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MCA in AI and ML: Syllabus, Eligibility, Top Colleges, Salary and Scope 2027

Urvashi Khandelwal•Updated on Tue Nov 03 2026
5 min read•15.9K+ views
MCA in AI and ML: Syllabus, Eligibility, Top Colleges, Salary and Scope 2027
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Quick Overview: The MCA in Artificial Intelligence and Machine Learning is one of the emerging 2-year PG courses in today’s time, as the industry shifts towards generative AI, LLMs, and autonomous systems. This blog will brief you about the MCA in AI and ML program, including its key details such as eligibility criteria, top colleges, career opportunities, and average package.

Key Takeaways

  • Program Duration: 2-year
  • Average Total Fees: ₹20,000 to ₹10,00,000
  • Career Scope: AI Engineer, Data Scientist, and NLP Engineer.
  • Average Package: ₹3 LPA - ₹12 LPA
  • Top Colleges: CMR University, Bennett University, and Sharda University.

What is MCA in AI and ML?

The Master of Computer Applications (MCA) in AI and ML is a 2-year course that provides learners with a strong foundation and practical experience in artificial intelligence and machine learning. Through experiential learning, this course prepares learners to become industry professionals who can handle the difficulties of modern technologies and develop intelligent applications.

In 2027, this course will help you explore career opportunities in prominent software companies, IT services, finance, and AI startups. It will also assist you in developing cutting-edge skills, such as AI, ML, NLP, computer vision, and data analytics.

Why Pursue MCA in AI and ML?

Here are some of the reasons that you can consider pursuing an MCA in Machine Learning and Artificial Intelligence:

  • Diverse Career Opportunities: The career scope of this course is wide. You can explore career paths, such as AI engineer, data scientist, and NLP engineer.
  • Growing Industry Demand: Industries like finance, healthcare, e-commerce, and logistics are rapidly adopting AI & ML technologies, increasing demand for AI & ML professionals.
  • Industry-relevant Skills: Pursuing this program will lead you to develop several industry-relevant skills, including AI, ML, NLP, computer vision, and data analytics.

Average Fees of the MCA in AI and ML

MCA in AI and ML fees vary from college to college. The table below includes the average fees based on the type of institution:

Type of Institution Total Average Fee
Government Universities / Colleges ₹20,000 to ₹1,00,000
Private Institutes / Universities ₹1,50,000 to ₹10,00,000
Online Institutions ₹30,000 to ₹2,00,000
Also Read: https://www.collegesathi.com/blogs/online-mca-fees-in-india

MCA in AI and ML: Eligibility Criteria

Top colleges and universities in India may have different eligibility criteria for the Master of Computer Applications course in AI and ML. Check the specific university criteria in which you desire to get admission.

The common MCA in AI and ML eligibility requirements are mentioned below:

  • BCA, B.Sc in Computer Science / IT, B.Tech or any other equivalent UG degree.
  • Mathematics / Statistics in Class 12th or at the graduation level is required by some of the institutions.
  • A minimum of 50% or 60% marks in a UG degree is required, depending on the specific institute requirements.
  • A valid entrance examination score, if applicable, such as NIMCET, CUET PG, or equivalent, is required.

Semester-Wise MCA in AI and ML Syllabus: What You Will Study

The 2-year MCA in Artificial Intelligence and Machine Learning syllabus will brief you about the core computer applications with specialized training in data science, intelligent systems, and machine learning. The following table includes the semester-wise MCA in AI ML syllabus:

Semester 1 Semester 2
Programming with Python

Data Structures and Algorithms

Database Management Systems (DBMS)

Discrete Mathematics and Statistics

Computer Organization and Architecture

Operating Systems

Programming and Problem-Solving Lab

Artificial Intelligence Fundamentals

Machine Learning Techniques

Object-Oriented Programming

Software Engineering

Probability and Statistical Modelling

Data Mining and Data Analytics

Machine Learning Practical Lab

Semester 3 Semester 4
Advanced Machine Learning

Deep Learning and Neural Networks

Natural Language Processing (NLP)

Computer Vision

Big Data Analytics

Reinforcement Learning

Cloud Computing and AI Applications

AI and ML Project Lab

Generative Artificial Intelligence

Large Language Models (LLMs)

MLOps and Model Deployment

AI Ethics and Responsible AI

Advanced AI Applications

Research Methodology

Industry Internship

Major Project or Dissertation

Also Read: https://www.collegesathi.com/blogs/mca-syllabus-semester-wise

Career Scope After MCA in AI and ML with Salary

You will get several career options to explore after completing the Master of Computer Applications in AI & ML. The table below will help you learn about the average salary by job role:

Job Role Average Package
AI Engineer ₹5 LPA - ₹11 LPA
Data Scientist ₹4 LPA - ₹10 LPA
NLP Engineer ₹6 LPA - ₹12 LPA
Data Analyst ₹3 LPA - ₹7 LPA
Python Developer ₹3 LPA - ₹8 LPA
Computer Vision Engineer ₹5 LPA - ₹10 LPA
Machine Learning Engineer ₹6 LPA - ₹12 LPA

List of Top Colleges Offering MCA in AI and ML

The list of the MCA in AI and ML colleges & universities in India is as follows:

  • CMR University, Bangalore
  • Bennett University, Greater Noida
  • Sharda University, Greater Noida
  • K.R. Mangalam University, Gurgaon
  • CGC University, Mohali

Conclusion

MCA in AI and ML is a 4-semester master’s degree that is best suited for learners who are interested in building their career in artificial intelligence, machine learning, data science, and advanced computing technologies. This course will develop your industry-relevant skills, such as AI, ML, NLP, computer vision, and data analytics.

The job roles that you can explore after the MCA in AI and ML include AI engineer, data scientist, and NLP engineer. Also, you can secure an average package between ₹3 LPA and ₹12 LPA.

Frequently Asked Questions

Learners with a BCA, B.Sc in Computer Science / IT, B.Tech or any equivalent UG degree with Mathematics / Statistics in Class 12 th or at the graduation level can pursue. Also, a minimum of 50% to 60% is required in a UG degree, depending on the specific institute’s criteria.

The overall MCA in AI and ML fees range from ₹20,000 to ₹10,00,000.

The MCA in AI & ML is generally considered moderately challenging in comparison to the general MCA, as it requires a strong understanding of maths, statistics, and programming.

The average MCA in artificial intelligence and machine learning salary ranges from ₹3 LPA - ₹12 LPA.

Yes, you can explore several job options, such as AI engineer, NLP engineer, Python developer, and computer vision engineer after the Master of Computer Applications in Artificial Intelligence and Machine Learning.

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