Machine learning is a rapidly evolving field that has gained immense popularity in recent years. As technology continues to advance, the demand for professionals with expertise in machine learning continues to soar. If you’re someone who is interested in diving deep into the world of machine learning or looking to enhance your existing knowledge, the NPTel courses are an excellent avenue to explore.
The National Programme on Technology Enhanced Learning (NPTel) is a joint initiative by the Indian Institutes of Technology (IITs) and the Indian Institute of Science (IISc). It offers a wide range of online courses across various disciplines, including computer science and engineering. In this blog, we will explore the exciting array of machine learning courses offered by NPTel for the year 2023.
In this blog, we will provide you with an overview of the machine learning courses offered by NPTel in 2023. We will delve into the course titles, institutes hosting the courses, the distinguished professors leading each course, the duration of the courses, and the start and end dates. Whether you wish to specialize in reinforcement learning, natural language processing, computer vision, or social network analysis, these courses offer a pathway to expand your knowledge and sharpen your skills.
The following represents the list of online courses related to different topics of AI / machine learning. These courses are offered by professors from different IITs including IIT Madras, IIT Delhi, IIT Ropar, IIT Palakkad, IIT Kharagpur and IIT Hyderabad.
Note: The information in this blog is based on the provided dataset, and it is advisable to visit the official NPTel website for the most up-to-date information regarding the courses.
| Course Name | Institute Name | Prof. Name | Duration | Start Date | End Date | URL |
|---|---|---|---|---|---|---|
| Reinforcement Learning | IITM | Prof. Balaraman Ravindran | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106143 |
| Applied Accelerated Artificial Intelligence | IIT Palakkad | Prof. Satyajit Das | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106238 |
| Introduction To Machine Learning (Tamil) | IITM | Prof. Arun Rajkumar | 8 Weeks | July 24, 2023 | September 15, 2023 | https://nptel.ac.in/courses/106106236 |
| Social Network Analysis | IITD | Prof. Tanmoy Chakraborty | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106239 |
| Social Networks | IIT Ropar | Prof. Sudarshan Iyengar, Prof. Yayati Gupta | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106169 |
| Deep Learning – IIT Ropar | IIT Ropar | Prof. Sudarshan Iyengar, Prof. Padmavati | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106184 |
| Machine Learning (Ml) In Hindi | IIITD | Prof. Anubha Gupta | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106247 |
| Natural Language Processing | IITKGP | Prof. Pawan Goyal | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106105158 |
| Machine Learning For Earth System Sciences | IITKGP | Prof. Adway Mitra | 8 Weeks | July 24, 2023 | September 15, 2023 | https://nptel.ac.in/courses/106105238 |
| Introduction To Machine Learning – IITKGP | IITKGP | Prof. Sudeshna Sarkar | 8 Weeks | July 24, 2023 | September 15, 2023 | https://nptel.ac.in/courses/106105152 |
| Artificial Intelligence: Search Methods For Problem Solving | IITM | Prof. Deepak Khemani | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106226 |
| Introduction To Machine Learning | IITM | Prof. Balaraman Ravindran | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106139 |
| Deep Learning for Computer Vision | IITH | Prof. Vineeth N Balasubramanian | 12 Weeks | July 24, 2023 | October 13, 2023 | https://nptel.ac.in/courses/106106224 |
The NPTel machine learning courses for 2023 offer an exceptional opportunity to explore and deepen your understanding of this dynamic field. With a diverse range of topics, experienced professors, and flexible learning durations, these courses provide a solid foundation and advanced knowledge for aspiring machine learning enthusiasts. Whether you are a student, professional, or simply curious about the field, NPTel’s machine learning courses empower you to stay at the forefront of technological advancements and make a meaningful impact in the domains of artificial intelligence, data science, and robotics. So, seize the opportunity, enroll in a course that aligns with your interests, and embark on an exciting journey of continuous learning and growth.
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