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_7

7. Forecasting with Naive Bayes and OpenWeather on AWS

Manuel Amunategui¹  and Mehdi Roopaei²

(1)

Portland, Oregon, USA

(2)

Platteville, Wisconsin, USA

 

Will I golf tomorrow? Find out using naive Bayes and real-time weather forecasts on Amazon Web Services.

In this chapter, we will take a look at the famed “Golf|Weather Dataset” from Gerardnico’s blog.¹ I say “famed” because it seems that whenever somebody does an introductory piece on the Bayes, they use this dataset. It makes sense, as it is a very simple and intuitive collection of environmental readings, and whether or not a player ends up playing golf. ...