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AI/ML
● Specialization ★ Featured Postgraduate

AI/ML

Artificial Intelligence (AI) and Machine Learning (ML) form a hierarchical relationship where AI is the broad scientific field of building human-like systems, and ML is its core data-driven subset.

About AI/ML

Artificial Intelligence

Artificial Intelligence is the overarching discipline of creating systems that mimic human cognitive functions, reasoning, and problem-solving through various methods, including rigid rule-based logic and adaptive learning.

Machine Learning 

Machine Learning is a specialized subfield of AI focused on statistical algorithms that allow computers to find patterns in training data and make predictions without being explicitly programmed.

Deep Learning is a deeper subset of machine learning that utilizes multi-layered artificial neural networks to automatically process complex, unstructured data like images and raw text.

Generative AI is an advanced class of deep learning powered by Large Language Models (LLMs) that dynamically generate novel text, images, and media.

 

Program Admissions

Eligibility & Admission

Requirements are set at the course level for Master of Computer Applications (MCA).

Level Postgraduate Duration 2 Years Offered by 18 Universities

Who can apply

  • Bachelor's degree from a recognized university is required.
  • Mathematics or Computer Science at graduation or 10+2 level is preferred.
  • Final-year students can apply as per university rules.

How admission works

  1. 1Check eligibility and shortlist your universities.
  2. 2Fill the online application form.
  3. 3Submit the required documents.
  4. 4Appear for the entrance exam or merit review, if the university needs one.
  5. 5Pay the fees and confirm your seat.
Academic Foundation

Curriculum & Core Subjects

Key subjects covered within the Master of Computer Applications (MCA) curriculum associated with this specialization.

10 subjects
Advanced Data Structures & Algorithms
Advanced Database Management Systems
Software Engineering
Web Technologies
Cloud Computing
Artificial Intelligence & Machine Learning
Computer Networks & Cyber Security
Programming with Java / Python
Mobile Application Development
Major Project
Professional Scope

Career Scope & Opportunities

Roles this specialization can lead to.

Machine Learning Engineer

Designs, builds, and deploys predictive and machine learning models into production systems.

Data Scientist

Analyzes complex, large-scale datasets to discover hidden business insights and patterns.

MLOps Engineer

Automates workflows and manages the deployment, monitoring, and scaling of AI models.

Generative AI Specialist

Builds applications using Large Language Models (LLMs), RAG (Retrieval-Augmented Generation), and custom AI agents.

AI Product Manager

Connects technical AI development teams with overarching business goals.

Partner Institutions

Universities Offering AI/ML

Explore universities where you can find programs related to this specialization.

Amity University Jaipur banner

Amity University Jaipur

📍 Jaipur, Rajasthan
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Jodhpur National University banner

Jodhpur National University

📍 Jodhpur, Rajasthan
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Manipal University Jaipur banner

Manipal University Jaipur

📍 Jaipur, Rajasthan
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Amity University Noida banner

Amity University Noida

📍 Noida, Uttar Pradesh
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JECRC University banner

JECRC University

📍 Jaipur, Rajasthan
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Poornima University banner

Poornima University

📍 Jaipur, Rajasthan
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Sharda University banner

Sharda University

📍 Greater Noida, Uttar Pradesh
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Chandigarh University banner

Chandigarh University

📍 Mohali, Punjab
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JK Lakshmipat University banner

JK Lakshmipat University

📍 Jaipur, Rajasthan
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Vellore Institute of Technology banner

Vellore Institute of Technology

📍 Vellore, Tamil Nadu
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SVKM's Narsee Monjee Institute of Management Studies (NMIMS) banner

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

📍 Mumbai, Maharashtra
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Amrita Vishwa Vidyapeetham banner

Amrita Vishwa Vidyapeetham

📍 Coimbatore, Tamil Nadu
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Manipal Academy of Higher Education banner

Manipal Academy of Higher Education

📍 Manipal, Karnataka
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Chitkara University banner

Chitkara University

📍 Rajpura, Punjab
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Lovely Professional University banner

Lovely Professional University

📍 Phagwara, Punjab
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CHRIST banner

CHRIST

📍 Bengaluru, Karnataka
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University of Petroleum and Energy Studies (UPES) banner

University of Petroleum and Energy Studies (UPES)

📍 Dehradun, Uttarakhand
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JAIN (Deemed-to-be University) banner

JAIN (Deemed-to-be University)

📍 Bengaluru, Karnataka
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Common Inquiries

Frequently Asked Questions

Clear answers to key questions about this specialization and program.

Can't find your answer?

Our team replies to every query personally.

What is the eligibility for an MCA course?

Candidates who have completed a bachelor's degree from a recognized university can apply for an MCA course. Mathematics or Computer Science background may be preferred depending on the university's admission requirements.

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