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Introducing DatatableTon – Python Datatable Tutorials & Exercises
by Jo-fai Chow September 20, 2021 datatable Open Source Python Tutorials

Datatable is a python library for manipulating tabular data. It supports out-of-memory datasets, multi-threaded data processing and has a flexible API. If this reminds you of R’s data.table, you are spot on because Python’s datatable package is closely related to and inspired by the R library. The release of v1.0.0 was done on 1st July, 2021 and it’s probably […]

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Snowflake on H2O.ai
H2O Integrates with Snowflake Snowpark/Java UDFs: How to better leverage the Snowflake Data Marketplace and deploy In-Database
by Jo-fai Chow June 9, 2021 H2O AI Hybrid Cloud H2O Driverless AI Partners Snowflake Technical

Today, we are excited to announce integrations with Snowflake’s Snowpark and Java UDFs, Snowflake’s new developer experience. This essentially opens up access to Snowflake’s Data Marketplace to data scientists and developers, now allowing 3rd party unique datasets that can help improve model accuracy and deliver better business outcomes to be included in their often standard notebook based programming approaches.

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Shapley summary plots: the latest addition to the H2O.ai’s Explainability arsenal
by parul April 21, 2021 AutoML H2O Driverless AI Machine Learning Interpretability Uncategorized

It is impossible to deploy successful AI models without taking into account or analyzing the risk element involved. Model overfitting, perpetuating historical human bias, and data drift are some of the concerns that need to be taken care of before putting the models into production. At H2O.ai, explainability is an integral part of our ML […]

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H2O AI Hybrid Cloud: Democratizing AI for Every Person and Every Organization
by parul March 24, 2021 AutoML Data Science H2O AI Hybrid Cloud H2O Driverless AI ModelOps Wave

Harnessing AI’s true potential by enabling every employee, customer, and citizen with sophisticated AI technology and easy-to-use AI applications. Democratization is an essential step in the development of AI, and AutoML technologies lie at the heart of it. AutoML tools have played a pivotal role in transforming the way we consume and understand data. Given […]

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Using Python’s datatable library seamlessly on Kaggle
by parul February 3, 2021 Data Munging Data Science datatable

Managing large datasets on Kaggle without fearing about the out of memory error

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Successful AI: Which Comes First, the Data or the Question?
Successful AI: Which Comes First, the Data or the Question?
by Bruna Smith February 2, 2021 Business H2O Driverless AI

Successful AI is a business process. Even the most sophisticated models, the latest algorithms, and highly experienced AI experts cannot make AI a practical success unless it is connected to a meaningful business goal. To make that happen, you need a good interaction between those with knowledge of the business and with the AI team. […]

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H2O Driverless AI 1.9.1: Continuing to Push the Boundaries for Responsible AI
by Bruna Smith January 18, 2021 H2O Driverless AI Responsible AI

At H2O.ai, we have been busy. Not only do we have our most significant new software launch coming up (details here), but we also are thrilled to announce the latest release of our flagship enterprise platform H2O Driverless AI 1.9.1. With that said, let’s jump into what is new: Faster Python scoring pipelines with embedded […]

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Automate your Model Documentation using H2O AutoDoc
by Saurabh Kumar November 19, 2020 Data Science H2O Driverless AI

Create model documentation for Supervised learning models in H2O-3 and Scikit-Learn — in minutes. The Federal Reserve’s 2011 guidelines state that without adequate documentation, model risk assessment and management would be ineffective. A similar requirement is put forward today by many regulatory and corporate governance bodies. Thus model documentation today is more of a necessity than a choice. […]

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The Challenges and Benefits of AutoML
by Bruna Smith October 14, 2020 AutoML H2O Driverless AI Machine Learning Responsible AI

Machine Learning and Artificial Intelligence have revolutionized how organizations are utilizing their data. AutoML or Automatic Machine Learning automates and improves the end-to-end data science process. This includes everything from cleaning the data, engineering features, tuning the model, explaining the model, and deploying it into production. AutoML accelerates your AI initiatives and can help make […]

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Combining the power of KNIME and H2O.ai in a single integrated workflow
by Bruna Smith October 14, 2020 AutoML Community H2O Driverless AI Partners Technical Posts Tutorials

KNIME and H2O.ai, the two data science pioneers known for their open source platforms, have partnered to further democratize AI. Our approaches are about being open, transparent, and pushing the leading edge of AI. We believe strongly that AI is not for the select few but for everyone. We are taking another step in democratizing […]

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