PredictionIO vs. Azure 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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Hacker News, Reddit, Stack Overflow Stats

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GitHub Stats

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No public GitHub repository stats available

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 Azure Machine Learning?

Azure Machine Learning is a fully-managed cloud service that enables data scientists and developers to efficiently embed predictive analytics into their applications, helping organizations use massive data sets and bring all the benefits of the cloud to machine learning.

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.

Pros

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

Why do developers choose Azure Machine Learning?
Why do you like Azure 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 Azure Machine Learning?
No Cons submitted yet for Azure Machine Learning
Downsides of Azure 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 Azure Machine Learning cost?
Azure Machine Learning Pricing
How much does BigML cost?
BigML Pricing

Companies

What companies use PredictionIO?
5 companies on StackShare use PredictionIO
What companies use Azure Machine Learning?
11 companies on StackShare use Azure Machine Learning
What companies use BigML?
1 companies on StackShare use BigML

Integrations

No integrations listed yet
What tools integrate with Azure Machine Learning?
2 tools on StackShare integrate with Azure Machine Learning
No integrations listed yet

What are some alternatives to PredictionIO, Azure 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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