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Online MCA in Machine Learning
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Updated at : October 25, 2024DOWNLOAD E-BOOK
Online MCA in Machine Learning
Online MCA in Machine Learning is a 2-year postgraduate program that aims to provide students with comprehensive knowledge about the nuances of Machine Learning as a discipline. This course is ideal for students and working professionals who have at least completed their graduation and are now seeking further education to develop professional skills and finesse in ML. Explore the career benefits of the ML field by learning all of its minute aspects through this online MCA program.Watch Video
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Online MCA in Machine Learning Program Overview
An online MCA course in Machine Learning is a master’s course in computer applications where students dive into the depths of the world of machine learning to explore the field and develop the required knowledge and skills to develop a career in ML. The online delivery of this course has made many work professionals pursue their postgraduation without disrupting their job schedules.
This is a 2 years PG program in which the 4 semesters cover several topics central to ML such as applications of ML in real life, deep learning and neural networks, Linux programming, etc. This course meets the needs of a budding industry of machine learning in the Indian IT sector and is ideal for students as well as professionals who want to develop a career in it.
Why choose an Online MCA In Machine Learning?
There is a long list of benefits for an online MCA in ML over a regular MCA program. It not only makes quality higher education accessible to every corner of the world but also makes it affordable with a lower course cost. Another feature of this online program that has made it quite popular among aspirants is its flexible study schedule. In this course, you are not required to travel to your college to attend classes, you can be a part of the online lectures from anywhere around the world. Moreover, the UGC approval of the online MCA program gives you similar industry recognition as you would get from a regular MCA course from the same university.
Who should pursue an Online MCA In Machine Learning?
If you are a part of the IT domain or wish to develop a career in it, an online MCA in ML might be the right choice for you! It will make you learn all the basics of computer applications with advanced machine learning topics. Even if you have just completed your BCA or graduation (with maths as a compulsory subject), you can enroll in this online course and join a job or internship at the same time for practical exposure.
When Should I Pursue an Online MCA In Machine Learning?
You can be a part of the online MCA in ML program either you are at a mid-level of your career or just have started it after completing your BCA program. The best part about this program is that there is no entrance exam for it and you can apply to it at any age as most universities offering it have not set any upper age limit for the program.
Popular & Affordable Universities for Online MCA in Machine Learning
|
Universities Offering Online MCA in ML |
NIRF Ranking 2023 (University Category) |
Starting Fee Range (Might Vary) |
|
Amity University, Noida |
35 |
1.60 Lakhs INR |
Key Highlights of Online MCA in Machine Learning In India
The major highlights of the online MCA in Machine Learning program are mentioned below:
- UGC-DEB has approved an online MCA course in Machine Learning (ML) as being a valid PG degree course when it is completed by a recognized and duly accredited university.
- This is a postgraduate degree course and consists of 2 years, divided into 4 semesters.
- Students of an online MCA in ML get a maximum period of 4 years to complete all the papers and finish their degree.
- This course includes some key concepts of ML including core Java, applications of AI and ML, UNIX/Linux programming, deep learning and neural networks, etc.
- The last semester of the course includes a full-time major project that the student must complete based on research.
- Any graduate who has studied mathematics at the HSC level or who completes a basic bridging course is eligible to apply to this course.
- The average course fee for an online MCA course in Machine Learning ranges from INR 1,00,000-INR 1,50,000, with EMI options available in most universities.
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Online MCA in Machine Learning Course Subjects/Syllabus
A general syllabus for online MCA in Machine Learning is mentioned in the table below:
|
Semester 1 |
Semester 2 |
|
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 |
|
Professional Communication |
Artificial Intelligence for Real-world Application |
|
Core Java |
Data Structures and Algorithm Design |
|
— |
Research Methodology |
|
Semester 3 |
Semester 4 |
|
Cloud Infrastructure and Services |
Elective Subjects |
|
Quantitative Aptitude |
Projects |
|
Professional Ethics |
|
|
Seminar (Evaluation) |
|
|
Unix/Linux Programming |
|
|
Deep Learning & Neural Network |
|
|
Social Media & Text Analytics |
Top Specializations of Online MCA
|
MCA in Machine Learning and Artificial Intelligence |
||
Online MCA in Machine Learning Eligibility & Duration
The following summary lists the eligibility requirements that candidates of the online MCA in Machine Learning program must meet:
- Candidates must have a bachelor's degree- BCA/B.E./B.Sc (CS)/Any Bachelor’s (with mathematics at 10+2 level)
- Candidates who did not study mathematics can also apply after completing a bridge course.
- Candidates must have scored at least 45% to 55% aggregate marks in the qualifying examination.
- Candidates must have earned their bachelor's degree from a recognized university.
Duration of the Online MCA In Machine Learning
The duration of an online MCA program in Machine Learning is 2 years and includes 4 semesters of 6 months each. Students are given a maximum period of 4 years to complete the program and pass all papers.
Skills Required for Online MCA In Machine Learning
The following skills can help you land a better job if you have an online MCA in machine learning:
- If you wish to gain an in-depth understanding of the technical field of machine learning, you must be skilled in programming languages such as Python, Java, C++, etc.
- For any professional, problem-solving abilities are essential. Any obstacle that comes your way ought to be manageable for you.
- To do tasks on time, you must possess strong time management skills.
- You need to take responsibility for the work you've been given if you genuinely want to be seen as the manager or leader of your department.
Is any Entrance Exam Required for an Online MCA In Machine Learning?
Universities offering online MCA in ML programs do not conduct any specific entrance exam. They generally have a direct admission process that only needs their respective eligibility criteria to be fulfilled. However, if you are interested in the regular MCA program, you need to score good marks in any of the below-listed MCA entrance exams to enroll in your desired university.
| Entrance Exam Required for an Online MCA | |
|
Common University Entrance Test (CUET) PG |
Birla Institute of Technology (BIT) MCA Entrance Exam |
|
Tamil Nadu Common Entrance Test (TANCET) |
Punjab University Common Entrance Test (PU CET) |
|
National Institute of Technology Master of Computer Applications Common Entrance Test (NIMCET) |
Maharashtra MCA Common Entrance Test (MAH MCA CET) |
|
Andhra Pradesh Integrated Common Entrance Test (APICET) |
Odisha Joint Entrance Examination (OJEE) |
Recommended Books
Boost your machine-learning skills by referring to some of the recommended books listed here.
|
Name of the Book |
Author |
|
Machine Learning For Absolute Beginners |
Oliver Theobald |
|
The Hundred-Page Machine Learning Book |
Andriy Burkov |
|
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow |
Geron Aurelien |
|
Machine Learning for Hackers |
Drew Conway and John Myles White |
|
Deep Learning |
Ian Goodfellow, Yoshua Bengio, and Aaron Courville |
|
Programming Collective Intelligence |
Toby Segaran |
|
An Introduction to Statistical Learning |
Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani |
|
Machine Learning for Humans |
Vishal Maini and Samer Sabri |
|
Fundamentals of Machine Learning for Predictive Data Analytics |
John D. Kelleher, Brian Mac Namee, and Aoife D’Arcy |
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Program Fees for Online MCA in Machine Learning
Starting at ₹ 6,776/month
Program Fee: ₹2,50,000 - ₹2,50,000
Low Cost EMI Available
Recommended
The average academic fee of an online MCA in Machine Learning is between Rs. 1,00,000 and Rs. 1,50,000 since it is mostly provided by private universities. To ensure that the maximum number of students can take the course up, universities provide financial support alternatives such as EMI, educational loan facilities, etc.
Online MCA in Machine Learning Admission Procedure
Candidates can apply for admission to the online MCA in Machine Learning by following the steps below:
- Visit the university's official website and create your login credentials.
- Then, with all of the necessary information, fill up the application form for the course.
- In the next stage, upload the necessary documents, such as past educational qualifications, address verification proof, identity proof, and so on.
- Pay your registration fee and submit the form online after that.
- Once your application is reviewed and accepted, you will receive a confirmation mail after which you can proceed to pay the academic fee for the course.
- Your enrolment number and other information will be sent to you through email by the university post submission of the course fee.
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Other Specializations for Online MCA in 2024
Education Loan/EMI Facilities for Online MCA in Machine Learning
One of the easiest ways to pursue your postgraduate degree without worrying about financial barriers is to opt for the easy EMI installments. In the case of online MCA in ML, this can be done by using the education loan facility offered by some authentic universities. This facility in the fee payment method has helped millions of masses who were stepping back from this knowledge upgrade due to financial constraints.
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Is Online MCA in Machine Learning Worth it?
An online MCA in machine learning is well worth the investment if you want to succeed in the rapidly expanding field of machine learning! This course's demanding curriculum gives you the same technical and conceptual expertise you would get from an ordinary MCA course. More applicants are drawn to it because of the course curriculum's resemblance between an online MCA in AI and ML and a traditional MCA in the same major. This two-year online postgraduate program is the top option for working professionals and recent graduates who wish to combine their education with employment because of the flexible study schedule it offers.
In terms of job prospects, earning an online MCA in machine learning offers you the same options in the worldwide market as earning a traditional MCA in the same field. Furthermore, you are preferred for your practical insights by top IT organizations, who appreciate your ability to multitask between employment and study while obtaining an online MCA degree.
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Job Opportunity after Online MCA in Machine Learning
There are a varied number of job opportunities available after completing an MCA online degree. As an expanding field in the Indian IT sector, it is one of the fastest growing ones, with fairly paid jobs and diverse job options.
Some of the top job roles for an MCA graduate in Machine Learning have been listed here:
| Job Opportunity | |
|
Data Scientist |
Machine Learning Engineer |
|
AI Data Analyst |
Business Intelligence Developer |
|
Information Security Analyst |
System Administrator |
|
Senior Software Engineer |
Deep Learning Engineer |
Top Recruiters for Online MCA in Machine Learning
The machine learning skills that you will develop from an online MCA program in the same major are highly admired by the top recruiters in the national and international markets. You can easily advance in your career and climb up the hierarchical ladder with this postgraduate program. With the rising demand for expert ML professionals, you can even grab some amazing opportunities in top MNCs after completing this master’s program.
Our students work at
Accenture
Amazon
Capgemini
Deloitte
IBM
Infosys
Microsoft
TCS
Wipro
Dell
Let's clear up some doubts about Online MCA in Machine Learning
An online MCA course has been accredited by UGC-DEB as being a valid and credible PG degree when it is completed by a well-recognized university. So it will be held equally valid as an offline, regular MCA course.
The minimum eligibility to fulfill is that a candidate should have a valid and recognized Bachelor’s degree (either in a relevant stream like computer applications/computer science or in any other discipline). Candidates who completed B.Sc/B.E/BCA must have studied mathematics in grade 12 to be eligible.
This depends on the university you choose. A minimum requirement to apply to this course is that the candidate should have studied mathematics at 10+2 level. However, some of the universities can provide leverage by allowing students to complete a bridging course in mathematics after which they can apply to an online MCA in ML.
Since this online course in Machine Learning is mostly provided by private universities, the course fee ranges between INR 1,00,000 to INR 1,50,000. Since most universities also provide installment facilities for fee payment, students can pay the fee through the 4 semesters of course completion.
The scope of online MCA in Machine Learning is vast and expanding. This is mainly a domain of the IT sector, but graduates in ML can also venture into fields such as fintech, supply chain, etc.
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