Amazon Deep Learning AMIs vs. Tonkean

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon Deep Learning AMIs
Score 8.4 out of 10
N/A
AMIs are Amazon Machine Images, virtual appliance deployed on EC2. The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at scale. Users can launch Amazon EC2 instances pre-installed with deep learning frameworks and interfaces such as TensorFlow, PyTorch, Apache MXNet, Chainer, Gluon, Horovod, and Keras to train sophisticated, custom AI models, experiment with new algorithms, or to learn new…N/A
Tonkean
Score 0.0 out of 10
N/A
Tonkean uses AI to autonomously coordinate, execute and manage your business workflows, across data and people, so nothing falls through the cracks. The company's platform automatically connects to the interfaces users already use such as forms, email, chat, or other tools, based on the needs and preferences of each individual, enabling operations teams to quickly create adaptive modules to solve their unique challenges in a way that doesn't require new systems or engineering work.
$10,000
per month
Pricing
Amazon Deep Learning AMIsTonkean
Editions & Modules
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Offerings
Pricing Offerings
Amazon Deep Learning AMIsTonkean
Free Trial
NoYes
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
More Pricing Information
Community Pulse
Amazon Deep Learning AMIsTonkean
Top Pros

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Top Cons

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User Ratings
Amazon Deep Learning AMIsTonkean
Likelihood to Recommend
8.4
(3 ratings)
-
(0 ratings)
User Testimonials
Amazon Deep Learning AMIsTonkean
Likelihood to Recommend
Amazon AWS
Amazon AMIs has been very useful for the quick setup and implementation of deep learning for data analysis which is something I have used the service for in my own research. We commonly use the service to enable students to run intensive deep learning algorithms for their assessments. This service works well in this scenario as it allows students to quickly set up a suitable environment and get started with little hassle. If you are looking to run simple, surface level deep learning algorithms (kind of contradictory statement I know) then AMI is more complicated than most will need. When it comes to teaching the basics of Machine Learning, this kind of system is unnecessary and there are other alternatives which can be used. That being said this service is a must if you are looking to run complex deep learning via the cloud.
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Tonkean Inc
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Pros
Amazon AWS
  • Setting up environment
  • Support for different types of machines
  • Perfect for Machine Learning / Deep Learning use cases
  • Nvidia / Cuda / Conda support easily
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Tonkean Inc
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Cons
Amazon AWS
  • AWS Is expensive for small practitioners.
  • There could be support with visualization and data/model versioning.
  • Visualization support can be added.
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Tonkean Inc
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Alternatives Considered
Amazon AWS
Both of these services provide similar functionality and from my experience both are top class services which cover most of your needs. I think ultimately it comes down to what you need each service for. For example Amazon DL AMIs allows for clustering by default meaning I am able to run several clustering algorithms without a problem whereas IBM Watson Studio doesn't provide this functionality. They both provide a wide range of default packages such as Amazon providing caffe-2 and IBM providing sci-kitlearn. My main point is that both are very good services which have very similar functionality, you just need to think about the costs, suitability of features and integration with other services you are using.
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Tonkean Inc
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Return on Investment
Amazon AWS
  • Saves a lot of Infra Costs
  • Saves a lot of time in handling environment issues
  • Easy to start a new instance
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Tonkean Inc
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