MCA in Machine Learning & AI: Syllabus, Eligibility, Course Details, Jobs & Salary

The world of technology is rapidly advancing, and with it comes a growing demand for professionals who possess the knowledge and skills to harness the power of artificial intelligence and machine learning. In this era of digital transformation, an MCA degree has emerged as a gateway to a promising career in the realm of Machine Learning & AI. 

Whether you are an aspiring student or a professional looking to upskill, this comprehensive guide will provide you with valuable insights into the exciting world of MCA in Machine Learning & AI.

What is Machine Learning and AI?

• Machine Learning and AI (Artificial Intelligence) are two closely related fields in computer science that deal with the development of intelligent systems capable of performing tasks that typically require human intelligence.
• Machine Learning is a subfield of AI that focuses on developing algorithms and models that allow computers to learn and make predictions or decisions based on data, without being explicitly programmed.
• It involves creating mathematical models and algorithms that can analyse and interpret large amounts of data to find patterns, make predictions, or take action.
• Artificial Intelligence (AI) is a broader field that encompasses Machine Learning and other approaches to create intelligent systems. 
• AI aims to develop machines or software that can mimic or simulate human intelligence and perform tasks

MCA in Machine Learning and AI

• MCA in Machine Learning and AI is a two-year specialised MCA program with average fees ranging anywhere from ₹ 1 Lakh - ₹5 Lakhs. 
• It is designed to cater to the growing demand for professionals who can effectively harness the power of these technologies in various industries.
• This MCA program also emphasises practical training and hands-on projects to provide students with real-world experience and enhance their problem-solving skills.
• Due to the high demand and specialized skills required, professionals in this field can expect competitive salary packages and excellent growth opportunities.

Eligibility for MCA in Machine Learning and AI

The admission process of MCA programs requires the given below eligibility criteria. Students should keep these points in mind before applying for the MCA program.

• Candidates should have a bachelor's degree in a relevant field of study, typically a Bachelor of Computer Application or BCA degree.
• Candidates must meet the minimum academic requirements, which is generally, 50% to 60% in the undergraduate degree.
• For admission to a few universities and institutes students are required to clear some top MCA entrance exams.
• Candidates must achieve a minimum cut-off score in the entrance exam to be eligible for admission. The cut-off scores can vary each year and are determined by the respective institutions.

Syllabus for MCA in Machine Learning and AI

The syllabus for MCA in Machine Learning and AI may vary slightly depending on the institution offering the program. However, here is a general outline of the topics and subjects commonly covered in the curriculum:

• Programming and Data Structures
• Database Management Systems
• Object-Oriented Programming
• Operating Systems
• Computer Networks
• Discrete Mathematics
• Data Science and Analytics
• Machine Learning
• Artificial Intelligence
• Deep Learning
• Natural Language Processing
• Big Data Analytics
• Cloud Computing
• Project Work

Jobs after MCA in Machine Learning and AI

After completing an MCA degree with a specialisation in Machine Learning and AI, you can pursue various job roles in the field. Here are some potential career paths:

Job Roles	Job Description	Average Salary
Machine Learning Engineer	You will be responsible for developing, implementing, and maintaining machine learning models and algorithms.	₹6.2 LPA
AI Research Scientist	You will be responsible for pushing the boundaries of AI by developing new algorithms, conducting experiments, and contributing to academic or industrial research projects.	₹9 LPA
AI Consultant	You will be responsible for providing expert advice and guidance to organisations on implementing AI and machine learning solutions.	₹10.2 LPA
Natural Language Processing (NLP) Engineer	You will be responsible for developing algorithms and models to understand and process human language.	₹9.5 LPA
Computer Vision Engineer	You will be responsible for developing algorithms and systems that can interpret and understand visual data, such as images and videos.	₹7 LPA
AI Product Manager	You will be responsible for the development and deployment of AI-powered products and services.	₹26 LPA

Top Recruiters for Machine Learning and AI

The field of Machine Learning and AI has seen significant growth in recent years, and several companies across various industries are actively recruiting professionals in this domain. Here are some top recruiters for Machine Learning and AI:

• Google 
• Microsoft
• Amazon
• IBM
• Apple
• Intel
• Uber

Conclusion

Pursuing an MCA in Machine Learning & AI offers a rewarding and lucrative career path in the ever-evolving field of technology. You can apply for the MCA programme at Sunstone if you plan to pursue an MCA postgraduate degree. You receive a lot of advantages that will help you develop your career. 70+ training and development sessions by top recruiters and industry experts, learn from expert guest faculty who are ex-IIMs and IITs, 50+ guaranteed job interviews with Placement Protection Plan, a capstone project to work on every semester, helps in building a professional portfolio that improves your chances of getting hired, 70% more job opportunities in metropolitan cities and many more benefits you get if you apply with Sunstone. 

 FAQs - MCA in Machine Learning & AI

Can I get a decent job if I pursue a full-time course from college powered by Sunstone?

Yes, if you choose colleges powered by Sunstone, you will have access to 50+ assured job interviews with MNCs

Which are the top 5 colleges powered by Sunstone for the MCA program?

You can pursue MCA courses from colleges powered by Sunstone. Some of the best colleges in India for data science are:

• Ajeenkya DY Patil University
• G.D Goenka University
• JECRC University
• Chaitanya Deemed to be University
• Shri Ramswaroop Memorial University