2018-12-11T08:31:00Z
it_user434868 - PeerSpot reviewer
Senior Director of Delivery at a tech services company with 51-200 employees
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What is your primary use case for H2O.ai?

How do you or your organization use this solution?

Please share with us so that your peers can learn from your experiences.

Thank you!

5
PeerSpot user
5 Answers
ArnabSen - PeerSpot reviewer
Associate Principal at a consultancy with 501-1,000 employees
Real User
2019-12-26T09:22:00Z
Dec 26, 2019

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 use cases for this solution. One of the ones I worked on was a trailer forecasting solution. The customer wanted to understand the preload capacity that would be needed to have on hand so that they could call upon the right sized trailers and the right packages. It was a problem of logistics where you had to determine how many trailers were required in order to ship the packages being transported, and also have them ready just in time.

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DR
Supervisor in Research and Development Area with 1,001-5,000 employees
Real User
2019-02-07T15:24:00Z
Feb 7, 2019

The idea is to migrate the current model's development practice to another platform. Then after, try to create a proprietary platform using R and Python. The company is interested in using an external platform in order to have an updated environment.

MH
Data Scientist with 51-200 employees
Real User
2018-12-11T08:31:00Z
Dec 11, 2018

We use it for building models with large amounts of data.

DC
Managing VP of Machine Learning at a financial services firm with 10,001+ employees
Real User
2018-12-11T08:31:00Z
Dec 11, 2018

Our primary use case is machine learning.

Rahul Koduru - PeerSpot reviewer
Director of Data Engineering at Transamerica
Real User
2018-12-11T08:31:00Z
Dec 11, 2018

Our primary use case is for data science. Some of our data scientists use it pretty heavily to build models.

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Related Questions
it_user434868 - PeerSpot reviewer
Senior Director of Delivery at a tech services company with 51-200 employees
Dec 26, 2019
How do you or your organization use this solution? Please share with us so that your peers can learn from your experiences. Thank you!
See 1 answer
ArnabSen - PeerSpot reviewer
Associate Principal at a consultancy with 501-1,000 employees
Dec 26, 2019
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 use cases for this solution. One of the ones I worked on was a trailer forecasting solution. The customer wanted to understand the preload capacity that would be needed to have on hand so that they could call upon the right sized trailers and the right packages. It was a problem of logistics where you had to determine how many trailers were required in order to ship the packages being transported, and also have them ready just in time.
it_user434868 - PeerSpot reviewer
Senior Director of Delivery at a tech services company with 51-200 employees
Dec 26, 2019
Please share with the community what you think needs improvement with H2O.ai. What are its weaknesses? What would you like to see changed in a future version?
See 1 answer
ArnabSen - PeerSpot reviewer
Associate Principal at a consultancy with 501-1,000 employees
Dec 26, 2019
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 and data science capabilities.
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