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Aquarium VS AWS CloudFormation

Compare Aquarium VS AWS CloudFormation and see what are their differences

Aquarium logo Aquarium

Improve ML models by improving datasets they’re trained on

AWS CloudFormation logo AWS CloudFormation

AWS CloudFormation gives developers and systems administrators an easy way to create and manage a...
  • Aquarium Landing page
    Landing page //
    2023-09-26
  • AWS CloudFormation Landing page
    Landing page //
    2023-03-22

Aquarium videos

What Happened To This PRO Aquarium Fish Keeper?! | Fish Tank Review 34

More videos:

  • Review - Petsmart Top Fin 5 Gallon Glass Aquarium $49.99 Unboxing Review!

AWS CloudFormation videos

What is AWS Cloudformation? Pros and Cons?

More videos:

  • Demo - AWS CloudFormation Tutorial | AWS CloudFormation Demo | AWS Tutorial | AWS Training | Edureka
  • Tutorial - AWS CloudFormation Template Tutorial

Category Popularity

0-100% (relative to Aquarium and AWS CloudFormation)
Developer Tools
100 100%
0% 0
DevOps Tools
0 0%
100% 100
AI
100 100%
0% 0
Continuous Integration
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Aquarium and AWS CloudFormation

Aquarium Reviews

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AWS CloudFormation Reviews

5 Best DevSecOps Tools in 2023
There are multiple providers for Infrastructure as Code such as AWS CloudFormation, RedHat Ansible, HashiCorp Terraform, Puppet, Chef, and others. It is advised to research each to determine what is best for any given situation since each has pros and cons. Some of these also are not completely free while others are. There are also some that are specific to a particular...
Do not use AWS CloudFormation
CloudFormation being a layer of indirection makes it difficult to work with in multi-region/multi-account scenarios. With CloudFormation you have to create Stack Sets and IAM policies that allow the CloudFormation service to impersonate other roles. The prerequisite steps you have to take to use CloudFormation across multiple accounts also must be taken just to have...
Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation
Of course, there are downsides to declarative languages too. Without access to a full programming language, your expressive power is limited. For example, some types of infrastructure changes, such as a rolling, zero-downtime deployment, are hard to express in purely declarative terms. Similarly, without the ability to do “logic” (e.g. if-statements, loops), creating...

Social recommendations and mentions

Based on our record, AWS CloudFormation seems to be a lot more popular than Aquarium. While we know about 113 links to AWS CloudFormation, we've tracked only 2 mentions of Aquarium. 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.

Aquarium mentions (2)

  • Ask HN: Who is hiring? (November 2021)
    Aquarium (https://aquariumlearning.com/) | Remote Only (North American Timezones) | Full Time Aquarium is an ML data management system that helps ML teams improve their models by improving their datasets. Aquarium uncovers problems in your dataset, then helps you edit or add data to fix these problems and optimize your model performance. We are looking for our first Product Manager and are also hiring for... - Source: Hacker News / over 2 years ago
  • ML Data Management — A Primer
    #ML is maturing and teams are less concerned about having enough #data, but rather having the right data. ML data management tooling helps improve ML models by improving datasets. Check out our piece below that discusses trends in the space and startups like aquariumlearning.com, Tryunbox.ai, Lightly.ai, Scale, and Labelbox. https://medium.com/memory-leak/ml-data-management-a-primer-a635a5eac858. Source: almost 3 years ago

AWS CloudFormation mentions (113)

  • Terraform vs. AWS CloudFormation
    Given AWS CloudFormation is AWS's native language and service for infrastructure as code, you will likely find more official quickstarts provided by AWS in the language. In addition to this, AWS Support will probably be more capable of assisting you with issues when you need help. AWS Support is essential for large enterprises, particularly those new to the cloud or slow to adopt. These types of organizations may... - Source: dev.to / about 2 months ago
  • Building an Amazon Location Service Resources with AWS CDK and AWS CloudFormation
    Today, I will show you how to build Amazon Location Service, which allows you to build location-based applications within your AWS environment using AWS Cloud Development Kit (AWS CDK) and AWS CloudFormation. I will also show examples of the recently popular CDK Migrate and AWS CloudFormation IaC generator. - Source: dev.to / about 2 months ago
  • DevSecOps with AWS- IaC at scale - Building your own platform - Part 1
    AWS CloudFormation: Speed up cloud provisioning with infrastructure as code. - Source: dev.to / 2 months ago
  • The 2024 Web Hosting Report
    Infrastructure as Code (IaC) is an important part of any true hosting operation in the public cloud. Each of these platforms has their own IaC solution, e.g. AWS CloudFormation. But they also support popular open-source IaC tools like Pulumi or Terraform. A category of tools that also needs to be discussed is API gateways and other app-specific load balancers. There are applications for internal consumption,... - Source: dev.to / 3 months ago
  • Authorization and Amazon Verified Permissions - A New Way to Manage Permissions Part XIII: Cloudformation
    Cloudformation (IaC) does not need to be introduced to anyone, plus if you read the previous blogpost, the terraform provider (CC) we used is based on Cloudformation. Moreover, you will notice a lot of similarities, after all, we are implementing the same scenario, but with a different tool. - Source: dev.to / 4 months ago
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What are some alternatives?

When comparing Aquarium and AWS CloudFormation, you can also consider the following products

Scale Nucleus - The mission control for your ML data

Bamboo - Bamboo is a continuous integration and deployment tool that ties automated builds, tests and releases together in a single workflow.

PerceptiLabs - A tool to build your machine learning model at warp speed.

AWS Lambda - Automatic, event-driven compute service

ML Image Classifier - Quickly train custom machine learning models in your browser

Terraform - Tool for building, changing, and versioning infrastructure safely and efficiently.