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…7 min read·Dec 15, 2018--66--66
Sumit SahaGuide to productivity tools for JupyterHubWhy use vanilla JupyterHub when your current setup could be so much more?7 min read·Jan 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…9 min read·Nov 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…9 min read·Jul 19, 2021--2--2
Sumit SahainIntel Student AmbassadorsLocal Interpretable Model-Agnostic Explanations (LIME) — the ELI5 way4 min read·Aug 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…3 min read·Jul 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.8 min read·May 26, 2019--2--2
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…5 min read·Aug 20, 2018--3--3