PinnedLatency and throughput in machine learningWhen managing a data science project, the first thing to do is always understand the requirements from different stakeholders.Oct 8, 2023Oct 8, 2023
Before we develop an ML system, There are two aspects we need to check:Align business and ML:Oct 14, 2023Oct 14, 2023
Published inAnalytics VidhyaAirflow for data scientistsAs data scientists, we collecte data, explore for patterns, build models and then test them. And in so many cases, we will need to manage…Feb 18, 2023Feb 18, 2023
Published inAnalytics VidhyaA clean and tidy Python appHere i gather some tricks and good practices when starting a new app in Python, be it the app is too simple or complex, to be scaled or…Aug 8, 2022Aug 8, 2022
Published inAnalytics VidhyaFirst steps into contributing to open-source projectsI have been project lead for quite some time, and one thing i noticed, is new folks rarely knew GIT contribution logic and commands, and…Aug 7, 2022Aug 7, 2022
Published inAnalytics VidhyaLogistic Regression theoryLogistic regression is a Classification algorithm that will draw a boundary to differentiate between 2 or more classes, the boundary can…Dec 31, 2020Dec 31, 2020
Published inAnalytics VidhyaLinear Regression theorySimple easy to understand recap of linear regression intuitionsDec 30, 2020Dec 30, 2020
Published inAnalytics VidhyaIntuition of word embeddings #NLPWord embedding is simply assigning numerical value(s) to every word in some vocabulary. Because almost every algorithm in Machine learning…Oct 22, 2018Oct 22, 2018
