Predictive Analytics

Predictive Analytics | News, how-tos, features, reviews, and videos

The death of reactive IT: How predictive engineering will redefine cloud performance in 10 years

Waiting for alerts is obsolete — predictive engineering lets cloud systems see trouble coming and fix it before users ever notice.

By Sopuluchukwu Ani

Feb 11, 20269 mins

Cloud ArchitectureCloud ManagementHybrid Cloud

Articles

How AI is changing IoT

Artificial intelligence unlocks the true potential of IoT by enabling networks and devices to learn from past decisions, predict future activity, and continuously improve performance and decision-making capabilities.

By Xavier Dupont

Jun 21, 2022 8 mins

Machine LearningPredictive AnalyticsTechnology Industry

3 business solutions where AI is a good choice

Now that AI is cheap and widely available, we often leverage it too often and for the wrong reason. Here's where cloud-based AI provides the most value.

By David Linthicum

May 31, 2022 3 mins

AnalyticsArtificial IntelligencePredictive Analytics

An introduction to time series forecasting

Time series forecasts are used to predict a future value or a classification at a particular point in time. Here’s a brief overview of their common uses and how they are developed.

By Anais Dotis-Georgiou

Jul 22, 2021 9 mins

Data ScienceDatabasesPredictive Analytics

How PagerDuty helps customer service and IT teams improve responses

PagerDuty uses machine learning to anticipate issues and dramatically accelerate responses, so problems are addressed before they impact customers

By Chris Bonnell

Jun 24, 2020 9 mins

DevopsMachine LearningPredictive Analytics

Time series analysis with KNIME and Spark

Train and evaluate a simple time series model using a random forest of regression trees and the NYC Yellow taxi data set.

By Andisa Dewi and Rosaria Silipo

Jun 26, 2019 19 mins

AnalyticsMachine LearningPredictive Analytics

YotaScale puts predictive analytics into cloud ops

Now working on AWS, the platform provides insights into cloud deployments

By Paul Krill

Nov 8, 2018 1 min

Cloud ComputingCloud ManagementPredictive Analytics

7 cloud services to ease machine learning

Build, train, tune, and deploy machine learning and deep learning models in these end-to-end machine learning clouds

By Peter Wayner

Oct 15, 2018 9 mins

AnalyticsMachine LearningPredictive Analytics

Elasticsearch stack wises up with machine learning

The open source log-analysis stack now has machine learning components for more sophisticated analytics, albeit through a commercial add-on

By Serdar Yegulalp

May 5, 2017 2 mins

AnalyticsOpen SourcePredictive Analytics

Back to the future of application development

What will computing look like in the next 10 years, and what does the future hold for app developers? These trends are driving major transformation to the role

By Carlos Melendez

Jan 23, 2017 5 mins

Data ScienceDevelopment ToolsTechnology Industry