---
title: "Agile Machine Learning with R"
author: "Edwin Thoen"
date: "2019-07-16T14:51:14Z"
tags: [Machine Learning, Statistics, Course]
link: "https://bookdown.org/edwinthoen/AMLwR/"
length_weight: "3.6%"
pinned: false
---

A workflow for doing machine learning in the R language, using Agile principles. [...] Not even too long ago, when I was starting my career as a data scientist, I did not really have a workflow. Freshly graduated from an applied statistics master I entered the arena of Dutch business, employed by a small consulting firm. Neither the company I was with, nor the clients I was working for, nor myself had an understanding of what it meant to implement a statistical model or a machine learning method in the real world. Everybody was of course interested in this “Big Data” thing, so it did not take  ...
