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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
Integrations
AWS Marketplace
Apache HBase
Apache Hadoop YARN
Apache Spark
Docker
Elasticsearch
Java
MySQL
PHP
PostgreSQL
Integrations
AWS Marketplace
Apache HBase
Apache Hadoop YARN
Apache Spark
Docker
Elasticsearch
Java
MySQL
PHP
PostgreSQL
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