NPTEL’s Machine Learning & Data Science Online Courses (Jul-Nov 2023)

Online Courses Reskilling

In the rapidly evolving domains of Machine Learning, Data Science, and Artificial Intelligence, the quest for quality education and courses has become paramount. For those familiar with the educational landscape of India, the Indian Institutes of Technology (IITs) stand out as beacons of excellence. Established by the government of India, the IITs are autonomous public technical universities that are recognized globally for their outstanding curriculum, research, and innovation. Every year, thousands of students vie for a coveted spot in these institutions, and their alumni have made significant contributions to technology and research worldwide.

NPTEL (National Programme on Technology Enhanced Learning), in collaboration with these premier IITs, has curated a range of courses accessible to learners globally. In this blog, we’ll delve into some of the standout courses in Machine Learning and Data Science offered by NPTEL for the latter half of 2023 (July-Nov 2023), specifically provided by various IITs. From foundational topics to advanced subjects, this list promises to cater to a broad spectrum of learners.

List of Machine Learning & Data Science Online Courses

Here are the courses related to Machine Learning and Data Science starting from July and continuing upto Nov 2023.

Course NameInstituteDuration
Introduction To BiostatisticsIITB8 Weeks
Reinforcement LearningIITM12 Weeks
Introduction To Machine Learning (Tamil)IITM8 Weeks
Machine Learning (Ml) In HindiIIITD12 Weeks
Foundations And Applications Of Machine LearningIITKGP8 Weeks
Natural Language ProcessingIITKGP12 Weeks
Machine Learning For Earth System SciencesIITKGP8 Weeks
Introduction To Machine Learning – IITKGPIITKGP8 Weeks
Data Science For EngineersIITM8 Weeks
Introduction To Machine LearningIITM12 Weeks
Python For Data ScienceIITM4 Weeks
Spatial Statistics And Spatial EconometricsIIITD12 Weeks
Applied Linear Algebra For Signal Processing, Communications, And Machine LearningIITK12 Weeks
Machine Learning And Deep Learning – Fundamentals And ApplicationsIITG12 Weeks
Applied Optimization For Wireless, Machine Learning And Data ScienceIITK12 Weeks
Bandit Algorithm (Online Machine Learning)IITB12 Weeks
Introduction To Probability Theory And StatisticsIITD12 Weeks
Probability And StatisticsIITKGP12 Weeks
Essential Mathematics For Machine LearningIITR12 Weeks


As we’ve seen, NPTEL’s catalog for Machine Learning and Data Science in the latter half of 2023 is diverse and comprehensive, catering to a range of learners. Whether it’s foundational courses like “Introduction to Biostatistics” or more specialized ones like “Reinforcement Learning”, there’s a course tailored to everyone’s needs. If you’re passionate about diving into the world of data, now is the time to enroll and embark on a journey of knowledge!

Ajitesh Kumar

Ajitesh Kumar

I have been recently working in the area of Data analytics including Data Science and Machine Learning / Deep Learning. I am also passionate about different technologies including programming languages such as Java/JEE, Javascript, Python, R, Julia, etc, and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data, etc. I would love to connect with you on Linkedin. Check out my latest book titled as First Principles Thinking: Building winning products using first principles thinking.
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