---
title: "Data Science for Human-Centered Product Design"
author: "Travis Kassab"
date: "2021-02-15T22:08:07Z"
tags: [Data Science, Tutorial, Statistics, Machine Learning]
link: "https://bookdown.org/travis/data_science_for_human_centered_product_design/"
length_weight: "9.1%"
pinned: false
---

Data Science for Human-Centered Product Design [...] This is a data science tutorial with seven open-source projects that show how statistics and machine learning can be applied to user survey data. The purpose is not to prescribe techniques, but to demonstrate the use of data science in the context of product design. I’ve compiled what I know on the topic, and hope readers adopt some of these techniques and use them in concert with qualitative research and entrepreneurial thinking to build better products. Let’s quickly preview the seven different use-cases. First, we must develop an ...
