Computer Science & Engineering with Artificial Intelligence and Machine Learning

Introduction

The world of Computer Science and Engineering (CSE) has been significantly impacted by the advent of Artificial Intelligence (AI) and Machine Learning (ML). CSE with AI & ML is a rapidly growing field that’s driving innovation in various sectors, from healthcare and finance to transportation and entertainment.

Combination of CSE with AI & ML, essentially talking about integrating the principles, algorithms, and techniques of artificial intelligence and machine learning into the domain of computer science and engineering. AI and ML are integral components of the modern CSE world, driving innovation, transforming industries, and shaping the way we interact with technology.

Course Information

DURATION 4 years
PROGRAMME TYPE UG
COURSE APPROVED BY AICTE
DEGREE AWARDED BY MAKAUT

Infrastructure

Physical Infrastructure

  • Multimedia classrooms with projectors and smart boards
  • High end computer labs with advanced software
  • Wi-Fi enabled campus with High-speed internet connectivity
  • Library with a huge collection of books, journals, and online resources
  • Seminar room with conferencing facilities for guest lecture

Technical Infrastructure

  • Artificial Intelligence Lab : GPU-stimulated servers for Artificial Intelligence (AI) and Machine Learning (ML) workloads
  • Machine Learning Applications lab : Specialized hardware like TPUs (Tensor Processing Units) or FPGAs (Field-Programmable Gate Arrays)
  • Virtual Reality (VR) and Augmented Reality (AR) apparatus along with Robotics and IoT devices
  • Programming languages like Python, Java, C++, or R
  • AI/ML frameworks like TensorFlow, PyTorch, or Keras
  • Deep learning softwares like OpenCV, scikit-learn, or Theano
  • Data science apparatus like Jupyter Notebooks, Apache Spark, or Hadoop
  • Cloud computing platforms like AWS, Google Cloud, or Azure

Library Resources

  • E-books and online journals on computer science and related topics
  • Access to online courses and certification programs
  • Software development kits and application programming interfaces
  • Collection of Case study and industry reports on modern computer technologies

Faculty and Research

  • Experienced faculty along with guest faculty with industry expertise
  • Industry collaboration for shared research and projects
  • Guidance programs with Industry Linkage

Student Facilities

  • Professional training, counseling and placement assistance
  • Scope of Internship and industry oriented project
  • Various clubs and extracurricular activities
  • AI & ML

Syllabus

Semester 1

Theory

  • Physics
  • Mathematics
  • Basic Electrical Engineering

Practical

  • Physics Laboratory
  • Basic Electrical Engineering Laboratory
  • Workshop / Manufacturing Practices

Semester 2

Theory

  • Chemistry
  • Mathematics
  • Programming for Problem Solving
  • English

Practical

  • Chemistry Laboratory
  • Programming for Problem Solving
  • Engineering Graphics & Design
  • Language Laboratory

Semester 3

Theory

  • Analog and Digital Electronics
  • Data Structure & Algorithms
  • Computer Organization
  • Linear Algebra
  • Economics for Engineers

Practical

  • Data Structure & Algorithms Lab
  • Analog and Digital Electronics Lab
  • Computer Organization
  • IT Workshop

Semester 4

Theory

  • Discrete Mathematics
  • Artificial Intelligence
  • Optimization Techniques
  • Design and Analysis of Algorithm
  • Biology
  • Environmental Science

Practical

  • Artificial Intelligence Lab
  • Design and Analysis of Algorithm Lab
  • Python II / R Programming Language Lab

Semester 5

Theory

  • Probability and Statistics
  • Operating System
  • Object Oriented Programming
  • Introduction to Machine Learning
  • Introduction toIndustrial Management
  • Cloud Computing / Pattern Recognition / Graph Theory

Practical

  • Operating System Lab
  • Object Oriented Programming & Java Lab
  • Machine Learning Lab

Semester 6

Theory

  • Machine Learning Applications
  • Deep Learning
  • Soft Computing
  • Computer Networks
  • Big Data Analytics / Data Mining / Distributed System / Game Theory
  • Database Management System/Human Computer Interaction / Neural Network / Cryptography andNetwork Security

Practical

  • Machine Learning Applications lab
  • Soft Computing Lab
  • Computer Networks Lab

Semester 7

  • Social NetworkAnalysis / Computer Vision / Quantum Computing / Multi Agent Intelligent System
  • Ecommerce andERP / Information Theory and Coding/Computer Aided Design / Digital SignalProcessing
  • Internet of Things / Bio Informatics / Robotics Compiler Design
  • Project Management and Entrepreneurship

Semester 8

  • Natural language Processing / Cyber Law and Ethics / Mobile Computing
  • Economic Policiesin India / Microelectronicsand VLSI / Software Engineering
  • Organization Behaviour/ Research Methodology / Soft skill and Interpersonal Communication

Download Detailed Syllabus

Events and Activities

Faculty Profile

Career Prospect

The career prospects for individuals with expertise in Computer Science Engineering (CSE) coupled with Artificial Intelligence (AI) and Machine Learning (ML) are exceptionally promising.

  1. High Demand: AI and ML have permeated virtually every industry, from healthcare to finance, from manufacturing to entertainment. As companies increasingly adopt AI-driven solutions to enhance efficiency, improve decision-making, and innovate, the demand for professionals with expertise in CSE, AI, and ML continues to rise.
  2. Diverse Opportunities: With a background in CSE augmented by AI and ML skills, you’ll have a wide array of career opportunities to explore. You could work as a machine learning engineer, data scientist, AI researcher, software engineer specializing in AI, robotics engineer, or even in roles like AI ethics consultant or AI product manager.
  3. Competitive Salaries: Due to the high demand and specialized skill set, professionals with expertise in AI and ML command competitive salaries. Companies are willing to offer attractive compensation packages to attract and retain top talent in this field.
  4. Innovation and Impact: Working at the intersection of CSE, AI, and ML allows you to be at the forefront of technological innovation. Whether you’re developing autonomous vehicles, creating personalized healthcare solutions, or enhancing cybersecurity systems, your work can have a significant impact on society.
  5. Continuous Learning: AI and ML are rapidly evolving fields, which means there’s always something new to learn. This dynamic environment fosters a culture of continuous learning and professional growth, keeping your skills relevant and ensuring that you remain at the cutting edge of technology.
  6. Global Opportunities: The demand for AI and ML expertise is not limited by geographic boundaries. Whether you aspire to work for tech giants in Silicon Valley, leading research institutions in Europe, or emerging startups in Asia, there are opportunities available worldwide.
  7. Entrepreneurial Ventures: Armed with expertise in CSE, AI, and ML, you could also choose to embark on entrepreneurial ventures. Whether you’re launching a tech startup focused on AI-driven products or providing consulting services to businesses looking to integrate AI into their operations, the possibilities are endless.

Placement / Internship

Admission

For attractive scholarship details call +91 81005 00600

Eligibility

Eligibility Criteria 2024-25

  1. Valid rank in WBJEE or JEE (Main) 2024.
  2. 10+2 Board Exam – 45% aggregate in Physics, Mathematics along with Chemistry / Biology / Biotechnology / Computer Science / Information Technology /Information Practices / Engineering Graphics/ Business Studies. Candidates must clear Theory & Practical examination. 40% marks in case of candidates of SC/ST/OBC in the above subjects taken together.
  3. Passed in English

# The lower age limit is 17 (seventeen) years as on 31.12.2024

# No upper age limit.

Admission Procedure

Academic Session 2024-25

The candidate can take admission via WBJEEB Counselling process or can come to college directly for admission.

For WBJEEB Counselling:

  • After publication the counseling notification of WBJEE, students have to register for e-counseling process, to the portal of West Bengal Joint Entrance Examination Board (wbjeeb.nic.in).
  • Students have to fill their choice of streams and as well as institute. Students will get their allotment of seat according to the choice filled.
  • After getting the allotment, students need to report to the reporting centre (list given in the WBJEE portal).
  • After reporting to the reporting centre, students report to the respective institute for taking admission.
  • Students, who are intended to take direct admission, contact office to the institution.

Fee Structure

Fee Structure for B.Tech. 2024-25*

Semester* I II III IV V VI VII VIII Total
Amount Payable
Admission Fees 5,000 0 0 0 0 0 0 0 5,000
Tuition Fees 55,000 55,000 55,000 55,000 55,000 55,000 55,000 55,000 440,000
Library Fee 750 750 750 750 750 750 750 750 6,000
Students Activity 500 500 500 500 500 500 500 500 4,000
Refundable Caution Deposit 5,000 0 0 0 0 0 0 0 5,000
Total 66,250 56,250 56,250 56,250 56,250 56,250 56,250 56,250 460,000

*As per No: 466-Edn-(T)/l0M -0412004 (Part IV) Date: 16.10.2023
Semester I, III, V, VII covers period July to December & Semester II, IV, VI, VIII covers period January to June.

  • MAKAUT Fee (Registration, Student Development, Examination etc.) is to be paid separately, as applicable.
  • Tuition Fee & other fees are subject to revision by the Fee Structure Committee, Govt. of West Bengal / MAKAUT.
  • Fee (without late fine) needs to be paid semester wise, within 10th of the first month of the semester. Late payment of fees will cause payment of the late fine and such other action as may deemed appropriate by the suitable authority
  • Transport Fee will be charged extra in accordance with distance travelled.
  • Uniform Fee will have to be paid extra to the uniform supplier.
  • Transport / Hostel Facility can be availed subject to availability

Please click here for more details

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