IGNOU MCA In Machine Learning
(Online & Distance MCA In Machine Learning from IGNOU)
The Online Master of Computer Application (MCA) in Machine Learning (ML) is a postgraduate-level program. It focuses on making computer systems more efficient with the use of complex algorithms and statistical models. An online MCA in Machine Learning program’s course material often includes subjects like data analysis, statistical modeling, machine learning algorithms, deep learning, neural networks, natural language processing, computer vision, and data mining. Graduates of an online MCA in a Machine Learning program have a variety of employment options available to them, such as machine learning engineer, data scientist, data analyst, software developer, artificial intelligence engineer, and more.
- DURATION: 2 years (24 months)
- Fees Per Year: 25,000/-
- Total Fees: 50,000/-
- Last date of admission: 15th July, 2025
Admission Open for the July, 2025 session for the notified programmes offered in ODL and Online modes on the Samarth Portal.
@OfficialIGNOU https://ignouadmission.samarth.edu.in (ODL) https://ignouiop.samarth.edu.in (Online mode) The last date to apply is July 15th, 2025. Read more about the same here.
The admissions for IGNOU’s online and distance MCA programs for the July 2025 registration session has started and The last date to apply for the online and ODL MCA programme is 15th July 2025.
IGNOU ranked Number #1 in the “Open University” category in the 2024 NIRF India Ranking.
IGNOU has accredited with an A++ grade by the National Assessment and Accreditation Council (NAAC).
IGNOU MCA In Machine Learning Course Overview
The IGNOU MCA in Machine Learning program is designed for learners who want to specialize in cutting-edge machine learning technologies while benefiting from the flexibility and affordability of online education. The course builds a solid foundation in computing and mathematics, with focused training in algorithms, predictive modeling, neural networks, and AI applications—preparing students for advanced roles in data-driven industries.
Here are some highlights of IGNOU MCA In Machine Learning
– Applicants must hold a Bachelor’s degree in Computer Science, IT, Mathematics, or a related field, with at least 50% marks from a recognized university.
– The program duration is two years, with a maximum extension of up to four years, as per IGNOU norms.
– The Online MCA in Machine Learning is organized across four semesters, each lasting six months.
– Machine Learning specialization opens doors to careers in ML Engineering, Predictive Analytics, AI Application Development, Data Science, and Intelligent Systems Design.
– There are no age restrictions for admission to the Online MCA program offered by IGNOU.
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IGNOU MCA In Machine Learning Duration & Eligibility
Eligibility (Graduation with Computer Science Degree): To pursue the Online MCA in Machine Learning one needs to fulfill the minimum eligibility criteria mentioned below:
– Students need a bachelor’s degree in the relevant field from an institution with UGC recognition to apply for the MCA in Machine Learning program.
– However, any graduate may apply to this program, the only condition is that they must have studied mathematics either during the 10+2 level or at graduation level as one of their electives.
– To apply for the MCA in Machine Learning program, one must have received between 45% and 55% in their graduation.
– Professionals who are already employed in the Machine Learning sector are encouraged to apply for the same.
Candidates who have completed a Bachelor’s degree in Science/Commerce/Arts with Mathematics at the 10+2 level or graduation level need to complete additional bridge courses. The details are as follows:
– MCS-201 (Programming in C and Python)
– MCS-208 (Data Structures and Algorithms)
Students who have already successfully completed any of these bridge courses, such as MCS-201 or MCS-208 from IGNOU, are required to register and complete the remaining bridge courses only. The fee for these bridge courses is based on the Course-wise Registration and Certification Scheme (CRCS) of IGNOU.
Note: Students WITHOUT Mathematics at 10+2 level or at Graduation level are not eligible for ODL/Online MCA programme.
Duration (2 to 5 years): The course duration of the MCA in Machine Learning program ranges from 2 to 4 years. This 2 years of course duration is broken up into 4 semesters of 6 months each. And this extended duration of 4 years is provided to give flexibility to the students to complete the program at their own pace and time.
Get detailed insights on eligibility criteria, admission requirements, and qualifications needed. 
Click here for IGNOU MCA Eligibility!
Ranking & Approvals
UCG Entitled
Recognized by the University Grants Commission
AICTE Approved
Approved by the All India Council for Technical Education
WES Accredited
World Education System
NAAC A++ Accredited
Accredited by the National Assessment and Accreditation Council
MHRD Approved
Ministry of Human Resource Development
AIU Approved
Recognized by the Association of Indian Universities
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Sample Degree of IGNOU MCA Program
Job Roles After Online MCA In Machine Learning
ENTRY LEVEL
– Machine Learning Engineer (Junior)
– Data Analyst
– AI/ML Developer (Fresher)
– Python Developer (ML Focus)
– Junior Data Scientist
– ML Intern
– Research Assistant (ML)
– Model Tester or Validator
MID LEVEL
– Machine Learning Engineer
– Applied ML Scientist
– AI Engineer
– Data Scientist
– Computer Vision Engineer
– NLP Engineer
– Model Deployment Engineer
– Business Intelligence Developer (ML Integration)
ADVANCED LEVEL
– Senior Machine Learning Engineer
– Lead Data Scientist
– AI Research Scientist
– Principal ML Engineer
– ML Architect
– Director of AI/ML
– Head of Data Science
– Technical Consultant – Machine Learning
IGNOU MCA In Machine Learning Curriculum (Syllabus/Subjects)
The list of some of the subjects that you will study during the MCA in Machine Learning course duration is Graph Theory and Combinatorics, Network Security and Cryptography, Advanced Database Management Systems, Cognitive Analytics and Social Skills for Professionals, Advanced Software Engineering Principles, Machine Learning for Real World Applications, etc.
Get detailed insights on the syllabus, course structure, and key subjects covered. Click here for IGNOU MCA Syllabus!
IGNOU MCA In Machine Learning Curriculum
24 months | 4 semesters | 15-20 hours/week | 80 credits
|
Subject (7 Courses) |
Credits |
|
Design and Analysis of Algorithms (MCS-211) |
4 |
|
Discrete Mathematics (MCS-212) |
4 |
|
Software Engineering (MCS-213) |
4 |
|
Professional Skills and Ethics (MCS-214) |
2 |
|
Security and Cyber Laws (MCS-215) |
2 |
|
DAA and Web Design Lab (MCS-216) |
2 |
|
Software Engineering Lab (MCS-217) |
2 |
|
Subject (6 Courses) |
Credits |
|
Data Communication and Computer Networks (MCS-218) |
4 |
|
Object Oriented Analysis and Design (MCS-219) |
4 |
|
Web Technologies (MCS-220) |
4 |
|
Data Warehousing and Data Mining (MCS-221) |
4 |
|
OOAD and Web Technologies Lab (MCS-222) |
2 |
|
Computer Networks and Data Mining Lab (MCS-223) |
2 |
|
Subject (6 Courses) |
Credits |
|
Artificial Intelligence and Machine Learning (MCS-224) |
4 |
|
Accountancy and Financial Management (MCS-225) |
4 |
|
Data Science and Big Data (MCS-226) |
4 |
|
Cloud Computing and IoT (MCS-227) |
4 |
|
AI and Machine Learning Lab (MCS-228) |
2 |
|
Cloud and Data Science Lab (MCS-229) |
2 |
|
Subject (3 Courses) |
Credits |
|
Digital Image Processing and Computer Vision (MCS-230) |
4 |
|
Mobile Computing (MCS-231) |
4 |
|
Project (MCS-232) |
12 |
Learning Method (IGNOU MCA In Machine Learning LMS)
E-books & Study Material
View and download study materials, attend virtual classes, and watch pre-recorded lectures.
Live Interactive Sessions
Participate in MCA course online discussion forums, interact with peers, and get support from faculty.
Project & Assignment
Upload assignments of MCA programs and track submission deadlines easily.
Learning Managment
The LMS is accessible anytime, anywhere, ensuring flexibility for working professionals and remote learners.
Top Studies Center
These centers offer hands-on sessions, guidance and counseling, workshops, access to library resources, examinations, and additional support.
Worldwide Reach
Currently, the University operates in 88 countries through various agreements and projects, with 25 Overseas Study Centres (OSCs) located across 15 different countries.
IGNOU MCA In Machine Learning Fees Structure & scholarships
A course in the online MCA in Machine Learning costs between Rs. 50,000 and Rs. 1,60,000. This total fee is broken down semester-wise in the range of Rs. 12,000 to Rs. 40,000 per semester. Registration and other fees like examination charges are not included in this price. These charges are paid individually at the time of registration and for another period.
Get detailed insights on tuition fees, payment options, and other charges. 👉 Click here for IGNOU MCA Fees Structure!
| Registration Fee | 300/- Rupees |
| Course Fee | Rs. 50,000/- for full programme to be paid semester wise @Rs. 12,500/- per semester |
| Examination Fee | 200- Per Subject |
Top 5 Online MCA Universities Fees Comparision
| University | MCA Course Fee | Approvals and Accreditations |
| Lovely Professional University | 35,000/- Semester | NIRF | NAAC A++ |
| Manipal University | 39,500/- Semester | UGC | NAAC A+ |
| Chandigarh University | 26,250/- Semester | UGC | NAAC A+ | NIRF 27 |
| Vivekananda Global University | 32,500/- Semester | NAAC A+ | UGC |
| Vignan University | 27,500/- Semester | UGC | NAAC A+ | NIRF |
IGNOU MCA In Machine Learning Admission Process (How to Apply?)
First, visit the website of the relevant university in which you wish to pursue the Online MCA in Machine Learning program. Then fill out the application form available on the admission portal of the university. Attach all the required documents and pay the required amount of fee to secure the admission seat.
Get detailed insights on the admission procedure, application process, and important guidelines. Click here for IGNOU MCA Admission Procedure!
July Admission Session 2025 Started
The last date to apply IGNOU MCA In Machine Learning program is 15th July, 2025. To apply for the IGNOU MCA In Machine Learning course for the July 2025 session, Follow these below steps:
Visit the official website of IGNOU admission portal: ignouadmission.samarth.edu.in. Fill in your basic, education & work experience-related details and pay the application fee to register.
Pay the admission fee for the first semester/year or full program.
Upload supporting documents & submit your application.
The university will evaluate your documents to confirm your admission.
Why Choose IGNOU MCA In Machine Learning Course?
IGNOU or Indira Gandhi National Open University is the oldest open university in India. The university is established in 1985 by the parliament act of Indira Gandhi National University. The university is a recognized university by the University Grant Commission and Distance Education Bureau for offering online and distance learning courses. The university has also been accredited by NAAC with an ‘A++’ Grade. There are few universities that have been accredited with ‘a++’ grades by NAAC and IGNOU is one of them.
MCA, or Masters in Computer Application, is one of the university’s courses available to interested students. The institution provides this course to students via online & distance education. This course is especially advantageous for working professionals who are currently engaged in some type of employment and lack the time necessary to enroll in normal sessions in order to seek a higher degree.
Learning Management System (LMS) – Delivering course information, course materials, assignments, and exams is made easier by the Learning Management System (LMS). Students can access a variety of educational resources through this web-based platform, including videos, interactive simulations, and other multimedia tools. The LMS is also used to monitor student development and gives teachers a way to keep an eye on how well their students are doing.
Assessments – Students are evaluated on the basis of various assessment components like assignments, projects, term-end exams, discussion activities, etc. All these components together contribute to the final result of the student. So giving an equal effort in every assessment component is important to maintain your final grade.
Classes – To have a better understanding of the MCA in Machine Learning course curriculum students are provided with a combination of both live and recorded lectures so that they never lag in a course.
Recorded lectures – Everyday Lectures are present on the official portal in form of recorded videos and audio lectures.
Term – End Examination- Twice a year, in June and December, the University conducts a term-end examination for the Distance & Online MCA course. Students are required to fill in the examination form along with a fee if they wish to attend the examination. The online exam form must be completed on the website of IGNOU.
Evaluation – Educational evaluation for the MCA program is through course pattern and structure where the assignments are the compulsory submissions that a student requires to complete. 30% of weightage is provided to the students. Accordingly, students for the examination are required to pass the examination where passing marks is a must for the students. For the examination part the 70% weightage is provided. The evaluation is done through the accuracy maintenance, there is no leniency practised by university.
Semesters Examination – At the end of each semester of the online MCA in Machine Learning program, online examinations are conducted. These online examinations are conducted in a proctored environment for ensuring fair examination practices.
Placement – There are various job opportunities that one can seek after the completion of the MCA in Machine Learning program. Some of the job profiles are Data Scientist, Machine Learning Engineer, Business Intelligence Developer, AI Data Analyst, etc. Top MNCs like IBM, Infosys, Infotech, and many more are hiring graduates of this program.
| Regional Centre | Study Centre |
| HYDERABAD | 0100: IGNOU REGIONAL CENTRE HYDERABAD LSC Code 0100 |
| KARNAL | 1000: IGNOU REGIONAL CENTRE KARNAL LSC Code 1000 |
| SHIMLA | 1100: IGNOU REGIONAL CENTRE SHIMLA LSC Code 1100 |
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| BHUBANESHWAR | 2100: IGNOU REGIONAL CENTRE BHUBANESHWAR LSC Code 2100 |
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| JAIPUR | 2300: IGNOU REGIONAL CENTRE JAIPUR LSC Code 2300 |
| GANGTOK | 2400: IGNOU REGIONAL CENTRE GANGTOK LSC Code 2400 |
| CHENNAI | 2500: Regional Centre Chennai LSC Code 2500 |
| AGARTALA | 2600: Regional Centre Agartala LSC Code 2600 |
| LUCKNOW | 2700: IGNOU REGIONAL CENTRE LUCKNOW (2700) |
| KOLKATA | 2800: IGNOU REGIONAL CENTRE KOLKATA LSC CODE 2800 |
| DELHI 2 | 2900: IGNOU REGIONAL CENTRE DELHI2 LSC CODE 2900 |
| ITANAGAR | 0300: IGNOU REGIONAL CENTRE ITANAGAR LSC Code 0300 |
| SRINAGAR | 3000: IGNOU REGIONAL CENTRE SRINAGAR LSC Code 3000 |
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| VIJAYAWADA | 3300: IGNOU REGIONAL CENTRE VIJAYAWADA LSC Code 3300 |
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| JORHAT | 3700: IGNOU REGIONAL CENTRE JORHAT LSC Code 3700 |
| DELHI 3 Naraina | 38039: IGNOU REGIONAL CENTRE DELHI3 LSC Code 38039 |
| NOIDA | 3900: IGNOU REGIONAL CENTRE NOIDA LSC Code 3900 |
| GUWAHATI | 0400: Regional Centre Guwahati LSC Code 0400 |
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| RAJKOT | 4200: IGNOU REGIONAL CENTRE RAJKOT LSC Code 4200 |
| MADURAI | 43015: IGNOU REGIONAL CENTRE (43015) |
| KORAPUT | 4400: IGNOU REGIONAL CENTRE KORAPUT LSC Code 4400 |
| SILIGURI | 4500: IGNOU REGIONAL CENTRE SILIGURI LSC Code 4500 |
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| ALIGARH | 4700: Regional Centre Aligarh LSC Code 4700 |
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| MUMBAI | 4900: IGNOU REGIONAL CENTRE MUMBAI LSC Code 4900 |
| PATNA | 0500: IGNOU REGIONAL CENTRE PATNA LSC Code 0500 |
| RAGHUNATHGANJ | 5000: IGNOU REGIONAL CENTRE RAGHUNATHGANJ LSC Code 5000 |
| CHANDIGARH | 0600: IGNOU REGIONAL CENTRE CHANDIGARH LSC Code 0600 |
| DELHI 1 (MOHAN ESTATE (SOUTH DELHI)) | 0700: IGNOU REGIONAL CENTRE DELHI1 LSC CODE 0700 |
| PANAJI | 0800: IGNOU REGIONAL CENTRE PANAJI LSC Code 0800 |
| BHAGALPUR | 8200: Regional Centre Bhagalpur LSC Code 8200 |
| VATAKARA | 8300: IGNOU REGIONAL CENTRE VATAKARA LSC Code 8300 |
| VISHAKHAPATNAM | 8400: IGNOU REGIONAL CENTRE VISAKHAPATNAM LSC Code 8400 |
| BIJAPUR | 8500: Regional Centre Bijapur LSC Code 8500 |
| SAHARSA | 8600: IGNOU REGIONAL CENTRE SAHARSA LSC CODE 8600 |
| DEOGHAR | 8700: IGNOU REGIONAL CENTRE DEOGHAR LSC Code 8700 |
| JODHPUR | 8800: IGNOU REGIONAL CENTRE JODHPUR LSC Code 8800 |
| AHMEDABAD | 0900: IGNOU REGIONAL CENTRE AHMEDABAD LSC Code 0900 |
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NIRF India Ranking IGNOU PDF- 2 Link here |
|
India Rankings 2024: Open University- 3 Link here |
NAAC Official Website- 4 Link here |
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IGNOU eGyanKosh- 5 Link here |
IGNOU Gyandarshan- 6 Link here |
|
IGNOU e-Content- 7 Link here |
Swayam Free Online Education- 8 Link here |
Are you ready to take the next step in your career ?
Frequently Asked Question About IGNOU MCA In Machine Learning
The MCA in Machine Learning from IGNOU is a postgraduate degree program focused on developing advanced skills in machine learning algorithms, data modeling, and intelligent systems. It blends core computing subjects with applied ML techniques, preparing students for careers in artificial intelligence, data science, automation, and analytics.
To be eligible, candidates must:
Hold a Bachelor’s degree in Computer Science, IT, or a related field.
For non-technical graduates, Mathematics must have been studied at the 10+2 or graduation level.
Have at least 50% marks in the qualifying degree (45% for reserved categories).
Yes. IGNOU is a Central University recognized by the University Grants Commission (UGC) and its online MCA programs are approved by the Distance Education Bureau (DEB). The qualification is valid for employment in both public and private sectors, in India and abroad.
Specialization Subjects:
– Introduction to Machine Learning
– Supervised and Unsupervised Learning
– Deep Learning with Neural Networks
– Natural Language Processing
– Reinforcement Learning
– Data Preprocessing and Feature Engineering
– Model Evaluation and Tuning
– ML Deployment and Automation
Core Computer Science Subjects:
– Data Structures and Algorithms
– Object-Oriented Programming
– Operating Systems
– Database Management Systems
– Web Technologies
– Software Engineering
– Computer Networks
– Programming in Python and Java
– Project Management
– Major Project (Capstone)
Follow these steps to apply online:
– Visit the official website: www.ignou.ac.in
– Register with your email ID and mobile number
– Fill in the application form
– Upload the required documents (photo, ID, academic records)
– Pay the application fee
– Submit the form and download the confirmation receipt
No. Admission is merit-based, relying on your academic qualifications. No entrance exam is required.
– Minimum Duration: 2 Years
– Maximum Duration: 4 Years
The total fee is approximately INR 50,000, payable in semester-wise installments. Please check the IGNOU website for the most current details.
– Graduates may pursue roles such as:
– Machine Learning Engineer
– Data Scientist
– AI/ML Developer
– Data Analyst
– NLP Engineer
– Research Analyst
– AI Software Engineer
– Applied Scientist
– MLOps Engineer (with experience)
– AI Consultant (with experience)
Yes. The program is designed to be flexible and is entirely online, making it suitable for working professionals who want to upskill or change careers.
By default, digital study materials are provided free via the eGyanKosh portal. Printed materials are optional and available during admission for a nominal additional cost.
Yes. IGNOU facilitates online assignment submission via the student portal, supporting remote and distance learners.
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