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Driverless AI can help you choose what you consume next
by Bruna Smith September 6, 2019 H2O Driverless AI Machine Learning Recipes Recommendations Technical Tutorials

Last updated: 09/06/19 Steve Jobs once said, “A lot of times, people don’t know what they want until you show it to them’. This makes sense, especially in this era of constant choice overload. Consumers today have access to a plethora of products just at the click of their mouse. These innumerable choices can sometimes […]

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Predicting Failures from Sensor Data using AI/ML— Part 1
by Bruna Smith August 26, 2019 H2O Driverless AI Machine Learning Technical

Last updated: 08/26/19 Whether it’s healthcare, manufacturing or anything that we depend on either personal or in business, Prevention of a problem is always known to be better than cure! Classic prevention techniques involve time-based checks to see how things are progressing, positively or negatively. Time-based checks are based on statistical measures like ‘how likely’ things would […]

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Driverless AI Screen
New Innovations in Driverless AI
by Vinod Iyengar August 20, 2019 Data Science Explainable AI H2O Release Machine Learning Machine Learning Interpretability Recipes Technical

What’s new in Driverless AI We’re super excited to announce the latest release of H2O Driverless AI. This is a major release with a ton of new features and functionality. Let’s quickly dig into all of that:  Make Your Own AI with Recipes for Every Use Case: In the last year, Driverless AI introduced time-series […]

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Detecting Sarcasm is difficult, but AI may have an answer
by Bruna Smith August 5, 2019 H2O Driverless AI NLP Recipes Technical Tutorials

Recently, while shopping for a laptop bag, I stumbled upon a pretty amusing customer review: “This is the best laptop bag ever. It is so good that within two months of use, it is worthy of being used as a grocery bag.” The innate sarcasm in the review is evident as the user isn’t happy […]

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Getting started with H2O using Flow
by Patrick Moran July 16, 2019 Flow H2O Technical

This blog was originally published on towardsdatascience: https://towardsdatascience.com/getting-started-with-h2o-using-flow-b560b5d969b8 A look into H2O’s open-source UI for combining code execution, text, plots, and rich media in a single document. Data collection is easy. Decision making is hard. Today, we have access to a humungous amount of data, which is only increasing day by day. This is primarily […]

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An Overview of Python’s Datatable package
by Patrick Moran June 4, 2019 Data Science H2O H2O Driverless AI Python Technical Technical Posts

This blog originally appeared on Towardsdatascience.com “There were 5 Exabytes of information created between the dawn of civilization through 2003, but that much information is now created every 2 days”: Eric Schmidt If you are an R user, chances are that you have already been using the data.table package. Data.table is an extension of the data.frame package in R. It’s also […]

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H2O-3, Sparkling Water and Enterprise Steam Updates
H2O-3, Sparkling Water and Enterprise Steam Updates
by Patrick Moran April 10, 2019 Community Data Science H2O Release Technical

We are excited to announce the new release of H2O Core, Sparkling Water and Enterprise Steam. Below are some of the new features we have added: H2O-3 Yates (3.24.0.1) – 3/31/2019 Download at: http://h2o-release.s3.amazonaws.com/h2o/rel-yates/1/index.html Bug [PUBDEV-6159] – The AutoMLTest.java test suite now runs correctly on a local machine. [PUBDEV-6189] – Fixed an issue in as_date that […]

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AI/ML Model Scoring – What Good Looks Like in Production
by Bruna Smith March 10, 2019 H2O Driverless AI Machine Learning Technical

One of the main reasons why we build AI/Machine Learning models is for it to be used in production to support expert decision making. Whether your business is deciding what creatives your customers should be getting on emails or determining a product recommendation for a web page, AI/Models provide relevance/context to customers to drive your […]

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Finally, You Can Plot H2O Decision Trees in R
by Jo-fai Chow January 15, 2019 Data Science Machine Learning R Technical Technical Posts Tutorials

Creating and plotting decision trees (like one below) for the models created in H2O will be the main objective of this post: Figure 1. Decision Tree Visualization in R Decision Trees with H2O With release 3.22.0.1 H2O-3 (a.k.a. open source H2O or simply H2O) added to its family of tree-based algorithms (which already included DRF, […]

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The Making of H2O Driverless AI – Automatic Machine Learning
by Arno Candel December 5, 2018 AutoML Community H2O Driverless AI H2O World H2O4GPU Makers Technical Technical Posts

It is my pleasure to share with you some never before exposed nuggets and insights from the making of H2O Driverless AI, our latest automatic machine learning product on our mission to democratize AI. This has been truly a team effort, and I couldn’t be more proud of our brilliant makers who continue to relentlessly […]

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