PinnedTaraqur RahmaninThe Biased OutliersHow Should I Feed my Gradient Descent?Gradient Descent is always hungry for data. How should we feed the data to the gradient descent? There are three common ways to feed in…4 min read·Dec 1, 2022----
Taraqur RahmanHiking Hector LakeIn September 2023, few friends and I went on a hiking trip to Banff.3 min read·Jan 2, 2024----
Taraqur RahmaninOWL IntegrationsWhat the Duck?We have been talking a lot about Ducks lately. You might have figured out by now that we are not referring to the ones that are flocking…4 min read·Feb 9, 2023----
Taraqur RahmaninThe Biased OutliersMoving Beyond Linearity — ISLR Series Chapter 7Linear Regression is a great and simple model especially adding in some regularizers. However one of the limitations of linear regression…4 min read·Jan 16, 2023----
Taraqur RahmaninOWL IntegrationsWhat Does the Data Say About the ClusterDuck Protocol v3?The ClusterDuck Protocol (CDP) has evolved to version 3 thanks to the support of our open source community. There are many new things in…5 min read·Jun 30, 2022----
Taraqur RahmaninThe Biased OutliersPredicting Annual Water Usage in Baltimore using ARIMATime Series Forecasting Walkthrough5 min read·Dec 24, 2021----
Taraqur RahmaninThe Biased OutliersIntroduction to Time SeriesTime series can be a bit difficult at first. There are new lingo that needs to be learned in addition to all the other statistical jargon…4 min read·Sep 16, 2021----
Taraqur RahmaninThe Biased OutliersLinear Model Selection and Regularization — ISLR Series Chapter 6In Chapter 3, we talked about Linear Regression: how we can assume the data fits a linear model and predict using that linear model. The…4 min read·Jul 8, 2021----
Taraqur RahmaninThe Biased OutliersResampling Methods — ISLR Series: Chapter 56 min read·May 6, 2021----
Taraqur RahmaninThe Biased OutliersClassification — ISLR Series: Chapter 4 — Part ILast blog we talked about linear regression: given some data, predict a numerical response. Chapter 4 and this blog goes over the scenario…6 min read·Apr 17, 2021----