PinnedSumit SahainTowards Data ScienceA Comprehensive Guide to Convolutional Neural Networks — the ELI5 wayArtificial Intelligence has been witnessing a monumental growth in bridging the gap between the capabilities of humans and machines…Dec 15, 201867Dec 15, 201867
Sumit SahaGuide to productivity tools for JupyterHubWhy use vanilla JupyterHub when your current setup could be so much more?Jan 2, 2023Jan 2, 2023
Sumit SahaSetting up JupyterHub on AzureJupyterHub serves as an essential platform for Data Science teams across multiple organizations. In this article, we are going to do a…Nov 30, 2022Nov 30, 2022
Sumit SahaPrinciples of Good ML System DesignMachine learning systems are designed to generate maximum business value from ML models used in services and products. If you believe the…Jul 19, 20212Jul 19, 20212
Sumit SahainIntel Student AmbassadorsLocal Interpretable Model-Agnostic Explanations (LIME) — the ELI5 wayAug 14, 2019Aug 14, 2019
Sumit SahainTowards Data ScienceGradient Boosting Machines (GBMs)— the ELI5 wayGradient Boosting Machines (GBMs) is an ensemble technique in Machine Learning where a composite model of individual weak learners (weak…Jul 12, 2019Jul 12, 2019
Sumit SahainHackerNoon.comA gentle introduction to Git and GitHubGet started with streamlining your software development workflow using Git and GitHub in an easy to understand way.May 26, 20192May 26, 20192
Sumit SahainTowards Data ScienceWhat is the C4.5 algorithm and how does it work?The C4.5 algorithm is used in Data Mining as a Decision Tree Classifier which can be employed to generate a decision, based on a certain…Aug 20, 20183Aug 20, 20183