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Apache PredictionIO Review

Apache PredictionIO
Our score: 9.2 User satisfaction: 100%

What is Apache PredictionIO?

Apache PredictionIO is an open source machine learning server designed by The Apache Software Foundation. It enables developers and data scientists to swiftly build and publish a machine learning engine to the web as a service.

With Apache PredictionIO, users have access to machine learning libraries like Spark MLLib and OpenNLP, letting them retrieve algorithms from different sources. This way, they are not limited only to one algorithm library.

Moreover, Apache PredictionIO assists developers in implementing their unique machine learning models and integrating them into their own engines. On top of that, the platform also serves to make the management of data infrastructure as simple as possible.

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Overview of Apache PredictionIO Benefits

Open Source Platform

Apache PredictionIO is an open source machine learning platform that allows developers and data scientists to build, evaluate, and deploy engines by utilizing machine learning algorithms. This allows them to employ the platform in their projects without limitations.

Flexible Infrastructure

With Apache PredictionIO, users can choose which method to use to deploy the platform. It can be installed on computing machines as a full learning stack together with Apache Spark, MLlib, HBase, Spray, and Elasticsearch. This makes machine learning infrastructure management simple and quicker.

Template Library

Users of Apache PredictionIO do not have to always start from scratch in creating their own engines. That is because the platform has a library of templates that they can customize for their machine learning tasks. This makes the creation of models faster and more efficient.

Application Integration

Apache PredictionIO has an API that supports integration with web or mobile applications. This gives users the flexibility they need to customize their usage of the platform and of their applications.

Continuous Data Collection

With Apache PredictionIO, users can rest assured that their data from their application is being continuously collected. This way, the engine can build predictive models using the aggregate. The engine then employs them in responding to real-time queries with accurate predictions once it has been deployed as a web service.

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Overview of Apache PredictionIO Features

  • Customizable Templates
  • Real-Time Queries Response
  • Engine Variants Evaluation & Tuning
  • Data Unification
  • Machine Learning Modeling & Incorporation
  • Machine Learning & Data Processing Libraries
  • Data Infrastructure Management

Apache PredictionIO Position In Our Categories

Knowing that businesses have their own business needs, it is only sensible they abstain from subscribing to an all-in-one, “perfect” software solution. Still, it is futile to stumble on such application even among popular software solutions. The best thing to do can be to note down the varied significant factors that merit careful thought like major features, budget, skill competence of staff members, business size, etc. After which, you must perform the product research comprehensively. Go over some Apache PredictionIO evaluations and explore each of the software programs in your shortlist in detail. Such all-encompassing research can make sure you weed out unfit apps and select the one which has all the aspects your business requires.

Position of Apache PredictionIO in our main categories:

TOP 5

Apache PredictionIO is one of the top 5 AI Software products

It's crucial to keep in mind that virtually no service in the AI Software category is going to be an ideal solution that can match all the needs of all company types, sizes and industries. It may be a good idea to read a few Apache PredictionIO AI Software reviews first as specific services can dominate only in a really small set of applications or be prepared with a very specific type of industry in mind. Others might function with an intention of being easy and intuitive and therefore lack complicated elements welcomed by more experienced users. You can also find software that focus on a large group of users and offer a powerful feature base, but that usually comes at a higher cost of such a solution. Make sure you're aware of your requirements so that you select a software that has exactly the functionalities you search for.

How Much Does Apache PredictionIO Cost?

Apache PredictionIO Pricing Plans:

Free Trial

Apache PredictionIO

Free

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What are Apache PredictionIO pricing details?

Apache PredictionIO Pricing Plans:

Free Trial

Apache PredictionIO

Free

There are no enterprise pricing plans.

User Satisfaction

Positive Social Media Mentions 12
Negative Social Media Mentions 0

We realize that when you choose to purchase a AI Software it’s vital not only to find out how experts evaluate it in their reviews, but also to discover if the real users and companies that purchased this software are genuinely satisfied with the product. Because of that need we’ve designer our behavior-based Customer Satisfaction Algorithm™ that collects customer reviews, comments and Apache PredictionIO reviews across a broad array of social media sites. The information is then displayed in a simple to digest form showing how many users had positive and negative experience with Apache PredictionIO. With that information at hand you should be ready to make an informed purchasing decision that you won’t regret.

Technical details

Devices Supported

  • Windows
  • Linux
  • Mac

Deployment

  • On Premise
  • Open API

Language Support

  • English

Pricing Model

  • Free

Customer Types

  • Small Business
  • Large Enterprises
  • Medium Business
  • Freelancers

What Support Does This Vendor Offer?

  • email
  • phone
  • live support
  • training
  • tickets

What integrations are available for Apache PredictionIO?

Apache PredictionIO can integrate with custom applications.

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Nestor Gilbert

By Nestor Gilbert

Nestor Gilbert is a senior B2B and SaaS analyst and a core contributor at FinancesOnline for over 5 years. With his experience in software development and extensive knowledge of SaaS management, he writes mostly about emerging B2B technologies and their impact on the current business landscape. However, he also provides in-depth reviews on a wide range of software solutions to help businesses find suitable options for them. Through his work, he aims to help companies develop a more tech-forward approach to their operations and overcome their SaaS-related challenges.

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