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Website. https://nptel.ac.in/. The National Programme on Technology Enhanced Learning (NPTEL) is an Indian e-learning platform for university-level science, technology, engineering, and mathematics (STEM) subjects. NPTEL is the largest e-repository in the world of courses in engineering, basic sciences and selected humanities and management ...
NPTEL is a joint initiative of the IITs and IISC. NPTEL offers online courses and certifications in various fields [23] and has set up a system to provide certificate courses in different colleges across India termed as NPTEL- local chapters. [24] A local chapter will be under one faculty member of the college as one Single Point of Contact (SPOC).
To improve the quality of higher education in India, IIT Madras came up with an initiative called NPTEL (National Programme on Technology Enhanced Learning) [56] in the year 2003. [57] As per this initiative, all the IITs, along with the IISc Bangalore would come up with a series of video lecture based courses across all the streams of ...
[25] [26] Another class of model-free deep reinforcement learning algorithms rely on dynamic programming, inspired by temporal difference learning and Q-learning. In discrete action spaces, these algorithms usually learn a neural network Q-function Q ( s , a ) {\displaystyle Q(s,a)} that estimates the future returns taking action a ...
Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. [1] Recently, artificial neural networks have been able to surpass many previous approaches in ...
A massive open online course (MOOC / muːk /) or an open online course is an online course aimed at unlimited participation and open access via the Web. [1] In addition to traditional course materials, such as filmed lectures, readings, and problem sets, many MOOCs provide interactive courses with user forums or social media discussions to ...
NPTEL provides E-learning through online and video courses in Engineering, Science and Humanities streams. The mission of NPTEL is to enhance the quality of engineering education in the country. [5] A center for a national programme on Technology-Enhanced Learning functions in the college.
Online learning is a common technique used in areas of machine learning where it is computationally infeasible to train over the entire dataset, requiring the need of out-of-core algorithms. It is also used in situations where it is necessary for the algorithm to dynamically adapt to new patterns in the data, or when the data itself is ...
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