Machine Learning Online Courses 2025: Eligibility, Duration, Top Colleges & Platforms
Machine Learning Online CoursesMachine Learning Online Courses is one of the most popular courses in India after 12th. Machine learning is a rapidly growing industry in India, with projections indicating an addition of $957 billion to the country's economy by 2035. Among the Popular Specializations in Machine Learning Artificial Intelligence and Python are the areas which most students choose. Students may find a number of online Machine Learning courses on platforms like Coursera, edX, Udemy, and DataCamp.
Machine Learning Online Programs are available at a variety of academic levels including Certificate, Diploma, and Masters Degree in Machine Learning. The Machine Learning Online Courses Eligibility varies with the level of the course. For a certificate or introductory online course in Machine Learning, no formal degree is required, while a bachelor's degree is required for advanced online programs in Machine Learning. The Machine Learning Online Certificate Course Fee ranges in ₹1,000 to ₹50,000 depending upon the level of the course. Some of the key job roles offered after completing Machine Learning Online Courses include Machine Learning Engineer, Data Scientist, AI Research Scientist, NLP Engineer, Computer Vision Engineer, Data Analyst, Data Engineer, and AI/ML Product Manager.
Machine Learning Online Courses: Quick Highlights
The table below highlights the key features of Machine Learning Online Courses in India.
Particulars | Details |
Level of Courses | Certificate, Diploma, and Masters Degree |
Duration | A few weeks to Years |
Fee Range | ₹1,000 to ₹50,000 |
Job Roles | Machine Learning Engineer, Data Scientist, AI Research Scientist, NLP Engineer, Computer Vision Engineer, Data Analyst, etc. |
Top Recruiters | Tata Consultancy Services, Infosys, Wipro, and Accenture, etc. |
Best Machine Learning Course Online
There are a number of platforms offering Machine Learning Online Courses. Some of the key platforms include DataCamp, Coursera, Udemy, and edX.
Coursera Machine Learning Online Courses
The following table shows different online Machine Learning courses offered by Coursera.
Course Name | Trainer Name | Duration | Fee | Ratings (Out of 5) |
Machine Learning Specialization | Andrew Ng, Geoff Ladwig, Arti Bagul | 2 Months | ₹3,499 | 4.9 |
Deep Learning Specialisation | Andrew Ng | 3 Month | ₹3,499 | 4.9 |
Prompt Engineering Specialization | Dr. Jules White | 4 Weeks | ₹1,699 | 4.8 |
Mathematics for Machine Learning Specialization | David Dye | 4 Weeks | ₹1,699 | 4.6 |
Natural Language Processing Specialization | Eddy Shyu | 3 Months | ₹3,499 | 4.6 |
Udemy Machine Learning Online Courses
The table below shows the Machine Learning Online certifications available at Udemy.
Course Name | Trainer Name | Duration | Fee | Ratings (Out of 5) |
Advance Course - Data Science, Machine Learning, Java | Arun M | 1 Hours | ₹449 | 5 |
Machine Learning with Polars | Joram Mutenge | 2.5 Hours | ₹449 | 5 |
Mastering SVM: A Comprehensive Guide with Code in Python | Hoang Quy La | 3.5 Hours | ₹449 | 5 |
Machine Learning & Explainability for Data Science | Kaaves AI | 1 Hour | ₹449 | 5 |
Intuitive Machine Learning with Python: SVM, PCA, & More | Dr. Fahad Mansoor Pasha | 2.5 Hours | ₹449 | 5 |
edX Machine Learning Online Courses
The table below shows the top Machine Learning courses online offered by edX.
Course Name | Trainer Name | Duration | Fee | Ratings (Out of 5) |
edX: Math for Machine Learning with Python | edX | 6 Weeks | NA | 4.5 |
IBM: Machine Learning with Python: A Practical Introduction | IBM | 5 Weeks | $99 | 4.4 |
HarvardX: Data Science: Building Machine Learning Models | Harvard University | 8 Weeks | $149 | 4.4 |
UCSanDiegoX: Machine Learning Fundamentals | UCSanDiego | 10 Weeks | $350 | 4.2 |
MITx: Machine Learning with Python: from Linear Models to Deep Learning | MIT | 15 Weeks | $300 | 4.1 |
IBM Machine Learning Online Courses
IBM offers many Machine Learning Online Courses for beginners. Some of IBM's key programs are listed below.
Course Name | Trainer Name | Duration | Fee | Ratings (Out of 5) |
IBM Java Developer Professional Certificate | IBM Skills Network Team | 3 Months | ₹3,499 | 4.8 |
IBM Data Analyst Professional Certificate | IBM Skills Network Team | 4 Months | ₹3,499 | 4.7 |
IBM Full Stack Software Developer Professional Certificate | IBM Skills Network Team | 5 Months | ₹5,199 | 4.6 |
IBM RAG and Agentic AI Professional Certificate | IBM Skills Network Team | 8 Weeks | ₹3,499 | 4.6 |
Python for Data Science, AI & Development | Joseph Santarcangelo | 3 Weeks | ₹1,699 | 4.6 |
Top Indian Colleges Providing Machine Learning Online Courses
Online Machine Learning certificate programs from top Indian universities provide a great way for professionals to upskill. Here are the top online Machine Learning certificate and degree programs from Indian universities:
Institute Name | Courses Name | Duration | Fee |
|---|---|---|---|
Indian Institute of Information Technology Bangalore (IIITB) | Executive Post Graduate Programme in Machine Learning and AI | 12 Months | ₹2,99,000 |
Advanced Certificate Programme in AI, ML & DL | 6 Months | ₹1,69,000 | |
Post Graduate Diploma in Computer Science & Artificial Intelligence | 12 Months | ₹2,25,000 | |
Indian Institute of Information Technology Hyderabad (IIITH) | Minor in Modern Machine Learning | 4 months | ₹40,000 |
Executive Post Graduate Certification in AI & Machine Learning | 10 months | ₹1,50,024 |
Free Machine Learning Course Online
Apart from the paid courses, beginners in the Nutrition industry may also explore Machine Learning Online free courses. Some of the top free Machine Learning courses online are.
Course Name | Duration | Description |
Coursera: Machine Learning Specialization by Stanford University & DeepLearning.AI | 3 Months | This is one of the most popular and highly-rated introductory courses online. Taught by Andrew Ng, it provides a broad introduction to machine learning, datamining, and statistical pattern recognition. |
fast.ai: Practical Deep Learning for Coders | 7 Weeks | This course takes a hands-on, practical approach, teaching you how to build state-of-the-art models from the beginning. |
Kaggle Learn | Each micro course takes 3-7 Hours to complete | The key topics covered in this course includes intro to machine learning, intermediate ML, feature engineering, and intro to deep learning. |
Machine Learning Course Online Free with Certificate
Several online platforms offer free online Machine Learning courses with certification on completion. These courses, like others, cover various aspects of Machine Learning. The courses are available from foundational concepts to more specialised topics as well. The top Machine Learning Course Online Free with Certificate includes:
Course Name | Duration | Description |
Artificial Intelligence in the Real World | 7 Hours | The course is offered by UpGrad and includes free certification as well. The course covers machine learning techniques, their applications, and real-world use cases. |
Google AI Education: Machine Learning Crash Course | Varies | The course content, the video lectures, and the interactive exercises using TensorFlow in Colab notebooks are all available for free. |
fast.ai: Practical Deep Learning for Coders | Varies | fast.ai operates as a non-profit research lab. They make their entire course, including all video lectures, extensive notes, and Jupyter Notebooks, available to everyone for free. |
Eligibility Criteria for Online Machine Learning Courses
Most Online Machine Learning Programs are designed for open learning and do not have any specific eligibility criteria. The recommended eligibility criteria for different levels of Machine Learning Online Courses is shown in the table below.
Level | Eligibility Criteria |
Beginner Level Course | No specific educational background is typically required. These courses are opened to students and professionals across all backgrounds. |
Intermediate Level Courses | Candidates preferably should have a background in computer science, engineering, statistics, or any related quantitative field. |
Advance Level Courses | Solid understanding of Machine Learning, programming, and mathematics. Candidates must have a Bachelor's or Master's degree in relevant field. |
Why is it Important to Learn Nutrition in 2025?
Below are the top benefits of learning machine learning in 2025.
- The Indian AI market is projected to cross the past $12 billion this year, powering everything from Fintech and e-commerce.
- The demand for AI and ML in India is explosive. Professionals with ML skills in India are seeing salary packages that are 30-50% higher than traditional IT roles.
- Across manufacturing, IT services, and agriculture, AI is the key to efficiency. By 2025, it is estimated that over 45% of Indian Enterprises will have integrated AI and ML into their core business processes to automate tasks and boost productivity.
- India is one of the world's largest data generators, producing over 5,000 petabytes of data every month. Machine learning is the only viable way to analyse this data.
What Job Opportunities are available after completing the Machine Learning courses?
There are several job opportunities available after completing online Machine Learning courses. Some of the key job roles after a Machine Learning certificate course include Machine Learning Engineer, Data Scientist, AI Research Scientist, NLP Engineer, Computer Vision Engineer, Data Analyst, etc. The table below shows some of the top job roles and their entry-level salaries after completing an online Machine Learning certificate.
Job Profiles | Entry Level Salary Package |
Machine Learning Engineer | ₹6-15 Lakhs per annum |
Data Scientist | ₹7-16 Lakhs per annum |
AI/ML Research Scientist | ₹12-25 Lakhs per annum |
Natural Language Processing Engineer | ₹15-32 Lakhs per annum |
Computer Vision Engineer | ₹16-35 Lakhs per annum |
Data Analyst with ML Skills | ₹4-9 Lakhs per annum |
Also Check:
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Machine Learning Online Courses: FAQs
Ques: Are online machine learning courses worth it?
Ans: Yes, the online Machine Learning courses can be really helpful as an added skill. Companies generally prefer employees with ML skills even for the traditional IT roles.
Ques: What are the prerequisites for online machine learning courses?
Ans: There is no specific eligibility criteria for Machine Learning Online Courses. The eligibility criteria vary with the level of the course. For instance, for an Introductory ML course no prior experience is required, while for the Masters degree a relevant bachelor's degree is required.
Ques: How long do online machine learning courses typically take?
Ans: The Machine Learning Online Course duration varies from 1 hrs to 18-24 months. The duration completely depends upon the level of the course.
Ques: Are there any free online machine learning courses from reputable universities?
Ans: Yes, there are a number of free online ML courses. Some of these courses include:
- Artificial Intelligence in the Real World
- Google AI Education: Machine Learning Crash Course
- fast.ai: Practical Deep Learning for Coders
Ques: How to choose the right online machine learning course?
Ans: To choose a right Machine Learning Online Scores first you will have to identify your level and requirements. After analysing your requirements you may select the top rated Machine Learning course with certificates on any trusted platforms.