PredictionIO vs. Amazon Machine Learning vs. BigML

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Heads up: you're comparing apples to oranges. Tools belonging to different groups are often not directly comparable because they usually have different intended purposes and benefits.

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Description

What is PredictionIO?

PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.

What is Amazon Machine Learning?

This new AWS service helps you to use all of that data you’ve been collecting to improve the quality of your decisions. You can build and fine-tune predictive models using large amounts of data, and then use Amazon Machine Learning to make predictions (in batch mode or in real-time) at scale. You can benefit from machine learning even if you don’t have an advanced degree in statistics or the desire to setup, run, and maintain your own processing and storage infrastructure.

What is BigML?

BigML provides a hosted machine learning platform for advanced analytics. Through BigML's intuitive interface and/or its open API and bindings in several languages, analysts, data scientists and developers alike can quickly build fully actionable predictive models and clusters that can easily be incorporated into related applications and services.

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Pros

Why do developers choose PredictionIO?
Why do you like PredictionIO?

Why do developers choose Amazon Machine Learning?
Why do you like Amazon Machine Learning?

Why do developers choose BigML?
Why do you like BigML?

Cons

What are the cons of using PredictionIO?
No Cons submitted yet for PredictionIO
Downsides of PredictionIO?

What are the cons of using Amazon Machine Learning?
No Cons submitted yet for Amazon Machine Learning
Downsides of Amazon Machine Learning?

What are the cons of using BigML?
No Cons submitted yet for BigML
Downsides of BigML?

Pricing

How much does PredictionIO cost?
How much does Amazon Machine Learning cost?
How much does BigML cost?
BigML Pricing

Companies

What companies use PredictionIO?
5 companies on StackShare use PredictionIO
What companies use Amazon Machine Learning?
6 companies on StackShare use Amazon Machine Learning
What companies use BigML?
1 companies on StackShare use BigML

What are some alternatives to PredictionIO, Amazon Machine Learning, and BigML?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • scikit-learn - Easy-to-use and general-purpose machine learning in Python
  • Keras - Deep Learning library for Theano and TensorFlow
  • PyTorch - A deep learning framework that puts Python first

See all alternatives to PredictionIO



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