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Custom recipes for Driverless AI: Prophet and pmdarima cases

Last updated: 09/23/19 H2O Driverless AI provides a great new feature called “custom recipes”. These recipes are essentially custom snippets of code which can incorporate any machine learning...

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H2O Driverless AI Acceleration with Intel DAAL

This week at Strata NY 2019 we will be demoing a custom recipe that incorporates the Intel Data Analytics Acceleration Libraray (DAAL) algorithm into Driverless AI. This blog will provide an...

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H2O Driverless AI: The Workbench for Data Science

This blog was written by Rohan Gupta and originally published here. 1. Introduction In today’s world, being a Data Scientist is not limited to those without technical knowledge. While it is recommended...

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Predicting Failures from Sensor Data using AI/ML — Part 2

This is Part 2 of the blog post series and continuation of the original post, Predicting Failures from Sensor Data using AI/ML — Part 1. Missing Values & Data Imbalance One of the things to note is...

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5 Key Takeaways On Overcoming Gender and Diversity Barriers

Overcoming gender and diversity barriers in the workplace is a challenge for many industries. Therefore, listening to women and discussing the topic is the first step towards finding out how to address...

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H2O World New York: The Countdown is On!

Every H2O World is magical. The preparation for the conference starts many months in advance and we put a lot of effort and love in every single detail to provide our beloved community with the best...

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Make your own AI — Add Your Game to Auto-ML Models

When Features and Algorithms compete, your Business Use Case(s) wins! H2O Driverless AI is an Automatic Feature Engineering/Machine Learning platform to build AI/ML models on tabular data. Driverless...

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A Deep Dive into H2O’s AutoML

The demand for machine learning systems has soared over the past few years. This is majorly due to the success of Machine Learning techniques in a wide range of applications. AutoML is fundamentally...

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A Full-Time ML Role, 1 Million Blog Views, 10k Podcast Downloads: A Community...

Content originally posted in HackerNoon and Towards Data Science 15th of October, 2019 marks a special milestone, actually quite a few milestones. So I considered sharing it in the form a blog post, on...

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The Data Scientist who rules the “Data Science for Good” competitions on Kaggle

In conversation with Shivam Bansal: A Data Scientist, a Kaggle Kernel’s Grandmaster, and three times winner of Kaggle’s Data Science for Good Competition. Communication is an art and a useful tool in...

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Takeaways from the World’s largest Kaggle Grandmaster Panel

Personally, I’m a firm believer and fan of Kaggle and definitely look at it as the home of Data Science. Kaggle Grandmasters are the heroes of Kaggle or definitely mine. I’ve been on a pursuit to...

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Highlights of H2O World New York 2019

H2O World New York happened a few days ago and we are still in awe of the conference. It is rewarding to see such a strong community and recognized industry professionals making meaningful connections...

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Natural Language Processing in H2O’s Driverless AI

Note: I’d like to thank Grandmaster SRK for a lot of suggestions and corrections with the writeup. Note: All images used here are from the talk. Link to the slides Link to the video Note 2: All of the...

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Importing, Inspecting, and Scoring With MOJO Models Inside H2O

Machine-learning models created with H2O may be exported in two basic ways: Binary format, Model Object, Optimized (MOJO). An H2O model can be saved in a binary format, which is tied to the very...

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Image Tasks on H2O Driverless AI

I’d like to thank Grandmaster Yauhen Babakhin for reviewing the drafts and the very useful corrections & suggestions. Link to the video. Introduction In this talk Kaggle GrandMaster and Data...

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Accelerate Machine Learning workflows with H2O.ai Driverless AI on Red Hat...

Organizations globally are operationalizing containers and Kubernetes to accelerate Machine Learning lifecycles as these technologies provide data scientists and software developers with much needed...

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Useful Machine Learning Sessions from the H2O World New York

Conferences not only help us learn new skills but also enable us to build brand new relationships and networks along the way. H2O World is one such interactive community event featuring advancements in...

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Novel Ways Using Driverless AI

I am biased when I write that Driverless AI (DAI) is amazing, but what’s more amazing is how I see customers using it. As a Sales Engineer, my job has been to help customers and prospects use our...

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How to write a Transformer Recipe for Driverless AI

What is a transformer recipe? A transformer (or feature) recipe is a collection of programmatic steps, the same steps that a data scientist would write a code to build a column transformation. The...

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Climbing the AI and ML Maturity Model Curve

AI/ML Maturity Model Curve/Steps AI/ML Maturity models are published and updated periodically by a lot of vendors. The end goal is almost always about effecting transformation and automate processes in...

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