Questions? Feedback? powered by Olark live chat software
Hoppa över navigering

Azure Events

Se vad som händer i ditt område.

Den här händelsen har avslutats

Building Predictive Maintenance Solutions with Azure ML

How to conveniently build a predictive model in Azure Machine Learning and deploy it as a web service.

Gaining attention largely due to the rise of the Internet of Things (IoT), predictive maintenance can be defined as a technique to predict when an in-service machine will fail so that maintenance could be planned in advance. However, the concept of predictive maintenance has evolved and covers a wide range of applications. Through a real-world example, I will show different ways of formulating a failure prediction problem. By showing a step-by-step procedure of data input, data preprocessing, data labeling and feature engineering to prepare the training/testing data on a publicly available dataset, I will present how convenient it is to build a predictive model in Azure Machine Learning and deploy it as a web service. At the end of this session, the audience is expected to understand the landscape and challenges of predictive maintenance applications, and also understand how to make usage of the predictive maintenance template offered by Microsoft Azure Machine Learning.

Var: Globalt
När: Tue, 07 Jul 2015 17:00:00 GMT

Tue, 07 Jul 2015 17:00:00 GMT (UTC)

Kostnadsfritt konto

Registrera dig nu och få $200 i Azure-kredit

Visual Studio

Prenumeranter får upp till $1800 per år med Azure-tjänster

Startups

Gå med i BizSpark-programmet och få Azure-tjänster gratis