Let us face the fact that the concept of Machine Learning has got us all curious once in a while. This is because of the rapid advancements that are happening in technology. Most companies across industries are embracing the potential of this course. No matter if you are a working professional looking to upskill or someone eager to explore new horizons, online courses offer a flexible and affordable way to learn. Read the entire article below and find out the 7 best Machine Learning courses online in India.
What is Machine Learning?
Machine Learning is a branch of artificial intelligence that enables computers to learn from data and improve their performance on tasks without being explicitly programmed. It focuses on developing algorithms that can analyze and interpret patterns in data to make predictions or decisions.
In short, Machine Learning algorithms learn from experience. These algorithms adapt and improve over without human intervention. Machine learning finds applications in various domains, including image and speech recognition, natural language processing, medical diagnosis, recommendation systems, and financial forecasting, among others.
Go through the below-written Machine Learning courses for beginners.
Coursera – Machine Learning by Stanford University
Duration- Approx 11 weeks
Level- Beginner to Intermediate
Cost- Free (with a certificate option)
This course is one of the most popular and highly rated machine learning courses globally. Taught by Andrew Ng, a co-founder of Coursera and a professor at Stanford University, the course covers a broad range of topics, including supervised learning, unsupervised learning, and best practices in machine learning. It includes both theoretical concepts and practical exercises, making it suitable for beginners and those with some experience in the field.
Why Enroll?
- Learn from one of the leading experts in machine learning.
- Comprehensive coverage of essential machine learning topics.
- Hands-on assignments and real-world applications.
Udacity – Machine Learning Engineer Nanodegree
Duration- 3-6 months (self-paced)
Level: Intermediate
Cost: ₹50,000 – ₹60,000 (approx.)
Udacity’s Machine Learning Engineer Nanodegree program is one of the best Machine Learning online courses with a certificate. It is designed for those who have a basic understanding of Python and some experience with machine learning.
The program includes lessons on supervised learning, unsupervised learning, deep learning, and reinforcement learning, with a strong emphasis on practical, project-based learning.
Why Enroll?
- Project-based learning for hands-on experience.
- Collaboration with industry partners.
- Access to mentors and career services.
DataCamp – Machine Learning Scientist with Python
Duration- Approx. 6 months (self-paced)
Level- Beginner to Intermediate
Cost- Rs. 24,000 – Rs. 30,000 (approx.)
DataCamp offers a career track for aspiring machine learning scientists. The track includes a series of courses focusing on Python programming, supervised and unsupervised learning, and machine learning techniques. DataCamp’s interactive learning platform makes it engaging and easy to grasp complex concepts.
Why Enroll?
- Interactive, hands-on learning environment.
- Comprehensive curriculum covering key machine learning topics.
- Suitable for beginners with no prior experience.
Great Learning- PG Program in Artificial Intelligence and Machine Learning
Duration- 11 months
Level- Intermediate to Advanced
Cost- Rs.2,00,000 – Rs.2,50,000 (approx.)
Great Learning offers a postgraduate program in AI and ML, aimed at working professionals. The program includes weekend classes, live online sessions, and a capstone project. The curriculum covers deep learning, NLP, computer vision, and advanced machine learning algorithms.
Why Enroll?
- Industry-relevant curriculum designed by experts.
- Hands-on capstone project.
- Suitable for working professionals.
Simplilearn – AI and Machine Learning Certification
Duration- 12 months
Level- Intermediate
Cost- Rs.1,75,000 – Rs. 2,00,000 (approx.)
Simplilearn offers a comprehensive certification program in collaboration with IBM. The program covers essential machine-learning techniques, AI principles, and real-world applications. It includes hands-on projects, case studies, and access to IBM’s cloud platform for practical experience.
Why Enroll?
- Collaboration with IBM.
- Hands-on learning with industry projects.
- Certification recognized globally.
NPTEL – Machine Learning by IIT Madras
Duration- 12 weeks
Level- Beginner to Intermediate
Cost- Free (with a certificate option for ₹1,000)
NPTEL, an initiative by the Indian Institutes of Technology (IITs) and the Indian Institute of Science (IISc), offers a machine learning course by IIT Madras. It is one of the best Machine Learning courses for free. This course provides a solid foundation in machine learning, covering supervised and unsupervised learning, and includes assignments and exams.
Why Enroll
- Taught by professors from a premier institute.
- Free access with an affordable certificate option.
- Comprehensive and structured curriculum.
UpGrad – PG Diploma in Machine Learning and AI
Duration- 11 months
Level- Intermediate to Advanced
Cost- Rs.2,00,000 – Rs.2,50,000 (approx.)
UpGrad, in collaboration with IIT Bangalore, offers a comprehensive Postgraduate Diploma program in Machine Learning and AI. The curriculum covers foundational concepts in machine learning, including supervised and unsupervised learning, deep learning, reinforcement learning, and natural language processing (NLP). Students also gain practical experience through hands-on projects and case studies. The program is designed for working professionals and includes weekend classes and mentorship support.
Why Enroll?
- Industry-relevant curriculum developed by leading experts.
- Hands-on projects and case studies for practical experience.
- Flexible learning options suitable for working professionals.
Conclusion
These courses offer a variety of options for anyone looking to advance their knowledge and skills in machine learning. Whether you are a beginner or an experienced professional, there’s a course that fits your needs and learning style. From globally recognized programs to those offered by premier Indian institutions, these courses provide valuable opportunities to excel in the field of machine learning.