Amazon Machine Learning vs. TensorFlow

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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 TensorFlow?

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

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

Why do developers choose TensorFlow?
Why do you like TensorFlow?

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 TensorFlow?
Downsides of TensorFlow?

How much does Amazon Machine Learning cost?
How much does TensorFlow cost?
What companies use Amazon Machine Learning?
11 companies on StackShare use Amazon Machine Learning
What companies use TensorFlow?
212 companies on StackShare use TensorFlow
No integrations listed yet
What tools integrate with TensorFlow?
14 tools on StackShare integrate with TensorFlow

What are some alternatives to Amazon Machine Learning and TensorFlow?

  • Azure Machine Learning - A fully-managed cloud service for predictive analytics
  • Amazon SageMaker - Accelerated Machine Learning
  • NanoNets - Machine learning API with less data
  • FloydHub - Heroku for Deep Learning

See all alternatives to Amazon Machine Learning

Optimizing Machine Learning with TensorFlow
Google Announces Developer Preview of TensorFlow Lite
Google Announces TensorFlow Release 1.4

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