Regression

Explain regression to a non-technical audience with residual, weight, effect and SHAP plots“And don’t use any math” was my manager’s instruction.How else am I presupposed to explain how regression works!?Little did I do know...

We do the model comparison using the the loo package (9, 10) for leave-one-out cross validation. For an alternate approach using the WAIC criteria (11) I suggest you read this post also published by...

Borrowing ideas from Meta’s Prophet to construct a strong time series regression modelOn this follow up article, I proceed my mission to construct Frankenstein’s time series monster by combining ideas from the favored Prophet...

A PySpark tutorial on regression modeling with Random ForestThe diamonds dataset comprises features comparable to carat, color, cut, clarity, and more, all listed within the dataset documentation.The goal variable that we are attempting to...

The maths behind the model, from additive assumptions to pseudoinverse matricesTechnical disclaimer: It is feasible to derive a model without normality assumptions. We’ll go down this route since it’s straightforward enough to grasp and...

A case study with step-by-step code implementation25 min read·11 hours agoSuch partial knowledge of the governing differential equations hinders our understanding and control of those dynamical systems. Consequently, inferring these unknown components based on...

Code_From_ScratchHey everyone, let me let you know the story of Ian, whose boss has challenged to predict the brain's weight given the pinnacle size.Now Ian can easily predict the Brain weight given the Head...

Welcome to my blog, where I express my interest for applying machine learning to discover long-term solutions to environmental problems. Today, I’d need to discuss one of the vital pressing problems with our time:...