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What is integrate.ai?

We help developers tackle significant global issues by harnessing the power of sensitive data while effectively reducing the risks involved. This commitment inspires us to develop privacy-centric tools for machine learning and analytics that are designed for the dynamic nature of distributed data environments. Data is constantly generated and stored across various platforms, including cloud systems, local servers, and increasingly at the edge of networks. The costs associated with de-identifying, transferring, centrally managing, and storing large quantities of data can be substantial and often daunting. Legal frameworks like HIPAA, GDPR, PIPEDA, and CCPA place strict limitations on how data can be consolidated, especially across different jurisdictions. By implementing federated learning and analytics, we guarantee that only model parameters are sent from individual private servers, enabling data stewards to retain complete authority over their data. This revolutionary method allows businesses to not only comply with regulatory requirements but also to enrich their services for current customers by creating innovative features that leverage collective insights from user data. Consequently, organizations can achieve compliance while simultaneously fostering growth in a secure and effective way, thereby ensuring that they remain competitive in an ever-evolving market landscape.

What is Apache PredictionIO?

Apache PredictionIO® is an all-encompassing open-source machine learning server tailored for developers and data scientists who wish to build predictive engines for a wide array of machine learning tasks. It enables users to swiftly create and launch an engine as a web service through customizable templates, providing real-time answers to changing queries once it is up and running. Users can evaluate and refine different engine variants systematically while pulling in data from various sources in both batch and real-time formats, thereby achieving comprehensive predictive analytics. The platform streamlines the machine learning modeling process with structured methods and established evaluation metrics, and it works well with various machine learning and data processing libraries such as Spark MLLib and OpenNLP. Additionally, users can create individualized machine learning models and effortlessly integrate them into their engine, making the management of data infrastructure much simpler. Apache PredictionIO® can also be configured as a full machine learning stack, incorporating elements like Apache Spark, MLlib, HBase, and Akka HTTP, which enhances its utility in predictive analytics. This powerful framework not only offers a cohesive approach to machine learning projects but also significantly boosts productivity and impact in the field. As a result, it becomes an indispensable resource for those seeking to leverage advanced predictive capabilities.

Media

Media

Integrations Supported

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

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

integrate.ai

Date Founded

2017

Company Location

Canada

Company Website

www.integrate.ai/

Company Facts

Organization Name

Apache

Company Location

United States

Company Website

predictionio.apache.org

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Machine Learning

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

Categories and Features

Machine Learning

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

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