Yash UpadhyayRole of Batch Size in optimizationWhile reading the “Deep Learning” book by Ian Goodfellow, I came to realize the importance of selecting the batch size and how it helps…Jun 1, 2020Jun 1, 2020
Yash UpadhyayinTowards Data ScienceRegularization techniques for Neural NetworksIn our last post, we learned about feedforward neural networks and how to design them. In this post, we will learn how to tackle one of…Mar 14, 2019Mar 14, 2019
Yash UpadhyayinTowards Data ScienceFeed forward Neural NetworksDeep Feedforward networks or also known multilayer perceptrons are the basis of most of the deep learning models. CNNs and RNNs which we…Mar 7, 20193Mar 7, 20193
Yash UpadhyayinAlumnAI AcademyComputer Vision: A Study On Different CNN Architectures and their ApplicationsHumans are heavily dependent on five senses to interpret the ongoing activities in the world around us. Though each of our senses is…Jan 4, 20192Jan 4, 20192
Yash UpadhyayData PreprocessingFor any task in data science, Obviously, data is the most important thing. Its only that most of the time we don’t get data in its most…Oct 5, 2018Oct 5, 2018
Yash UpadhyayIntroduction to Machine LearningThis post will focus on problems Machine Learning solves.Sep 29, 2018Sep 29, 2018
Yash UpadhyayUnderstanding AI and Data ScienceAI and Data science have been the most talked about things in the tech community this year. Artificial Intelligence is the basis for many…Sep 29, 2018Sep 29, 2018