6 Courses and Certifications

Swayam Machine Learning Courses & Certifications

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In the digital era, with the integration of artificial intelligence across domains, machine learning has become one of the most transformative and sought-after branches. To meet the increasing demand for machine learning professionals, top institutes such as IITs, NITs, and IIITs offer online machine learning certification courses through Swayam. The duration of Swayam Madhine Learning courses ranges from 8 weeks to 16 weeks, based on the choice of programmes. 

SWAYAM platform provides machine learning certification courses ranging from foundational to advanced levels. Swayam Machine Learning courses offer flexibility, credibility, and affordability - all within a nationally recognised framework. Learners can apply for online machine learning courses in online mode on the Swayam portal - swayam.gov.in. Swayam Machine Learning courses are taught by renowned professors and experts in the field, ensuring learners gain real-world understanding and practical insights.

Eligibility Criteria for Swayam Machine Learning Courses

  • For Swayam free machine learning courses, anyone with Class 12 or diploma-level knowledge, familiarity with basic mathematics, is required for the basic-level courses. 
  • For advanced-level machine learning certification courses, working professionals or postgraduate students with a solid foundation in algorithms, linear algebra, and programming are required.

Top Online Machine Learning Courses on Swayam

SWAYAM (Study Webs of Active Learning for Young Aspiring Minds), an initiative by the Government of India, offers high-quality online courses to help learners acquire essential skills. Check the top free Machine Learning courses in the table below.

Free Machine Learning Courses with Providers

Online Machine Learning Certification Courses

ML Course Provider

Introduction to Machine Learning

IIT Madras

Machine Learning, ML

KTH Royal Institute of Technology, Stockholm

Artificial Intelligence: Knowledge Representation and Reasoning

IIT Madras

Machine Learning for Earth System Sciences

IIT Kharagpur

Applied Machine Learning

IIT Roorkee

Swayam Machine Learning Courses Fees

Swayam courses are free to enroll in and learn. However, if a learner wishes to receive a government-verified certification, they must:

  • Register for a proctored exam.
  • Pay a nominal certification fee ranging from Rs. 500 to Rs. 1,000

This cost-effective model allows learners to gain valuable skills and proof of knowledge at a fraction of what private institutions charge.

Scope of Online Swayam Machine Learning Courses

Machine Learning professionals are responsible for designing algorithms, building predictive models, interpreting data patterns, and automating analytical tasks. Continuous learning and upskilling (such as through SWAYAM) enable professionals to stay competitive and relevant.

Top Job Profiles, Salaries, and Recruiters in India

Job Profile

Average Salary 

Top Recruiters

Machine Learning Engineer

Rs. 7,50,000 - Rs. 18,00,000

Google, Amazon, TCS

Data Scientist

Rs. 8,00,000 - Rs. 20,00,000

Flipkart, Infosys, Wipro

AI Research Scientist

Rs. 10,00,000 - Rs. 25,00,000

Microsoft, IBM, NVIDIA

Business Analyst (AI/ML)

Rs. 5,00,000 - Rs. 12,00,000

Accenture, Deloitte, ZS Associates

(Source: AmbitionBox)

Backed by prestigious institutes and aligned with industry needs, Swayam Machine Learning courses are government-certified programmes open doors to lucrative career paths. Whether you are a student or a working professional, investing time in Swayam courses will be the smartest move for your future in AI and ML.

FAQs

Q. Are SWAYAM Machine Learning courses free?
Ans:
Yes, course content is free; only certification requires a nominal fee.

Q. Do these courses offer government-recognised certificates?
Ans:
Yes, certification is provided by NPTEL/IIT/IISc under the Government of India.

Q. Can beginners take ML courses on Swayam?
Ans:
Yes, Swayam ML courses are available at beginner, intermediate, and advanced levels.

Q. What is the duration of a typical Swayam ML course?
Ans:
Most of the Swayam courses last between 8 to 16 weeks.

Q. Are there any placement services after completing the course?
Ans:
Swayam does not offer placements, but the certification boosts job prospects.

Career Category
Specialization
Job Role
Skills
Introduction to Machine Learning

Offered by

Certificate

Introduction to Machine Learning

Candidates looking for an undergraduate or postgraduate course in machine learning should enroll in the Introduction to Machine Learning program. It is an elective twelve-week course in the field of computer science and engineering, programming, artificial intelligence, and data science. A collaboration of IIT Madras and NPTEL, this course is an initiative by the Ministry of Education, Government of India, and is available on the learning platform Swayam.

Introduction to Machine Learning certification will be taught by professor Balaraman Ravindran. The syllabus includes various topics from the data-driven disciplines such as machine learning and analytics. Candidates will be introduced to different learning paradigms and some popular algorithms and architectures used in these paradigms.  

Introduction to Machine Learning is an online free audit course that offers an e-certificate for interested participants. Candidates will attend the online lectures, and submit assignments periodically. There is also an optional offline examination for participants who want to achieve certification.

...Read More
12 Weeks
Free
Skills Covered:
Knowledge of Algorithms Machine learning Data science knowledge
Reinforcement Learning

Offered by

Certificate

Reinforcement Learning

The Reinforcement Learning program focuses on studying the mathematical grounds of reinforcement learning- a psychological phenomenon. Students will explore such concepts and view this learning paradigm in light of AI, research, and psychology. Through this AICTE approved course, learners can avail a verified certificate that validates their newly acquired expertise and acquired skills.

Spread across 12 weeks, the Reinforcement Learning certification syllabus is replete with learning modules, books, and research references. Students may proceed to the next module after completing the previous week’s topics. The curriculum highlights bandit algorithms, function approximation, hierarchical RL, and much more. It is an elective course based on AI, data science, and computer engineering. 

The Reinforcement Learning online course is developed by IIT Madras. Professor Balaraman Ravindran from the institute instructs the study. For the certification, students need to write a proctored examination after completing the course and assignments. This certificate will carry logos of IIT Madras and NPTEL, which is verifiable on NPTEL’s website.

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12 Weeks
Free
Skills Covered:
Mathematical skill Programming skills
Certificate

Machine Learning, ML

The Machine Learning ML program focuses on the scientific discipline that is related to the genre of Machine Learning and helps the students to develop algorithms to help the students find patterns that are related to make predictions from the domain of empirical data. In the online course on Machine Learning, ML by Swayam, the students would be finding patterns or will be making predictions from the given empirical data. 

The certification program over the course of eight weeks will be focusing on the following- Forms of representation, Examples, demos and exam preparations, Learning enabled by prior theories, Tools and resources + cognitive science, and Machine learning-based artificial neural networks. The Machine Learning ML certification course will be benefiting the students to incorporate the knowledge of machine learning in real-world examples and tree-based inductive learning along with logic programming. The session will be making the candidates professionally ready.

...Read More
8 Weeks
Free
Skills Covered:
Machine learning
Introduction to Machine Learning Tamil

Offered by

Certificate

Introduction to Machine Learning (Tamil)

8 Weeks
Free
Machine Learning for Earth System Sciences

Offered by

Certificate

Machine Learning for Earth System Sciences

The Machine Learning for Earth System Sciences certification course offers a comprehensive exploration of spatio-temporal statistics and data mining, focusing on their applications in earth system sciences. Intended for final-year undergraduates, postgraduates, and research students, it covers earth system observations, data analytics, and modelling in domains like hydrology and climate.

Prerequisites include mandatory machine learning knowledge, optional deep learning expertise, and a working understanding of earth system science domains. The Machine Learning for Earth System Sciences certification by Swayam caters to both undergraduate and postgraduate levels, fostering a solid grasp of statistical concepts in analysing earth system phenomena.

Also Read: Online Machine Learning Certification Courses

...Read More
8 Weeks
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