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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 subjects. [1]
SWAYAM PRABHA is an education learning platform initiated by the Ministry of Human Resource Development (MHRD) available through 40 (initially 32) DTH channels. [25] This initiative provides an educational program on television. As with the SWAYAM online portal, the content providers are NPTEL, IITs, UGC, NCERT etc. [26]
Machine learning and data mining often employ the same methods and overlap significantly, but while machine learning focuses on prediction, based on known properties learned from the training data, data mining focuses on the discovery of (previously) unknown properties in the data (this is the analysis step of knowledge discovery in databases).
A large language model (LLM) is a type of machine learning model designed for natural language processing tasks such as language generation.LLMs are language models with many parameters, and are trained with self-supervised learning on a vast amount of text.
In 2016, there were concerns that partnering private coding bootcamps with federal financial aid could attract less reputable organizations to create coding bootcamp programs. [16] Barriers to entry and exit mean established schools face less competition than in a free market, which can lead to deterioration of quality, and increase in prices.
Cluster data describes data where many observations per unit are observed. This could be observing many firms in many states or observing students in many classes. In such cases, the correlation structure is simplified, and one does usually make the assumption that data is correlated within a group/cluster, but independent between groups/clusters.
Google JAX is a machine learning framework for transforming numerical functions. [ 71 ] [ 72 ] [ 73 ] It is described as bringing together a modified version of autograd (automatic obtaining of the gradient function through differentiation of a function) and TensorFlow's XLA (Accelerated Linear Algebra).
Vijyoshi is an annual national science camp in India organised by KVPY in collaboration with INSPIRE programme, IISc Bangalore and IISER-Kolkata (IISER Bhopal in 2018). It is an abbreviation for Vigyan Jyoti Shivir. It started in the year 2009 and is funded by the Department of Science and Technology (India).