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The institute follows JNTUH strict attendance regulation, which requires students to put in a minimum class attendance of 75% to progress to the next semester. External (university) exams are held every semester in the campus and consolidated results in all these exams count towards the final aggregate grading.
In deep learning, a multilayer perceptron (MLP) is a name for a modern feedforward neural network consisting of fully connected neurons with nonlinear activation functions, organized in layers, notable for being able to distinguish data that is not linearly separable.
Machine unlearning is a branch of machine learning focused on removing specific undesired element, such as private data, outdated information, copyrighted material, harmful content, dangerous abilities, or misinformation, without needing to rebuild models from the ground up.
Topological deep learning, first introduced in 2017, [147] is an emerging approach in machine learning that integrates topology with deep neural networks to address highly intricate and high-order data.
The institute is affiliated with Jawaharlal Nehru Technological University, Hyderabad (JNTUH), The institute has Autonomous Status till 2021-2031 A.Y. granted by UGC and offers a four-year Bachelor of Technology, in eleven disciplines and two-year Master of Technology, in six disciplines prescribed by JNTU. The college is accredited by the ...
Statistical learning theory is a framework for machine learning drawing from the fields of statistics and functional analysis. [ 1 ] [ 2 ] [ 3 ] Statistical learning theory deals with the statistical inference problem of finding a predictive function based on data.
Diagram of a restricted Boltzmann machine with three visible units and four hidden units (no bias units) A restricted Boltzmann machine (RBM) (also called a restricted Sherrington–Kirkpatrick model with external field or restricted stochastic Ising–Lenz–Little model) is a generative stochastic artificial neural network that can learn a probability distribution over its set of inputs.
Jawaharlal Nehru Technological University was established on 2 October 1972, by an act of State Legislature. On its formation, the Government Engineering Colleges at Anantapur, Kakinada and Hyderabad, along with the Government College of Fine Arts and Architecture at Hyderabad, became its constituent colleges.