Software Alternatives, Accelerators & Startups

H2O.ai VS Aquarium

Compare H2O.ai VS Aquarium and see what are their differences

H2O.ai logo H2O.ai

Democratizing Generative AI. Own your models: generative and predictive. We bring both super powers together with h2oGPT.

Aquarium logo Aquarium

Improve ML models by improving datasets they’re trained on
  • H2O.ai Landing page
    Landing page //
    2023-10-25
  • Aquarium Landing page
    Landing page //
    2023-09-26

H2O.ai

Website
h2o.ai
Pricing URL
-
$ Details
Release Date
2012 January
Startup details
Country
United States
State
California
Founder(s)
Cliff Click
Employees
10 - 19

H2O.ai videos

[Demo] Predicting Healthcare Outcomes with H2O.ai

More videos:

  • Review - H2O Just Add Water was the weirdest show...
  • Review - H2O wireless phone service full review 2019
  • Review - H2O Wireless:IS IT WORTH IT Review?
  • Review - H2O.ai VS. OBSERVE.ai: What The AI Race To Market Means
  • Review - H2O.ai Launches H2OGPT and LLM Studio: Build Your Own Enterprise Grade Chatbots

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!

Category Popularity

0-100% (relative to H2O.ai and Aquarium)
Data Science And Machine Learning
Developer Tools
0 0%
100% 100
AI
55 55%
45% 45
Machine Learning
100 100%
0% 0

Questions and Answers

As answered by people managing H2O.ai and Aquarium.

What makes your product unique?

H2O.ai's answer

At H2O.ai, democratizing AI isn’t just an idea. It’s a movement. And that means that it requires action. We started out as a group of like minded individuals in the open source community, collectively driven by the idea that there should be freedom around the creation and use of AI.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare H2O.ai and Aquarium

H2O.ai Reviews

Top 7 Predictive Analytics Tools
If a company is interested in an open-source predictive analytics tool with data mining features, put H2O at the top of the list. It offers fast performance, affordability, advanced capabilities, and extreme flexibility. The dashboard for H2O offers a veritable smorgasbord of actionable insights. However, this tool is more for the expert data science crowd than for citizen...
The 16 Best Data Science and Machine Learning Platforms for 2021
Description: H2O.ai offers a number of AI and data science products, headlined by its commercial platform H2O Driverless AI. Driverless AI is a fully open-source, distributed in-memory machine learning platform with linear scalability. H2O supports widely used statistical and machine learning algorithms including gradient boosted machines, generalized linear models, deep...

Aquarium Reviews

We have no reviews of Aquarium yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Aquarium should be more popular than H2O.ai. It has been mentiond 2 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.

H2O.ai mentions (1)

  • Nginx is now the most popular web server, overtaking Apache
    How about H2O? It's supposed to be significantly faster than Nginx: https://h2o.examp1e.net/. - Source: Hacker News / about 3 years ago

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

What are some alternatives?

When comparing H2O.ai and Aquarium, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Scale Nucleus - The mission control for your ML data

datarobot - Become an AI-Driven Enterprise with Automated Machine Learning

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

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

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