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Apache PredictionIO VS AWS Deep Learning AMIs

Compare Apache PredictionIO VS AWS Deep Learning AMIs and see what are their differences

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Apache PredictionIO logo Apache PredictionIO

Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.

AWS Deep Learning AMIs logo AWS Deep Learning AMIs

The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at any scale.
  • Apache PredictionIO Landing page
    Landing page //
    2021-09-05
  • AWS Deep Learning AMIs Landing page
    Landing page //
    2023-04-30

Category Popularity

0-100% (relative to Apache PredictionIO and AWS Deep Learning AMIs)

Apache PredictionIO

AWS Deep Learning AMIs

Data Dashboard
100 100%
Data Dashboard
0% 0
Development
0 0%
Development
100% 100
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Diagnostics Software
0 0%
Diagnostics Software
100% 100

User comments

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Social recommendations and mentions

Based on our record, AWS Deep Learning AMIs seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apache PredictionIO mentions (0)

We have not tracked any mentions of Apache PredictionIO yet. Tracking of Apache PredictionIO recommendations started around Mar 2021.

AWS Deep Learning AMIs mentions (3)

  • Machine Learning Best Practices for Public Sector Organizations
    AWS Deep Learning AMIs can be used to accelerate deep learning by quickly launching Amazon EC2 instances. - Source: dev.to / over 2 years ago
  • Unable to host a Flask App consisting of an Image Classification Model coded in Pytorch to a free tier EC2 instance. The issue occurs at requirements installation i.e The torch v1.8.1 installation gets stuck at 94%.
    Ok a bit more on topic of your question. Set up a docker locally on your computer, pick a relevant image with all the python stuff and then do pip install -r requirements -t ./dependencies zip it up, upload to S3 and then get it from there and use on the EC2 instance. Or look into using Deep Learning AMIs they should have pytorch installed: https://aws.amazon.com/machine-learning/amis/. Source: almost 3 years ago
  • Is Sagemaker supposed to replace Keras or PyTorch? Or Tensorflow?
    Literally nothing stops you from running EC2 instance with GPU and configuring it yourself. There are even AMIs specialized for ML workloads with everything preconfigured and ready to use - https://aws.amazon.com/machine-learning/amis/. Source: almost 3 years ago

What are some alternatives?

When comparing Apache PredictionIO and AWS Deep Learning AMIs, you can also consider the following products

Google Cloud Machine Learning - Google Cloud Machine Learning is a service that enables user to easily build machine learning models, that work on any type of data, of any size.

AWS Auto Scaling - Learn how AWS Auto Scaling monitors your applications and automatically adjusts capacity to maintain steady, predictable performance at the lowest possible cost.

MLJAR - MLJAR is a predictive analytics platform that facilitates machine learning algorithms search and tuning.

IBM Cloud Bare Metal Servers - IBM Cloud Bare Metal Servers is a single-tenant server management service that provides dedicated servers with maximum performance.

Teachable Machine - Easily create machine learning models for your apps, no coding required.

Faronics Deep Freeze - Faronics Deep Freeze provides the ultimate workstation protection by preserving the desired computer configuration and settings.

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