Amazon Machine Learning vs TensorFlow: What are the differences?
Amazon Machine Learning: Visualization tools and wizards that guide you through the process of creating ML models w/o having to learn complex ML algorithms & technology. 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; TensorFlow: Open Source Software Library for Machine Intelligence. 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.
Amazon Machine Learning belongs to "Machine Learning as a Service" category of the tech stack, while TensorFlow can be primarily classified under "Machine Learning Tools".
Uber Technologies, 9GAG, and Postmates are some of the popular companies that use TensorFlow, whereas Amazon Machine Learning is used by Apli, Cymatic Security, and FetchyFox. TensorFlow has a broader approval, being mentioned in 200 company stacks & 135 developers stacks; compared to Amazon Machine Learning, which is listed in 9 company stacks and 10 developer stacks.
Sign up to add or upvote prosMake informed product decisions
Sign up to add or upvote consMake informed product decisions
What is Amazon Machine Learning?
What is TensorFlow?
Need advice about which tool to choose?Ask the StackShare community!
Sign up to get full access to all the companiesMake informed product decisions
What tools integrate with Amazon Machine Learning?
Sign up to get full access to all the tool integrationsMake informed product decisions
Red Hat, Inc.