Advanced Mathematics for Computer Science HNCST409 KTU BTech Honors 2024 Scheme

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Advanced Mathematics for Computer Science HNCST409 BTech Honors 2024 Model Question Paper and Answers

Module- I Number Theory 

Modular Arithmetic and Congruences

Module - II Optimization



Stochastic Gradient Descent (SGD) and Mini-Batch Gradient Descent


Module- III Bayesian Paradigm


Bayesian Paradigm: Probability as Belief
Conjugate Prior
Beta Distribution 
Beta–Binomial Model
Normal–Normal Bayesian Model

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