About H20 Driverless AI

H2O Driverless AI is a cloud-based machine automation learning platform specifically designed to help data scientists in all industries. Features include time series, automatic pipeline generation, bring-your-own recipe, model scoring, tuning, validation, automatic feature engineering and selection and deployment.

The software provides users with automatic feature transformation and engineering from given data sets. The platform identifies finding interactions, relevant features and handling missing values, as well as deriving and comparing new features with existing ones.

The AI can convert text strings into features using its ConvNet imagery analysis, term frequency–inverse document frequency and gated recurrent unit for speech recognition. This functio...


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5 Reviews of H20 Driverless AI

Average User Ratings

Overall

5 / 5 stars

Ease-of-use

5.0

Value for money

4.5

Customer support

5.0

Functionality

4.5

Ratings Snapshot

5 stars

(5)

5

4 stars

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0

3 stars

(0)

0

2 stars

(0)

0

1 stars

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Likelihood to Recommend

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Showing 1 - 5 of 5 results

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October 2019

Anonymous

Verified Reviewer

Company Size: 10,000+ employees

Time Used: Less than 2 years

Review Source: Capterra


Ease-of-use

5.0

Value for money

4.0

Customer support

5.0

Functionality

4.0

October 2019

A very good productivity tool for data science

From biomarkers, clinical data, HR, finance and manufacturing, any data owner can run native experiments. More advanced users can use the software to increase productivity and prune hypotheses quicky.

Pros

Drag and drop a dataset, click a button, presto! You have a model training ...

Cons

The license fee and the lack of pay per use pricing models are a hurdle in any grassroots initiative.

Reasons for Choosing H20 Driverless AI

Amazing service and customer support. Easy to use and install.

November 2019

Marom from Airvantage

Company Size: 11-50 employees

Industry: Telecommunications

Time Used: Less than 12 months

Review Source: Capterra


Ease-of-use

5.0

Functionality

5.0

November 2019

Excellent Product

Pros

Helps speed up time to production and simplifies the entire ML process.

Cons

Nothing. The team has been great and the product works very well.

October 2019

Marc from Underwrite.ai

Company Size: 2-10 employees

Industry: Financial Services

Time Used: More than 2 years

Review Source: Capterra


Ease-of-use

5.0

Value for money

5.0

Customer support

5.0

Functionality

5.0

October 2019

Exceptional Machine Learning Tool

DAI assists greatly in the automation of our services. It greatly streamlines the process of feature selection, generation, model construction, model testing, and ensemble building and deployment.

Pros

The performance of DAI is far beyond what can be achieved with tools from Amazon, Google, and Microsoft. A great deal of the human expertise of Kaggle Grandmasters has been incorporated into the product. beyond overall performance, a key advantage of the product is very rapid product development and iteration. When we report an error or make a suggestion for enhancement, a new release is out within weeks.

Cons

Nothing. The product works extremely well.

Reasons for Choosing H20 Driverless AI

Best overall performance, best support, cost effective.

November 2019

Patrick from Mutual

Company Size: 11-50 employees

Industry: Financial Services

Time Used: Less than 6 months

Review Source: Capterra


Ease-of-use

5.0

Value for money

5.0

Customer support

5.0

Functionality

5.0

November 2019

Make more with less time

Pros

We can develop a model in a fraction of the time it would take us using the traditional modelling workflow.

Cons

Some recent features such as Bring Your Own Recipe are great but still need lots of development to be relevant to some fields.

October 2019

Dan from Comcast

Company Size: 10,000+ employees

Industry: Telecommunications

Time Used: Less than 12 months

Review Source: Capterra


Ease-of-use

5.0

Value for money

4.0

Customer support

5.0

Functionality

4.0

October 2019

Great product

Pros

Simplified model build and tuning, easy to use, generated doc for experiment that summarizes what was done

Cons

Wish the price could be more affordable so more people could purchase and use

Reasons for Choosing H20 Driverless AI

Easy to use and great model build