, Cognizant, Intecons, Adobe, Google, Flipkart, GoIbibo, Bank of America-ML, Deutche Bank, etc. have students from JNU at various functional and managerial levels.

Choice based credit system. (Semester wise pattern)

Yes, all the faculty members are highly qualified with rich Industry and academic experienced in their respective fields.

Yes, class wise teacher are allotted to mentor and advise students under mentor-mentee program

Yes, the Department of CSE has a thriving Alumni network that is very active and supports in better placements opportunities. We also organize Alumni speaker sessions, industrial tours and trainings etc.

NO. Anyone can take direct admission on the basis of JNU entrance exam JNU-JEST 2020. This test is optional it you have taken JEE.

No. PCM is mandatory.