PinnedKhALeD DenfirLatency and throughput in machine learningWhen managing a data science project, the first thing to do is always understand the requirements from different stakeholders.3 min read·Oct 8, 2023----
KhALeD DenfirBefore we develop an ML system, There are two aspects we need to check:Align business and ML:2 min read·Oct 14, 2023----
KhALeD DenfirinAnalytics 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…3 min read·Feb 18, 2023----
KhALeD DenfirinAnalytics 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…3 min read·Aug 8, 2022----
KhALeD DenfirinAnalytics 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…3 min read·Aug 7, 2022----
KhALeD DenfirinAnalytics VidhyaLogistic Regression theoryLogistic regression is a Classification algorithm that will draw a boundary to differentiate between 2 or more classes, the boundary can…2 min read·Dec 31, 2020----
KhALeD DenfirinAnalytics VidhyaLinear Regression theorySimple easy to understand recap of linear regression intuitions5 min read·Dec 30, 2020----
KhALeD DenfirinAnalytics 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…3 min read·Oct 22, 2018----