M.Sc In Machine Learning - Online v/s On-Campus, Top Colleges

A Master of Science (MSc) in Machine Learning is a master's degree that can be completed in 2 years. The program consists of 4 semesters, 2 semesters per year. Opting for a master's degree in machine learning could be a smart choice as it equips students with the knowledge that develops advanced concepts of machine learning, solving real-world problems, concepts of deep learning, data analysis, statistical modeling, and many more.

The program develops skills like proficiency in a programming language like Python, data manipulation, and an understanding of advanced mathematical concepts that are used in machine learning, beneficial in fields like healthcare, cybersecurity, finance, marketing, social science, robotics, and many others as well. 

Additionally, if you're someone with work commitments or pursuing any other skill, but want to attain an academic degree at the same time, then an online MSc in machine learning could be your savior. As the degree is of a master's level, which makes it even more crucial among working professionals. There are plenty of online colleges available in India as well as outside. 

Due to the program's flexibility, most of the working professionals pursue the program. One should never misjudge the MSc in machine learning due to its mode as the program equips students with the use of machine learning that helps in analyzing data, developing AI solutions, and implementing of machine learning solutions. If you doubt whether the cost of the program will be higher in online mode, then there is no need to worry as online modes offer the most convenient and economical programs in comparison to the regular one. 

MSC in Machine Learning Eligibility Criteria (On-campus and Online) 

Every applicant for an MSc in Machine Learning, whether on campus or online, is usually required to have a bachelor's degree from a relevant field such as Computer Science, Information Technology, Mathematics, Statistics, or a closely related engineering field. A good academic record is generally expected, with the minimum aggregate percentage varying in a range of 50-60%. 

Besides meeting such academic prerequisites, an understanding of programming languages and mathematics is also very important and forms the basis for any machine learning endeavor. Some may also be able to apply by passage in an entrance test or offer previous experience in Machine Learning. In online mode, you may not need to clear any entrance exam, you can directly get yourself enrolled for the program based on your marks, but vice versa in on-campus mode. 

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Admission Process for MSc in Machine Learning 

Here is a simple guide for entering into an MSc in machine learning.

• Have a good GPA and a bachelor's degree in computer science, IT, mathematics, engineering, etc.
• Check for universities, then check for programs, and find one with good curriculum, competent faculty, and research opportunities aligned with your interests.
• After you choose the university of your choice, go to that university's website and fill out the online application. Provide your personal information, academic background, and contact information.
• Then, upload your transcripts and certificates together with any other supporting documents, such as a CV, evidence of work experience, or internships.
• Some universities may request that you complete an entrance exam such as the GRE or another test designed specifically for machine learning.
• Request professors or working professionals who know you well to write recommendation letters in support of your application.
• Write a statement outlining your reasons for studying machine learning, your future plans, and what you believe to be your candidate ability for the program.
• Certain programs could also require you to do coding challenges or submit portfolios showcasing various projects to prove programming capabilities.
• Once you finish these steps, you are just one step closer to joining an MSc in machine learning program. (Remember the mentioned steps are the general process of admission. However, the admission process may vary from the university to university)

Why Pursue an MSc in Machine Learning?

Why one should pursue a master's-level program? must be a confusing aspect to decide while choosing any program. If you're having this doubt, why should one pursue an MSc in Machine learning, then congratulations! You are half-way through it. Opting for an MSc in machine learning not only equips you with a varied range of skills and knowledge but rewards you with a high employability, a diverse range of career opportunities, technical expertise, and keeps you with the latest technology so you'll never be out of technical trend. 

\Another reason why you should pursue the MSc in machine learning is due to the fastest adoption of AI in the market. Organizations actually applying AI theories to make the data analysis easier and faster. Additionally, the demand for these graduates is increasing in each coming year. The majority of the IT companies usually hire these professionals. essentially, it positions you as a valuable asset in the modern tech landscape where AI is becoming increasingly critical across sectors. 

Syllabus of MSc in Machine Learning 

An MSc in machine learning is one of the most popular programs among youngsters these days, as ot covers all the topics that interest the youth and are the most demanding among organizations. The subjects mainly include programming languages, foundational maths, in-depth concepts of machine learning for data analysis, natural language processing, reinforcement learning, and many more. Here is the general syllabus for the MSc in machine learning. However, few subjects may vary from institution to institution. 

Syllabus for MSc in Machine Learning (General)
Semester 1	Semester 2
Computer Architecture and Organization Problem Solving and Programming in C Data Structure and Algorithm Machine Learning Mathematics for Machine Learning Programming Lab	Operating System Computer Networking Database Management System Object Oriented Programming Elective I Mini Project I
Semester 3	Semester 4
Soft Computing Internet Technologies Mini Project II Elective II Elective III Elective IV	Research/ Internship List of Electives (Semester 2) Data Analytics Digital Image Processing Artificial Intelligence List of Electives (Semester 3) Language Technologies and Information Retrieval Advanced-Data Analytics Pattern Recognition Big Data Technologies AI and Knowledge Representation Medical Imaging Object Oriented Analysis and Design Embedded Systems

Is an MSc in Machine Learning Worth It?

A master's degree in machine learning shall create a solid basis for an individual to build upon. Artificial Intelligence experts have been increasingly in demand. Hence, this master's degree can work wonders for individuals as it opens a door to several industries without job security and, thus, reasonably high-paying jobs. Employers are always in need of competent individuals in machine learning.

Therefore, it will be quite handy for them in this crowded job market. Taking a step back and thinking of where you want this program to take you, are you really interested in AI and moving onto machine learning? If the answer is yes, then that program might fit. But if one is unsure, that is when it is time to think if it is indeed the right path to be on. 

Online MSc in Machine Learning vs On-campus MSc in Machine Learning 

Online MSc in Machine Learning	On-campus Machine Learning
One may opt to study at whatever time and wherever it is convenient, making it easier to balance work, family, or other commitments.	Classes and labs take place at fixed times, making coordinating a busy schedule less possible.
There seems to be less local access to professors and peers: communication happens mostly via virtual meetings, thus giving it a more distant feel.	Typically, there are more opportunities to interact personally with professors, classmates, and potential research collaborators, making relating to one another, asking questions, and working with one another easier.
That usually involves quite a degree of exposure to virtual simulation, library databases, remote resources, and such, leaving less room for hands-on experiences.	That usually means better access to specialized labs and equipment, hence a far greater degree of hands-on learning with advanced tools and techniques.
Generally recognized as cheaper because of less overhead associated with the maintenance of physical structures like classrooms, buildings, and on-campus services.	Higher tuition for students since significant amounts of money go into maintaining brick-and-mortar buildings and supplying services on the site.

MSc in Machine Learning Entrance Exams 2025

In order to understand the MSc machine learning entirely, you must be aware of the various entrance exams, as it is mandatory for students to qualify for the entrance exam for admission. Below are some of the popular entrance exams that you can consider while preparing for one. 

MSc in Machine Learning Entrance Exams List
CAT (Common Admission Test)	MAT (Management Aptitude Test)
CMAT (Common Management Admission Test)	XAT (Xavier Aptitude Test)
GMAT (Graduate Management Aptitude Test)	GRE (Graduate Record Examination)
SNAP (Symbiosis National Aptitude Test)	CUET (Central Universities Entrance Test)

Top Colleges for MSc in Machine Learning 

The colleges for MSc in machine learning offer the program in many ways. You just have to do your thorough research before getting enrolled in any of the universities. Here is the list of top on-campus colleges that offer MSc in machine learning. 

Best on-campus Colleges for MSc in Machine Learning	Fees (INR)	Approvals
SPU, Gujarat	INR 68,140 per annum	UGC, AICTE, AIU, NAAC
Auro University, Surat	INR 3,91,000 lakhs	UGC, NAAC
Garden City University, Bangalore	INR 1,39,000 (in installments)	UGC, NAAC
VIT Bangalore	INR 3,80,000 lakhs	UGC, AICTE, MHRD, NIRF
Parul University	INR 1,48,000 lakhs	DSIR, AIU, BCI, AICTE, UGC, NAAC A++ NIRF

Let’s explore the online colleges that offer an MSc in machine learning, as it offers the flexibility, conveniency, and cost effectiveness. Here are some of the top online colleges for MSc in machine learning. 

Best Online Colleges for MSc in Machine Learning	Fees (INR)	Approvals
Lovely professional university	INR 2 lakhs	NIRF, UGC-DEB, AICTE, THE, NAAC
Liverpool University Online MS Machine Learning & AI	INR 4.99 lakhs	WES, AACSB, Privy Council Accredited
University of Strathclyde	INR 30 lakhs	CAS, ATAS
Georgia Southern University	INR 8 lakhs per semester	SACSCOC
Stockholm School of Economics	INR 6.97 lakhs	EQUIS

Career Outcomes After an MSc in Machine Learning 

To find whether the program aligns with your way or not, you must always consider the career outcomes first, as this will clear most of your doubts in the very first place. Let’s commence with the job roles and average annual salary for better clarity. 

Job Roles	Average Annual Salary
Machine Learning Engineer	INR 3 to 23 LPA
Data Science	INR 3 to 27 LPA
Artificial Intelligence Engineer	INR 6 14 LPA
Software Developer	INR 2 to 15 LPA
Data Engineer	INR 3 to 20 LPA
Business Intelligence Developer	INR 3 to 16 LPA
Computer and Information Research	INR 6 to 23 LPA
Research Scientist	INR 1 to 10 LPA
Robotics engineer	INR 2 to LPA
AI Developer	INR 6 to 23 LPA
Data analysis	INR 1 to 12 LPA
Natural language processing	INR 3 to 20 LPA
Machine Learning Scientist	INR 3 to 35 LPA
Software Architect	INR 14 to 55 LPA

If you’re still not clear on the companies that hire these graduates at a too good position. Below are some of the best ones for you to add into your dream companies. You can also do some research on this. 

List of Top Companies Offering Placements After MSc in Machine Learning
Accenture	Mastercard
Asda Wal-Mart	Merkle | Argyle
Bank Indonesia	Morgan Stanley
Centrica	National Center for Climate Change Strategy and International Cooperation
Deloitte	Natwest
EY	NielsenIQ
Ford Motor Company	Phoenix Group
Kaizen Reporting	PPD Development
KPMG	SAS
Lloyds Banking Group	SJF Hanse Scientific GmbH

A travel enthusiast pursuing this degree will get a chance to explore most of the foreign countries if they want. One can have their entire career settled in any of the mentioned countries if they want. 

Top Countries to Get Placed at
Argentina	USA
Canada	United Kingdom
Colombia	Malaysia
Cyprus	Mexico
France	Nigeria
Germany	China
Greece	Sudan
India	Taiwan
Indonesia	Turkey
Kazakhstan	United Arab Emirates

MSc in Machine Learning Abroad

An MSc degree in machine learning received abroad places much emphasis on the main topics such as statistical learning, neural networks, reinforcement learning, and optimization algorithms. Depending on the program, you might even have the chance to specialize in healthcare analytics, finance, robotics, or natural language processing.

You'll get a lot of individual practice coding with TensorFlow, Python, and PyTorch to build and hone your skills for real-world applications. Many programs also put onto your plate research components that develop your application of the most recent discoveries in the field. To cap it all off, several universities have teamed up with companies on internship or project programs providing real-life tests of your learning.

Eligibility (on-campus and online)

To pursue an MSc in Machine Learning abroad, online or on-campus, candidates are generally expected to have a background in a relevant field of either computer science, mathematics, statistics, or engineering. A good academic record, often measured in terms of a minimum GPA, is usually required. 

Other requirements may include proof of proficiency in programs and standardized tests like GRE. Quality letters of recommendation and a well-explained statement of purpose will play a big part in consultations. Finally, relevant work experience will also give a significant edge to an application. 

MSc Machine Learning in the UK

It is thus a very good chance to pursue the master's level in machine learning in the UK, which provides access to the world's best programs: The Universities of Oxford, Cambridge, Imperial College, UCL, and Edinburgh are the leading institutions of this field, offering top-of-the-class courses delving deep into machine learning- from algorithms and deep learning to natural language processing, computer vision, and data analytics.

These programs not only focus on theory but also lay stress on practical applications, frequently offering partnerships with industry to provide practical hands-on experience. This would allow you to involve yourself along with state-of-the-art research facilities and learn from some of the leading brains in machine learning. 

Top Colleges (on-campus)	Fees
Imperial College London	INR 27 LPA
Durham University	INR 38 LPA
University of Kent	INR 27 LPA
University of Leeds	INR 35 LPA
University of Strathclyde	INR 30 LPA
Alliance Manchester Business School	INR 29 LPA
Lancaster University	INR 35 LPA
Loughborough University	INR 31 LPA
University of Warwick	INR 41 LPA
University Of Edinburgh	INR 36 LPA
Aston University	INR 25 LPA
University of Manchester	INR 30 LPA

These online programs not only focus on theory but also lay stress on practical applications, frequently offering partnerships with industry to provide practical hands-on experience. This would allow you to involve yourself along with state-of-the-art research facilities and learn from some of the leading brains in machine learning.

Below are some of the top online colleges for the same:

Top Colleges (online)	Fees
University of Bath	INR 2.7 LPA (each year)
Imperial College Business School	INR 47 Lakhs
Aston University	INR 14 Lakhs
The University of Law	INR 27 LPA (each year)
Robert Gordon University	INR 5 LPA (each year)
Heriot-Watt University	INR 11 Lakhs
University of Strathclyde	INR 34 Lakhs

MSc Machine Learning in Ireland 

An MSc in Machine Learning in Ireland is a postgraduate course to impart both the theoretical as well as practical competencies required to develop and implement machine learning algorithms. This, in turn, enables them to analyze large datasets, construct predictive models, and solve complex problems in various sectors. The course advances on practical application, and there is enough demand from the employer to keep job opportunities flowing in the tech sector of Ireland. 

Top Colleges (on-campus)	Fees
University College Dublin	INR 14 LPA
University of Limerick	INR 18 LPA
Maynooth University	INR 17 LPA
University College Cork	INR 18 LPA
University of Galway	INR 19 LPA
Dublin Business School	INR 18 LPA
Trinity College Dublin	INR 20 LPA
Dublin City University	INR 11 LPA
Institute of Technology, Carlow	INR 9 LPA

The online curriculum for MSc in machine learning usually includes data pre-processing, supervised and unsupervised learning, deep learning, natural language processing, and ethical concerns regarding AI. Research projects and industry partnership opportunities are also available. Here are some of the top online colleges in Ireland that offer MSc in machine learning. 

Top Colleges (online)	Fees
The Electronic Business School International	INR 21 LPA
University of Limerick	INR 7 LPA
University College Dublin	INR 8 LPA
Trinity College Dublin	INR 20 LPA
University of Galway	INR 19 LPA

MSc Machine Learning in Europe

Master's in Machine Learning is a course that teaches machine learning in numerous countries around Europe, aimed at studying a deeper perception regarding artificial intelligence. Among the subjects offered, students will cover manipulation of machine-learning algorithms, data analysis, model development, etc. Both the theoretical and practical aspects of these projects will be integrated into the curriculum, with extensive opportunities for research and hands-on projects in the field. 

Top Colleges (on-campus)	Fees
HEC Paris Business School	INR 25 LPA
Alliance Manchester Business School	INR 30 LPA
Imperial College Business School	INR 28 LPA
IE Business School	INR 37 Lakhs
ESCP Business School	INR 22 LPA
Warwick Business School	INR 41 Lakhs
EDHEC Business School	INR 14 LPA
London Business School	INR 54 LPA

Let’s take a look at the top online colleges in Europe for MSc in Machine Learning. The colleges mentioned here are the best of all for you to consider; 

Top Colleges (online)	Fees
University of Edinburgh	INR 36 Lakhs
University of London	INR 9 Lakhs
Liverpool John Moores University	INR 5 Lakhs