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Domino Data Science Platform vs H2O.ai comparison

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Domino Data Lab Logo
3,439 views|2,764 comparisons
H2O.ai Logo
4,407 views|3,114 comparisons
Executive Summary

We performed a comparison between Domino Data Science Platform and H2O.ai based on real PeerSpot user reviews.

Find out in this report how the two Data Science Platforms solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Domino Data Science Platform vs. H2O.ai report (Updated: September 2022).
634,775 professionals have used our research since 2012.
Questions from the Community
Top Answer:The scalability of the solution is good; I'd rate it four out of five.
Top Answer:The predictive analysis feature needs improvement.
Top Answer:We primarily use the solution for customer retention, but there are a lot of use cases for this particular product.
Top Answer:The most valuable features are the machine learning tools, the support for Jupyter Notebooks, and the collaboration that allows you to share it across people.
Top Answer:On the topic of model training and model governance, this solution cannot handle ten or twelve models running at the same time. It becomes a problem. I would like to see better integration with Python… more »
Top Answer:I am a solution architect and a consultant, and I use H2O as a machine learning platform. I create ensemble models using R and H2O, tune the hyperparameters, and then deploy them. There are various… more »
Ranking
17th
Views
3,439
Comparisons
2,764
Reviews
0
Average Words per Review
0
Rating
N/A
14th
Views
4,407
Comparisons
3,114
Reviews
0
Average Words per Review
0
Rating
N/A
Buyer's Guide
Data Science Platforms
September 2022
Find out what your peers are saying about Databricks, Alteryx, Microsoft and others in Data Science Platforms. Updated: September 2022.
634,775 professionals have used our research since 2012.
Comparisons
Also Known As
Domino Data Lab Platform
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Domino Data Lab
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Overview

Domino provides a central system of record that keeps track of all data science activity across an organization. Domino helps data scientists seamlessly orchestrate AWS hardware and software toolkits, increase flexibility and innovation, and maintain required IT controls and standards. Organizations can automatically keep track of all data, tools, experiments, results, discussion, and models, as well as dramatically scale data science investments and impact decision-making across divisions. The platform helps organizations work faster, deploy results sooner, scale rapidly, and reduce regulatory and operational risk.

H2O is a fully open source, distributed in-memory machine learning platform with linear scalability. H2O’s supports the most widely used statistical & machine learning algorithms including gradient boosted machines, generalized linear models, deep learning and more. H2O also has an industry leading AutoML functionality that automatically runs through all the algorithms and their hyperparameters to produce a leaderboard of the best models. The H2O platform is used by over 14,000 organizations globally and is extremely popular in both the R & Python communities.

Offer
Learn more about Domino Data Science Platform
Learn more about H2O.ai
Sample Customers
Allstate, Tesla, Dell, Moody's Analytics, SurveyMonkey, Eventbrite, Carnival
poder.io, Stanley Black & Decker, G5, PWC, Comcast, Cisco
Top Industries
VISITORS READING REVIEWS
Financial Services Firm19%
Computer Software Company14%
Insurance Company12%
Manufacturing Company9%
VISITORS READING REVIEWS
Computer Software Company21%
Financial Services Firm13%
Comms Service Provider12%
Energy/Utilities Company6%
Company Size
VISITORS READING REVIEWS
Small Business10%
Midsize Enterprise9%
Large Enterprise82%
REVIEWERS
Small Business22%
Midsize Enterprise22%
Large Enterprise56%
VISITORS READING REVIEWS
Small Business15%
Midsize Enterprise14%
Large Enterprise71%
Buyer's Guide
Data Science Platforms
September 2022
Find out what your peers are saying about Databricks, Alteryx, Microsoft and others in Data Science Platforms. Updated: September 2022.
634,775 professionals have used our research since 2012.

Domino Data Science Platform is ranked 17th in Data Science Platforms while H2O.ai is ranked 14th in Data Science Platforms. Domino Data Science Platform is rated 0.0, while H2O.ai is rated 0.0. On the other hand, Domino Data Science Platform is most compared with Amazon SageMaker, Databricks, Dataiku Data Science Studio, Microsoft Azure Machine Learning Studio and Dremio, whereas H2O.ai is most compared with Dataiku Data Science Studio, Amazon SageMaker, Microsoft Azure Machine Learning Studio, Databricks and SAS Visual Analytics.

See our list of best Data Science Platforms vendors.

We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.