Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

Apache PredictionIO® is a robust open-source machine learning server designed for developers and data scientists to build predictive engines for diverse machine learning applications. It empowers users to swiftly create and launch an engine as a web service in a production environment using easily customizable templates. Upon deployment, it can handle dynamic queries in real-time, allowing for systematic evaluation and tuning of various engine models, while also enabling the integration of data from multiple sources for extensive predictive analytics. By streamlining the machine learning modeling process with structured methodologies and established evaluation metrics, it supports numerous data processing libraries, including Spark MLLib and OpenNLP. Users can also implement their own machine learning algorithms and integrate them effortlessly into the engine. Additionally, it simplifies the management of data infrastructure, catering to a wide range of analytics needs. Apache PredictionIO® can be installed as a complete machine learning stack, which includes components such as Apache Spark, MLlib, HBase, and Akka HTTP, providing a comprehensive solution for predictive modeling. This versatile platform effectively enhances the ability to leverage machine learning across various industries and applications.

Description

Industry 4.0, Big Data, and the Internet of Things represent a diverse array of concepts surrounding interconnected and smart manufacturing. Softgate has introduced SOMA, a sophisticated software solution designed for the seamless capture, visualization, and analysis of production machine data. The potential data sources and applications are virtually endless, as any machine capable of generating data—either inherently or through retrofitted sensors—can connect to SOMA with ease. This capability exemplifies the central idea of those initial buzzwords: integrating machinery with robust IT systems. By leveraging the data collected, these IT platforms can identify patterns that lead to forecasts regarding equipment wear, product quality, or energy usage. SOMA’s modular hardware design facilitates effortless integration, whether for individual machines or entire clusters. Additionally, a centralized data repository enables tailored comparisons and evaluations, enhancing decision-making for both single machines and groups of machines. This holistic approach not only streamlines operations but also empowers manufacturers to optimize their processes effectively.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

AWS Marketplace
Apache HBase
Apache Hadoop YARN
Apache Spark
Docker
Elasticsearch
Java
MySQL
PHP
PostgreSQL
Python
Ruby
Scala

Integrations

AWS Marketplace
Apache HBase
Apache Hadoop YARN
Apache Spark
Docker
Elasticsearch
Java
MySQL
PHP
PostgreSQL
Python
Ruby
Scala

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Apache

Country

United States

Website

predictionio.apache.org

Vendor Details

Company Name

Softgate

Country

Germany

Website

www.soft-gate.de/en/digitalisierung-von-produktionsmaschinen/

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Data Visualization

Analytics
Content Management
Dashboard Creation
Filtered Views
OLAP
Relational Display
Simulation Models
Visual Discovery

Alternatives

Apache Spark Reviews

Apache Spark

Apache Software Foundation

Alternatives

MLlib Reviews

MLlib

Apache Software Foundation
SOMA Records Reviews

SOMA Records

SOMA Global
FS.net Reviews

FS.net

Symbrium
Amazon EMR Reviews

Amazon EMR

Amazon
Apache Mahout Reviews

Apache Mahout

Apache Software Foundation