Monetizing Machine Learning: Quickly Turn Python ML Ideas into Web Applications on the Serverless Cloud

© Manuel Amunategui, Mehdi Roopaei 2018

Manuel Amunategui and Mehdi RoopaeiMonetizing Machine Learninghttps://doi.org/10.1007/978-1-4842-3873-8_2

2. Client-Side Intelligence Using Regression Coefficients on Azure

Manuel Amunategui¹  and Mehdi Roopaei²

(1)

Portland, Oregon, USA

(2)

Platteville, Wisconsin, USA

 

Let’s build an interactive web application to understand bike rental demand using regression coefficients on Microsoft Azure.

For our first project, we’re going to model the Bike Sharing Dataset from the Capital Bikeshare System using regression modeling and learn how variables such as temperature, wind, and time affect bicycle rentals in the mid-Atlantic region of the United States (Figure 2-1).

Figure 2-1

Our final web application for this chapter ...