Apache PredictionIO
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Apache PredictionIO
By The Apache Software Foundation
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4.3 out of 5 stars
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Apache PredictionIO Reviews & Product Details - Page 2

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Apache PredictionIO Overview

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What is Apache PredictionIO?

Apache PredictionIO is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.

Apache PredictionIO Details
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Product Description

Apache PredictionIO is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.

Seller Details
Seller
The Apache Software Foundation
Year Founded
1999
HQ Location
Wakefield, MA
Twitter
@TheASF
66,224 Twitter followers
LinkedIn® Page
www.linkedin.com
2,291 employees on LinkedIn®
Description

Community-led development since 1999. FoundationProjectsPeopleGet InvolvedDownloadSupport ApacheHome. We consider ourselves not simply a group of projects sharing a server, but rather a community of developers and users.

Recent Apache PredictionIO Reviews

Kavyansh P.
KP
Kavyansh P.Enterprise (> 1000 emp.)
4.5 out of 5
"Make ML integration easy with prediction IO"
1. It helps me deploy ML projects onto a server after configuring a few settings. 2. It features the creation of comprehensive ML production envir...
Read more
Verified User
U
Verified UserMid-Market (51-1000 emp.)
4.5 out of 5
"Apache PredictionIO has been a game-changer for me."
Apache PredictionIO has been a game-changer for me. Predictive engines' swift and adaptable deployment made what may have been a challenging voy...
Read more
Abhinav M.
AM
Abhinav M.Enterprise (> 1000 emp.)
5.0 out of 5
"Best"
Everything is fine and as expected. Ease of use and good number of features plus integration was easy.
Read more
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18 Apache PredictionIO Reviews

4.3 out of 5
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18 Apache PredictionIO Reviews
4.3 out of 5
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4.3 out of 5
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Apache PredictionIO Pros and Cons

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Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
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Akash M.
AM
Software Engineer
Small-Business(50 or fewer emp.)
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Incentivized Review
What do you like best about Apache PredictionIO?

PredictionIO scalable, which allows users to handle large volumes of data and creates an ease in growing machine learning workloads. It supports various cloud platform deployments. It can be easily implemented. Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

Limited Documentation for specific use cases. Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

I am integrating it with apache spark to generate good results regarding fraud detections and anomaly detection. Review collected by and hosted on G2.com.

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Verified User in Computer Software
CC
Small-Business(50 or fewer emp.)
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What do you like best about Apache PredictionIO?

The Project is Open-Source and has all the key Apache Softwares integrated with it which is very useful for Analytics like Hadoop and Spark. Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

The project is no longer active. It is officially retired and no longer maintined. It's not much useful for the advanced use-cases anymore. Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

The basic recommendation system and ease of use is on point. But now it is no longer useful for advanced use-cases. The ChatGTP APIs can easily replace most of the usecases the framework can serve. Review collected by and hosted on G2.com.

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Abhinav M.
AM
System Engineer
Enterprise(> 1000 emp.)
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What do you like best about Apache PredictionIO?

Everything is fine and as expected. Ease of use and good number of features plus integration was easy. Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

Nothing. From my perspective everything was good. Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

I used in a customer support project and it's running pretty well serving 100s of users per day Review collected by and hosted on G2.com.

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Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about Apache PredictionIO?

1) It allows users to easily deploy and manage machine learning models at scale.

2) Can be integrated with various data models and machine learning libraries.

3) Open source, Large community helps to get various machine learning templates and algorithms. Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

1) Less scalable while handling large datasets.

2) Performance issue. Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

Working as a python developer and mostly dealing with machine learning and artificial intelligence it is helping for deployment of machine learning models into production server.

helping to create customizable, reusable machine learning templates. Review collected by and hosted on G2.com.

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Debojyoti G.
DG
Enterprise(> 1000 emp.)
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What do you like best about Apache PredictionIO?

Loved modular design,streamlined ML task Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

Steep learning curve,beginner unfriendly Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

Used PredictionIO to simplify and scale our ML projects. Great for data integration and model management. Review collected by and hosted on G2.com.

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Verified User in Information Technology and Services
UI
Mid-Market(51-1000 emp.)
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What do you like best about Apache PredictionIO?

It is easy to learn and use in a project. As it is open-source, it benefits in many ways for different types of projects Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

Performance can be improved as I faced some difficulties with speed Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

It helped to deploy machine learning models on the server Review collected by and hosted on G2.com.

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Verified User in Banking
UB
Enterprise(> 1000 emp.)
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What do you like best about Apache PredictionIO?

very responsive to dynamic queries, open source machine, learning server Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

Limited to those familiar with spark and Hadoop Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

Simplify data infrastructure management Review collected by and hosted on G2.com.

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Verified User in Wireless
GW
Small-Business(50 or fewer emp.)
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What do you like best about Apache PredictionIO?

It worked pretty quickly. I didn’t have to worry much about lag Review collected by and hosted on G2.com.

What do you dislike about Apache PredictionIO?

I wasn’t too happy about the display. I thought it could be more modern Review collected by and hosted on G2.com.

What problems is Apache PredictionIO solving and how is that benefiting you?

It helps predict data and forecasting which is really nice Review collected by and hosted on G2.com.

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Apache PredictionIO Categories on G2
Machine Learning
Machine Learning

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Apache PredictionIO