Master of Computer Application (MCA)- Artificial Intelligence and Machine Learning

DETAILS

In our Master of Computer Application (MCA) with specialisation in Artificial Intelligence and Machine Learning course, apart from essential concepts such as data structures, algorithms, OOPS concepts using Java and python, databases, software engineering and design processes. Students will also obtain an in-depth knowledge of machine learning and artificial intelligence by implementing relevant real-world problems in a wide variety of application domains such as robotics, computer vision, natural language processing, etc. Students will be experienced in machine learning pipeline, data models, algorithms, and empirics.

Duration of Program

2 years (4 Semesters)

Seats

35*

DESIGN YOUR OWN DEGREE


upes

UPES’ curriculum framework is holistic in its overall structure and yet focuses on the individual need of the student to discover, experience, explore and challenge. Along with the core subject, students have the option to choose from subject-focused specialisations. They are also allowed to choose minor/exploratory subject from other schools at UPES that are: School of Engineering, School of Computer Science, School of Law, School of Business, School of Health Sciences, School of Design, School of Modern Media, and School of Liberal Studies.

Further, based on the multifaceted needs of the global workplace and evolving lifestyles, the curriculum offers Signature and Life-Skills courses through School for Life. To round off this learning experience, students are required to do mandatory internships in the social sector, government/public sector, and industry. The combinations available for students to pick and choose from are endless, ensuring both depth and width of knowledge.

Details
  • Business Intelligence Developer
  • Machine Learning Engineer
  • Data Scientist
  • Expert System Developer
  • AI Developer/Consultant

50% in 10th, 12th and 50 % in graduation in relevant subject

SEMESTER I

 

Subject Code Subject Credits
  Python Programming 3
  Web Technologies Through PHP 3
  Software Engineering and Project Management 3
  Business Communication and Ethics 3
  Domain Elective-1 3
  Social Internship 1
     
PRACTICAL    
  Python Programming Lab 2
  Web Technologies Through PHP Lab 1
     
     
  TOTAL 19

 

  

SEMESTER II

 

Subject Code Subject Credits
  Data Base Management Systems 3
  Operating Systems 4
  Object-Oriented Analysis and Design Using UML 3
  Venture Ideation and Enterprenureship 2
  Domain Elective-2 3
  Domain Elective-3 3
  Java Programming *1 3
PRACTICAL    
  DBMS Lab 1
  Domain Elective-2 Lab 1
  Java Programming Lab 2
  Object-Oriented Analysis and Design Using UML Lab 1
  TOTAL 26

 

  

SEMESTER III

 

Subject Code Subject Credits
  Modeling and simulation 3
  Computer Networks 3
  Domain Elective-4 3
  Domain Elective-5 3
  Domain Elective-6 3
  Computer Graphics 3
PRACTICAL    
  Domain Elective-5 Lab 1
  Domain Project 4
  TOTAL 23

 

  

SEMESTER IV

 

Subject Code Subject Credits
     
PRACTICAL    
  Full time Industry Project and Seminar 20
     
  TOTAL 20

 

  

Semester-I Domain Elective-1 3
  Problem Domains of AI *5  
Semester-II Domain Elective-2 3+1
  Soft Computing  
Semester-II Domain Elective-3 3
  Knowledge Engineering and Expert Systems  
Semester-III Domain Elective-4 3
  Machine Learning - Using Data for Artificial Intelligence  
Semester-III Domain Elective-5 3+1
  Deep learning and ANN  
Semester-III Domain Elective-6 3
  Natural language Processing  
  Game Theory and Heuristics  
  Image Processing and Machine Vision  
  Information retrieval  
  Data Visualization  
  Biometric processing  
  Business Analytics and Optimization  
  Agent based Intelligent Systems  

Details

Career Prospects
  • Business Intelligence Developer
  • Machine Learning Engineer
  • Data Scientist
  • Expert System Developer
  • AI Developer/Consultant
Eligibility

50% in 10th, 12th and 50 % in graduation in relevant subject

Curriculum

SEMESTER I

 

Subject Code Subject Credits
  Python Programming 3
  Web Technologies Through PHP 3
  Software Engineering and Project Management 3
  Business Communication and Ethics 3
  Domain Elective-1 3
  Social Internship 1
     
PRACTICAL    
  Python Programming Lab 2
  Web Technologies Through PHP Lab 1
     
     
  TOTAL 19

 

  

SEMESTER II

 

Subject Code Subject Credits
  Data Base Management Systems 3
  Operating Systems 4
  Object-Oriented Analysis and Design Using UML 3
  Venture Ideation and Enterprenureship 2
  Domain Elective-2 3
  Domain Elective-3 3
  Java Programming *1 3
PRACTICAL    
  DBMS Lab 1
  Domain Elective-2 Lab 1
  Java Programming Lab 2
  Object-Oriented Analysis and Design Using UML Lab 1
  TOTAL 26

 

  

SEMESTER III

 

Subject Code Subject Credits
  Modeling and simulation 3
  Computer Networks 3
  Domain Elective-4 3
  Domain Elective-5 3
  Domain Elective-6 3
  Computer Graphics 3
PRACTICAL    
  Domain Elective-5 Lab 1
  Domain Project 4
  TOTAL 23

 

  

SEMESTER IV

 

Subject Code Subject Credits
     
PRACTICAL    
  Full time Industry Project and Seminar 20
     
  TOTAL 20

 

  

Semester-I Domain Elective-1 3
  Problem Domains of AI *5  
Semester-II Domain Elective-2 3+1
  Soft Computing  
Semester-II Domain Elective-3 3
  Knowledge Engineering and Expert Systems  
Semester-III Domain Elective-4 3
  Machine Learning - Using Data for Artificial Intelligence  
Semester-III Domain Elective-5 3+1
  Deep learning and ANN  
Semester-III Domain Elective-6 3
  Natural language Processing  
  Game Theory and Heuristics  
  Image Processing and Machine Vision  
  Information retrieval  
  Data Visualization  
  Biometric processing  
  Business Analytics and Optimization  
  Agent based Intelligent Systems  

Entrance Test

Personal Interview

Enquiry Form