H2O.ai

H2O dot AI

Top Data Scientist in a Box -Machine Learning Automation Platform-

H2O.ai's Driverless AI automates and speeds up model creation in machine learning, which is usually done by data scientists, based on all data owned by companies.

This is a solution that converts the know-how of the world's top data scientists into software and enables high-speed model generation using GPUs.

  • Necessity and Issues of Data Integration in Manufacturing Systems
Do you have a problem like this?
Do you have a problem like this?
  • I want to promote the use of AI, but...
    There is a shortage of specialists such as data scientists in the company.
  • I'm working on machine learning using open source, but...
    ・It takes time, and it is not possible to respond to the speed of model creation due to the increase in AI usage scenes.
    ・Each person in charge has a different approach to machine learning, and the model accuracy does not reach a practical level.
  • Concerns about utilization
    Prediction results and processes become black Box and cannot be explained to management and customers, making them unusable for decision-making in the business scene.
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3 features of Driverless AI

High precision
The know-how of the world's top data scientists has been turned into software, allowing users to create highly accurate models without requiring advanced skills.
high speed
Flows such as feature value design and model creation, which affect model accuracy, are accelerated by high-speed calculation using GPU. Therefore, it is possible to significantly reduce the time required for machine learning.
trust
Since it is possible to explain the results of model creation, it prevents AI from becoming a black Box. We will provide AI that can be used in business by fulfilling our accountability to internal and external stakeholders.

How to use 3 steps

  • How to use 3 steps

*The three parameters for accuracy, time, and model explainability, as well as parameters for time-series data, can be adjusted as needed.

Use Case

Driverless AI は業界・業種問わず様々なビジネス課題の解決に活用されています。
Sales and demand forecast
Customer churn prediction
生産設備の
故障予測
direct
marketing
Fraudulent transaction detection

About H2O.ai

H2O.ai is the open source AI platform market leader. The open source version of the software is used by nearly half of the Fortune 500 companies, more than 14,000 organizations, and hundreds of thousands of data scientists worldwide. We are speedily promoting the development of Driverless AI by utilizing the vast amount of feedback and knowledge regarding machine learning obtained from this active open source user community. In addition, H2O.ai employs 5 of Kaggle's Grand Masters*, of which there are only about 100 in the world. By converting their know-how into software, high-speed, high-precision machine learning flows can be automated. doing.

*A title given to the top winners of Kaggle, a global data scientist competition site.

About H2O.ai
company name H2O.ai, Inc
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Established year 2012
Head Office Location United States California Mountain View
representative Sri Satish Ambati
website https://www.h2o.ai/