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H2O Driverless AI

H2O Driverless AI is an automated machine learning platform that simplifies the process of building and deploying predictive models by automating feature engineering, model selection, hyperparameter tuning, and model validation. It leverages advanced techniques to produce high-performing models with minimal human intervention.

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About H2O Driverless AI

H2O Driverless AI was created by H2O.ai in 2017 to address the complexities and inefficiencies in building machine learning models. It aimed to automate the end-to-end data science process, enabling users to quickly develop high-quality predictive models without extensive manual effort.

Strengths of H2O Driverless AI include its automation of the entire machine learning process, ease of use, and ability to produce high-quality models quickly. Weaknesses include potential limitations in customization and reliance on automated processes that might not always capture domain-specific nuances. Competitors include DataRobot, Google AutoML, and Amazon SageMaker.

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How to hire a H2O Driverless AI expert

An H2O Driverless AI expert must have skills in Python and R programming, proficiency in data preprocessing and feature engineering, understanding of machine learning algorithms, experience with model evaluation and validation techniques, and knowledge of using H2O.ai's APIs and tools for deployment.

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