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KoushikRecurrent Neural Networks: Part 1Backbone of Sequential Data ProcessingDec 11, 20231Dec 11, 20231
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KoushikFederated Learning: Advancing Machine Learning While Protecting Privacy.Revolutionizing Machine Learning Through Decentralized Collaboration and Data ConfidentialityDec 7, 2023Dec 7, 2023
KoushikOptimization Algorithms in Machine Learning: A Comprehensive Guide to Understand the concept and…Optimizer, the engine of machine learning.Dec 6, 2023Dec 6, 2023
KoushikUnderstanding Convolutional Neural Networks (CNNs) in DepthConvolutional Neural Networks skillfully capturing and extracting patterns from data, revealing the hidden artistry within pixels.Nov 28, 20238Nov 28, 20238
KoushikBuilding the Foundation: Calculus, Math and Linear Algebra for Machine LearningMachine learning is a fascinating field that empowers computers to learn from data and make predictions or decisions without being…Nov 27, 20231Nov 27, 20231
KoushikUnfolding the Intelligence: Machine Learning vs. Deep LearningIntroduction:Nov 27, 2023Nov 27, 2023
KoushikWhat is Overfitting and Underfitting , and how to deal with it step by step?In machine learning, it is common to face a situation when the accuracy of models on the validation data would peak after training for a…Sep 20, 20231Sep 20, 20231
KoushikMNIST(hand written digit) Classification Using Neural Network From ScratchWhat is Neural Network ?Aug 31, 20231Aug 31, 20231