Computer Science and Engineering (AI ML)

Curriculum

DURATION:
4 Years

B.E in Computer Science & Engineering is a four years undergraduate course, designed to enable students to build intelligent machines or applications with a cutting-edge combination of Artificial Intelligence, Machine learning and Deep Learning technologies after equipping them with the basic fundamentals of Computer Science and Engineering.

Specialisation:  Artificial Intelligence & Machine Learning (AL & ML) 

Program Objective

To enable students to provide solutions to scientific, technological and complex real world problems. To inculcate an ability to design intelligent systems using AI and ML techniques in wide variety to domains to cater the need of society. To instil multidisciplinary approach of design and development.

Program Highlights

Programming for problem – solving

  • Data Structures
  • Computer Architecture
  • Operating Systems
  • Algorithms
  • Computer Networks
  • Database Management Systems
  • Compiler Design

Specialized technical courses covered:

  • Artificial Intelligence
  • Machine learning
  • Deep Learning
  • Natural Language processing
  • Data Analytics and Visualization
  • Image and video processing
  • Computer vision
  • Internet of things

Courses on advanced techniques and application domains:

  • Information Retrieval
  • Biomedical Image Processing
  • Social network Analysis
  • Cyber Security Intelligence
  • Reinforcement learning
  • Cloud computing
  • Big data Analytics
  • Robotics
  • Game theory
  • Cognitive systems
  • Soft Computing

AI and ML in data science ecosystem

  • Real-world use cases of ML implementation for maximizing business results

Human and ethical aspects covered:

  • Cyber laws and Ethics in IT
  • Environment Sciences
  • Business Communication for Engineers
  • Indian Traditional Knowledge
  • One full semester industry internship for final year students.

Opportunities/Prospects

This Programme aims to bridge the demands of the industry and to produce high-end and skill-oriented AI scientists and engineers for the betterment of society. The jobs in AI include Soft analysts and developers, computer scientists and computer engineers, AI Algorithm specialists, research scientists, AI & ML engineers, Business Intelligence developers, Machine Learning and Artificial Intelligence Scientists, AI Software engineers etc.

Faculty

– Dr. Shailendra S. Aote

Department of Computer Science and Engineering