germayneWhat value should data-scientist be providing?With co-pilot, and directions of autoML, 1-liner libraries to run algorithms, what should be the value of data-scientist?Jul 24, 2021Jul 24, 2021
germayneineat-pred-loveTime Series Cross-validation — a walk forward approach in pythonImportance of doing time-series cross validation and python implementation of walk forward.Sep 5, 20194Sep 5, 20194
germayneineat-pred-loveCasino’s Big and Small — using Monte Carlo SimulationBack in 2018, it was my first experience at a casino in Macau (It was a dedicated day trip from Hong Kong). We chose one of the easiest …Aug 24, 20191Aug 24, 20191
germayneineat-pred-loveKaggle Home Credit, a silver solution (Top 5%)This competition requires kagglers to build a credit-scoring model of sorts. The main objective is to classify if a given individual…Dec 21, 2018Dec 21, 2018
germayneineat-pred-loveWrapping up Kaggle’s Home credit competitionDespite being busy with my schedule recently, I managed to obtain a silver medal (top 5% placement) in this competition. I did struggle…Aug 30, 2018Aug 30, 2018
germayneineat-pred-loveFilling in gaps in time series dataA 3 line solution to filling time series gapsJul 31, 20182Jul 31, 20182
germayneineat-pred-loveAbout…Eat, Pred, Love is a medium where I express my interests in data science, computer science as well as any mathematical concepts which I…Jul 2, 2018Jul 2, 2018
germayneineat-pred-loveEasy guide to installing keras + TensorflowGetting ready for deep learning is not as hard as you might think. (minus the modelling and architecture process, underlying mathematics)Oct 27, 2017Oct 27, 2017
germayneineat-pred-loveThe new kids on the block - Elastic net, LASSO and ridgeElastic net, lasso and ridge are the new cool kids that joined your neighborhood. They provide the union of statistics and machine…Jun 22, 2017Jun 22, 2017