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H2O AI Cloud Logo
H2O.ai

H2O AI Cloud

7.3 /10
Category
H2O AI Cloud
7.3 /10

What is H2O AI Cloud?

H2O is a fully open source, distributed in-memory machine learning platform with linear scalability. H2O 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.

Company Details


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Awards & Recognition

H2O AI Cloud won the following awards in the Machine Learning Platforms category

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H2O AI Cloud Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on H2O AI Cloud.

81 Likeliness to Recommend

95 Plan to Renew

1
Since last award

88 Satisfaction of Cost Relative to Value

1
Since last award


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Emotional Footprint Overview

+86 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love H2O AI Cloud?

0% Negative
6% Neutral
94% Positive

Pros

  • Helps Innovate
  • Continually Improving Product
  • Inspires Innovation
  • Efficient Service

Feature Ratings

Average 80

Data Ingestion

87

Pre-Packaged AI/ML Services

85

Algorithm Diversity

83

Performance and Scalability

82

Data Exploration and Visualization

81

Openness and Flexibility

80

Feature Engineering

80

Algorithm Recommendation

79

Model Tuning

79

Data Pre-Processing

76

Model Monitoring and Management

75

Vendor Capability Ratings

Average 80

Breadth of Features

87

Product Strategy and Rate of Improvement

86

Ease of Implementation

83

Ease of Customization

83

Quality of Features

82

Business Value Created

80

Ease of Data Integration

78

Ease of IT Administration

77

Vendor Support

75

Usability and Intuitiveness

74

Availability and Quality of Training

71

H2O AI Cloud Reviews

Pulkit J.

  • Role: Consultant
  • Industry: Consulting
  • Involvement: Initial Implementation
Validated Review
Verified Reviewer

Submitted May 2024

Good product to implement ML soutions

Likeliness to Recommend

7 /10

What differentiates H2O AI Cloud from other similar products?

AutoML functionality

What is your favorite aspect of this product?

AutoML with minimal code

What do you dislike most about this product?

Easy to implement without good coding knowledge

What recommendations would you give to someone considering this product?

If you are short of programmers, this is a good option

Pros

  • Trustworthy
  • Fair
  • Client's Interest First
  • Transparent

Ashay S.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: IT Development, Integration, and Administration
Validated Review
Verified Reviewer

Submitted Jan 2023

Best Auto-ML platform

Likeliness to Recommend

10 /10

What differentiates H2O AI Cloud from other similar products?

One of the great things about it apart from the model building and deployment part is it also provides some tool access for better Interpretability and Explainability of models. It is helpful in understanding how the model works and what were the important features than contributed to getting that performance.

What is your favorite aspect of this product?

It is very fast and easy to try out multiple models on a given dataset and find the best one. It helps in hyper-parameter optimization to find best performance out of a given model , this can be monitored on the dashboard as the process is going so we needn't wait for the whole process to complete to make changes or tune it. Also the performance of the available algorithms is quite good.

What do you dislike most about this product?

There are some parts which lack good documentation and for some specific cases it lacks the algorithm support or some of the data processing steps. But unless it is a very complex case , the performance is quite good for a given task

What recommendations would you give to someone considering this product?

It has a great set of ML algorithms and support for various stages of ML pipelines that can save your time and reduce chances of error. It is quite intuitive and user friendly and doesn't require someone to be an expert in ML to use.

Pros

  • Helps Innovate
  • Continually Improving Product
  • Enables Productivity
  • Efficient Service

Akshika V.

  • Role: Information Technology
  • Industry: Technology
  • Involvement: End User of Application
Validated Review
Verified Reviewer

Submitted Dec 2022

Excellent Automl Software

Likeliness to Recommend

9 /10

What differentiates H2O AI Cloud from other similar products?

Creating forecasting models and determining the optimal techniques for my datasets. Excellent commercial product support for Driverless AI, with rapid iteration. In general, performance is superior to what can be done in code.

What is your favorite aspect of this product?

The flow web front end is really simple to use. It can be used to generate machine learning models quickly. Attempting to forecast prices with regression models. New models can be tested quickly.

What do you dislike most about this product?

Nothing, perhaps the integration with Spark could be enhanced in minor details.

What recommendations would you give to someone considering this product?

It's an incredible set of tools for facilitating the usage of machine learning and providing many breakthroughs in writing and discovering models.

Pros

  • Continually Improving Product
  • Reliable
  • Trustworthy
  • Efficient Service

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