Masters in Machine Learning & Data Science (2022)

Written by Piyush Bhartiya, MBA

Published on Sat, March 30, 2019 6:23 AM • Updated on Fri, March 4, 2022 2:45 PM • 6 mins read

There are several universities in India and abroad offering courses in data science and machine learning. The data scientists are similar to the detectives who keep an eye on what sort of content you are reading or watching, and then attempt at understanding their characteristics; this needs a lot of analytical creativity.

Source: GREedge

Data Science studies are offered for higher studies like Masters or Ph.D. degrees. This program comprises of subjects such as applied statistics, various lessons in the programming skills like Python, SQL. You can later apply in fields of data architecture, computer engineering, programming, etc. Data Science and Machine Learning courses often come together hand in hand.

Table of Contents

Scope of Machine Learning

Machine learning is gaining traction all around. However, it is still in its early stages. While certain sectors, such as IT, manufacturing, and automobiles, are utilising AI’s capabilities, there are still numerous areas where its potential remains untapped.

The vast potential of AI may be comprehended by looking at the several different technologies that fall under the AI umbrella. Self-improving algorithms, Artificial intelligence, Pattern Recognition, Big Data, and a variety of other technologies are examples of such technologies. It is projected that in the next years, almost no industry will be unaffected by this powerful weapon. This is why AI has such a large growth potential in India.

Masters in Machine Learning programs

The MS or Masters in Machine Learning program offers students with a baccalaureate the chance to boost their coaching with advanced study in Machine Learning. Incoming students ought to have smart analytic skills and a robust ability for arithmetic, statistics, and programming.

The program consists primarily of work, though students do have the chance to have interaction in the analysis. The program for the Master’s in Machine Learning needs four Set Core courses, three Menu Core courses, two electives, and a practicum.

Best Universities In Machine Learning and Data Science

The top universities to study machine learning are mentioned below:

1. Data Sciencetech Institute- MS in data science (France)

2. Illinois Institute of Technology – MS in data science and machine learning (Chicago)

3. Merrimack College – MS in data science (Massachusetts)

4. North Central University – MS in data science and machine learning (San Diego)

5. The University Of California – MS in data science and machine learning (California)

6. The University Of Missouri – MS in data science (Columbia)

Masters in Machine Learning in Canada

Top universities in Canada for Machine learning are:

Masters in Machine Learning in the USA

Top universities in USA for Machine learning are:

Masters in Machine Learning in the USA

Top universities in UK for Machine Learning are:

Check Out: Data Science Courses

Masters In Machine Learning Syllabus

Set Core

MS students take all four Set Core courses:

1. 10-701 Introduction to Machine Learning or 10-715 Advanced Introduction to Machine Learning
2. 10-716 Advanced Machine Learning: Theory and strategies (formerly 10-702 applied mathematics Machine Learning)
3. 10-718 information Analysis
4. 36-700 likelihood & Mathematical Statistics or 36-705 Intermediate Statistics

Students take their selection of 3 Menu Core courses from separate lines:

1. 10-703 Deep Reinforcement Learning or 10-707 Topics in Deep Learning
2. 10-708 Probabilistic Graphical Models
3. 10-725 gibbons improvement
4. 10-620 freelance Study or 10-940 freelance Study (under metric capacity unit Core school or beneath the student’s metric capacity unit Doctor of Philosophy adviser if within the metric capacity unit PhD)

Electives

Students take their selection of 2 Elective courses from separate lines:

1. 10-703 Deep Reinforcement Learning
2. 10-707 Topics in Deep Learning
3. 10-708 Probabilistic Graphical Models
4. 10-725 gibbose improvement
5. 10-805 Machine Learning with massive Datasets (or 10-605 Machine Learning with massive Datasets taken in Spring 2019 or earlier)
5. 15-750 Algorithms
6. 15-780 Graduate computer science
7. 15-826 transmission Databases and data processing
8. 15-853 Algorithms within the globe
9. 36-707 multivariate analysis
10. 36-709 advanced likelihood
11. 36-710 Advanced applied mathematics Theory
12. 10-620 freelance Study or 10-940 freelance Study (under metric capacity unit Core school or, if within the metric capacity unit Doctor of Philosophy, beneath the metric capacity unit Doctor of Philosophy advisory)

Check Out: Artificial Intelligence Course Benefits

How To Study Machine Learning Online?

The online courses for machine learning are less expensive than the university ones and easy to learn sitting right from home. You can submit your assignment from home and attend the lectures at your home comfort.

Georgia Tech and edX offer an Online Master of Science in Analytics offering courses in Introduction to Analytics, Modeling, and Computing for Data Analytics, etc. The University of Illinois offers online courses in Masters in Computer Science and Data Analytics and the fees are less than $20K. This program develops expertise in computer science, data visualization, machine learning, data mining, and cloud computing. There are many other online specializations for data visualization and cloud computing.

Salary in Machine Learning

The curriculum abroad has topics like machine learning, data mining, applied statistics, probability models, inferences, database management, data analysis, data visualization, and big data analytics, among others. A Master’s degree from abroad has been equated to an applied data science boot camp, rather than just another academic credential.

Hence, it provides great value to one’s CV and a good impression on the interviewer when you apply for a job. The average salary for Machine Learning is $98,743 if they’re earning abroad and the range gradually differs if a job is taken in India. On a higher level, the companies also pay $104, 831.

Check Out: Top Institutes For Data Science Course

FAQs

✅ Which university is best for machine learning?

Ans. Here is the list of machine learning universities for master programs:
1. Carnegie Mellon University.
2. University of California — Berkeley.
3, Stanford University.
4. Massachusetts Institute of Technology.
5. Cornell University.
6. Georgia Institute of Technology.
7. University of Washington.

✅ Which country is best for MS in machine learning?

Ans. Here is the list of best countries for pursuing for MS in machine learning:
1. United States of America
2. Australia
3. Germany
4. Ireland
5. Canada

✅ Which university is best for MS in data science?

Ans. Here is the list of best universities for MS in data science:
1. Columbia University
2. New York University
3. Carnegie Mellon University
4. Carnegie Mellon University
5. Northwestern University

✅ Which degree is best for data scientist?

Ans. For becoming a data scientist you need to have a bachelor degree in IT, computer science, math, physics, or another related field. After that, you need a master degree in data or related field like healthcare, physics, business.