Master of Computer Applications with Specialization
Artificial Intelligence and Machine Learning (Kochi)
Eligibility
The Applicant should have passed BCA / Bachelor Degree in Computer Science Engineering or equivalent Degree. OR passed B.Sc./ B.Com./ B.A. with Mathematics at l0+2 Level or Graduation Level (with additional bridge Courses as per the norms of the concerned University). Obtained at least 50 % marks (45 % marks in case of candidates belonging to reserved category) in the qualifying examination.
In addition to the above, the Applicant must pass both an entrance exam and a personal interview as per the University requirements.
Overview
The JAIN (Deemed-to-be University) Kochi’s Master of Computer Applications (MCA) with specialisation in Artificial Intelligence and Machine Learning is the future. As we move into an era of unprecedented data generation and digital transformation, the future of data analytics promises exciting developments and transformative impacts across various industries. The global artificial intelligence market size was valued at USD 65.48 billion in 2020 and is projected to reach USD 1,581.70 billion by 2030, growing at a CAGR of 38.0% from 2021 to 2030. The demand for real-time analytics will continue to grow. Organisations will increasingly rely on instant insights to make quick and informed decisions. This trend is particularly crucial in finance, healthcare, and e-commerce, where timely information is paramount.
As AI and machine learning models become more sophisticated, explainability will be increasingly emphasised. Understanding how AI arrives at specific conclusions or recommendations will be essential for building trust, meeting regulatory requirements, and ensuring the ethical use of AI in decision-making.
The future of data analytics holds immense potential for innovation and transformation for graduates of Computer Applications (MCA) college in Kochi. As technologies evolve and organisations embrace a data-centric mindset, the role of data analytics will continue to expand, driving strategic decision-making, operational efficiency, and competitiveness across diverse sectors.
|
Description |
2 years Post Graduate programme |
|
Award |
Master of Computer Application |
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No. of Credits |
128 minimum and as specified |
|
Eligibility |
As per University norms |
Study Campus
JAIN (Deemed-to-be University), Kochi
Knowledge Park, Nirmal Infopark
Kakkanad, Kochi - 682 042
Telephone : 0484 435 5555
Email : [email protected]
Curriculum Structure
- Data Structures
- Advanced Computer Networks
- Advanced Operating Systems
- Mathematical Foundation for Computer Applications
- Advanced Computer Architecture
- Data Structures Lab
- Advanced Computer Networks Lab
- Advanced Operating Systems Lab
- Advanced Software Engineering – D1
- Fundamentals of Cloud Computing – D1
- Essentials to Cyber Security – D1
- Artificial Intelligence – D1
- Stock Market Operations – G1
- Tourism Economics – G1
- Basics of Taxation – G1
- Data Structures Lab
- Advanced Computer Networks Lab
- Advanced Operating Systems Lab
- Advanced Database Management Systems
- Data structures with algorithms
- Artificial Intelligence
- Programming in Python
- Open Elective
- Advanced DBMS Lab
- Data structures with algorithms Lab
- Programming in Python Lab
- Research Publication I
- PCL – Project II
- Machine Learning
- Predictive Analytics and Data Visualization
- Inferential Statistics and Applied Logistic Regression
- Introduction to Big Data
- Cloud Computing and Virtualization / IOT
- Open Elective
- Machine Learning Lab
- Predictive Analytics and Data Visualization Lab
- PCL – Project III
- Deep Learning
- Natural Language Processing / Computer Vision
- Web Technology / NoSQL
- Research Publication II
- Project / Internship
Course Highlights
- Enhance programming, analytical, and logical thinking skills.
- Develop computational knowledge and project development skills for AI & ML problem-solving.
- Qualify for employment, higher studies, and research in AI and Data Science with ethical values.
- Foster teamwork in a multidisciplinary environment with a focus on lifelong learning and social awareness.
- Apply fundamentals, specialisations, mathematics, and domain knowledge to problem-solving and computing model creation.
- Analyse, formulate, design, and solve complex computing problems using mathematical principles and domain expertise.
- Construct and implement solutions to computing problems while evaluating adherence to specifications.
Career Outcomes
The current job market for AI-ML professionals is highly promising, with a significant rise in AI start-ups in India. Graduates of This trend is expected to continue, offering abundant career opportunities. A recent search on LinkedIn for "artificial intelligence" jobs yielded over 45,000 results across various companies. Graduates from Computer Applications (MCA) college in Kochi explore diverse career paths, including:
- AI & ML Engineer/Developer
- AI Analyst/Specialist
- Business Intelligence (BI) Developer
- Machine Learning Designer
- Data Architect
- Research Scientist
- NLP Engineer