According to a survey by LinkedIn in 2017, the number of vacancies for Machine Learning Engineers has increased tenfold since 2012! So, if you are passionate about making a career in technology, now’s the right time for you to dive into it. Here’s a list of the leading institutes for a machine learning course in India.
Machine Learning Course at The IITs – Indian Institute of Technology
The IITs have gained well-deserved international recognition for their adept faculty and quality infrastructure. Their machine learning courses hold good promise.
The machine learning course (CS771A) in IIT Kanpur is an introduction to the design of Machine Learning algorithms, with a modern outlook, focusing on the recent advances, and examples of real-world applications of Machine Learning algorithms. No prior exposure to Machine Learning is required for this Machine Learning course. This is NOT a Machine Learning course about toolkits/software/APIs used in applications of Machine Learning. This course is based on the foundations of Machine Learning algorithms. It delves deep to understand what goes on “under the hood”. And how Machine Learning problems are solved. You can learn more about it here.
IIT Bombay provides an introductory course in machine learning. It is ‘Introduction to Machine Learning 419(M)’. It is an undergraduate course. The candidate is introduced to the foundation of machine learning. And popular machine learning techniques. The course is open to all CSE and non-CSE undergraduates, aiming to get a Minor in CSE. Backed by an eminent faculty, the institute performs extremely well on all fronts — from research and teaching to funds generation and international collaboration. You can learn more about it here.
IIT Delhi’s introductory course in machine learning – ‘Introduction to Machine Learning COL774’ – taught by Parag Singla is only for graduate-level candidates. This course includes topics like Deep Learning, Neural Networks, Support Vector Machines and several more. IIT Delhi’s Data Analytics and Intelligence Research wing is relatively new. They are doing astounding work in AI and Data Science. For those, who have an interest in information extraction, graph mining, computer applications, IIT Delhi is a good place to start. You can learn more about it here.
The Department of Computer Science at IIT Kharagpur has stellar faculty. Prof. Sourangshu Bhattacharya teaches Machine Learning and advanced Machine Learning. Buzz is that IIT Kharagpur is striving to become a centre for AI research. The institute is known for its work in statistical machine translation. There is a body of research around it. You can learn more about it here.
IIIT – International Institute of Information Technology
IIIT Hyderabad is one of the premier institutes of the nation. It has a fast-track 14-weekend Program. This program is in artificial intelligence and machine learning. It is suitable for working professionals. This program is delivered through masterclass lectures, hands-on tutored labs, hackathons, industry workshops, mentorship and peer learning. This course is ideal for IT professionals. You can learn more about it here.
IISC – Indian Institute of Science
The machine learning courses taught in IISC are for graduates.
There are two courses on machine learning offered by two separate departments. First is CSA (Computer Science and Automation) and the second is CDS (Computational Data Sciences).
With their excellent faculty and labs, these courses are a good choice. Both follow a rigorous curriculum. The courses have several workshops on Artificial Intelligence. And a few seminars on Machine Learning. You can learn more about them here.
Imarticus is a professional educational firm. It has won several awards for its top-notch faculty. The institute provides learning programs in financial services and business analytics. It has now extended its range of Machine Learning course to include application of Machine Learning and Data Science.
Imarticus provides several offline machine learning courses. One of them is the ‘Big Data & Machine Learning Course’ which is ideal for Post Graduates. This course is a first-of-its-kind, 160-hour, certification course. It provides in-depth exposure to Data Science, Big Data, Machine Learning and Deep Learning. The rigorous industry-aligned curriculum offers comprehensive understanding of Python, Spark and Hadoop for careers in Machine Learning and Big Data. The program features 7 industry projects. And periodic interaction with industry leaders in the Machine Learning Ecosystem. You can know more about it here.
Machine Learning is a thriving field. It is here to stay. If you want to build and pursue a career in Machine Learning, these are the best institutes in India as they provide a healthy combination of exposure and quality education.
Found this interesting? Then read more on Machine Learning Skills That Will Help You Determine If You’re the Right Fit for the Field!