PinnedJake Miller BrooksinTowards Data ScienceHow to Code Ridge Regression from ScratchA closed-form approach in Numpy4 min read·Nov 23, 2020----
Jake Miller BrooksinDev GeniusHeroku and Streamlit Under the HoodUnderstanding the Procfile, and setup.sh4 min read·Dec 14, 2020----
Jake Miller BrooksinDataDrivenInvestorHow to Build Custom Transformers in Scikit-LearnExtend Built-in Functionality with Your Own Pipeline Compatible Preprocessing Tools3 min read·Dec 7, 2020----
Jake Miller BrooksGradient Descent for Linear Regression from ScratchNumpy implementation of Batch Gradient Descent2 min read·Nov 30, 2020----
Jake Miller BrooksinTowards Data ScienceHow to Code Linear Regression from ScratchA numpy implementation based on the normal equation4 min read·Nov 16, 2020----
Jake Miller BrooksinLevel Up CodingSolve (and understand!) the Project Euler Problems in Python — Introduction and Problems 1–3If you’re just getting started with programming then you might not have heard of Project Euler. If you haven’t, first go check it out…7 min read·Jun 25, 2020----
Jake Miller BrooksinThe StartupFinding Zen with Pivot Tables in PandasPivot tables are a bit like Vim. (No wait don’t go! They’re much easier!) Pivot tables are like Vim, in the sense that you probably know…5 min read·Jun 10, 2020----
