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Mitos e verdades sobre o AutoML
by Bruna Smith November 10, 2020 AutoML Beginners Business Community Machine Learning

Todas as revoluções que tivemos até hoje, tanto as tecnológicas quanto industriais, possuem uma semelhança: elas estão ligadas à forma como os seres humanos lidam com as máquinas. Antes, os processos eram feitos de forma muito manual e, com o tempo, acabaram sofrendo uma evolução natural voltada para a automação. Com o aprendizado de máquinas […]

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On-Ramp to AI
by Bruna Smith June 11, 2020 Beginners Community H2O Driverless AI Machine Learning Makers Tutorials Uncategorized

The path to democratize AI starts with one class Artificial Intelligence (AI) is like a superhighway, it’s moving fast, evolving, and growing quickly. Like most things in life, data scientists are not born with AI and Machine Learning(ML) knowledge. They learn it. Learning is a journey.  At H2O.ai, we are on a mission to democratize AI. […]

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AI & ML Platforms: My Fresh Look at H2O.ai Technology
by Erika Kamholz February 25, 2020 AutoML Beginners Business Cloud Community Data Science Explainable AI Guest Posts H2O H2O Driverless AI Machine Learning NLP Open Source Recommendations Sparkling Water

2020: A new year, a new decade, and with that, I’m taking a new and deeper look at the technology H2O.ai offers for building AI and machine learning systems. I’ve been interested in H2O.ai since its early days as a company (it was 0xdata back then) in 2014. My involvement had been only peripheral, but […]

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How to Effectively Employ an AI Strategy in your Business
by Bruna Smith December 11, 2019 Beginners Business Machine Learning

Artificial Intelligence has evolved from being a buzz word to a reality today. Companies with expertise in machine learning systems are looking to graduate to Artificial Intelligence-based technologies. The enterprises that do not yet have a machine learning culture are trying to devise a strategy to put one in place. Amidst this hype and the […]

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Building an Interpretable & Deployable Propensity AI/ML Model in 7 Steps…
by Saurabh Kumar May 30, 2019 Beginners Community Data Science Demos Explainable AI H2O Driverless AI

To start with, you may have a tabular data set with a combination of: Dates/Timestamps Categorical Values Text strings Numeric Values A business sponsor wants to build a Propensity to Buy model from historical data. How many Steps does it take? Let’s find out. We are going to use H2O’s Driverless AI instance with 1 […]

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Building AI/ML models on Lending Club Data, with H2O.ai — Part 1
by Saurabh Kumar March 28, 2019 Beginners Community Data Journalism Data Science Technical Posts Tutorials

Lending Club publishes its basic loan databases to the public and a full version to its customers — anonymized of course. You can find the download page from this link (screenshot below): The publicly downloadable loan data has various attributes — roughly 150+ columns that have categorical, numeric, text and date fields. It also has a ‘loan_status’ text column […]

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What Business Leaders Need to Know About AI
by Saurabh Kumar January 11, 2019 Beginners Community Data Journalism Data Science

The interest around artificial intelligence (AI) is at an all-time fevered pitch right now, and it’s important to understand why. AI can solve real business problems and address very complex situations. Organizations and business leaders should start with the idea of how AI can help by identifying a business problem or use case that they […]

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Welcome H2O.ai’s Driverless AI Community!
by Rafael Coss October 30, 2018 Beginners Community H2O H2O Driverless AI

I am very excited to announce the formation of the inaugural community for H2O Driverless AI  users. The Driverless AI Community is open for anyone looking to engage with other users as well as experts from H2O.ai’s Driverless AI,   Driverless AI is an award-winning automatic machine learning platform that does “AI to do AI” to solve […]

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How This AI Tool Breathes New Life Into Data Science
How This AI Tool Breathes New Life Into Data Science
by Saurabh Kumar October 16, 2018 Beginners Data Journalism Data Science Deep Learning Driverless Explainable AI GPU H2O Driverless AI Machine Learning NLP Python R Technical

Ask any data scientist in your workplace. Any Data Science Supervised Learning ML/AI project will go through many steps and iterations before it can be put in production. Starting with the question of “Are we solving for a regression or classification problem?” Data Collection & Curation Are there Outliers? What is the Distribution? What do […]

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H2O for Inexperienced Users
H2O for Inexperienced Users
by Abhay Singhal August 24, 2018 Beginners Data Science H2O Machine Learning

Some background: I am a rising senior in highschool, and the summer of 2018, I interned at H2O.ai. With no ML experience beyond Andrew Ng’s Introduction to Machine Learning course on Coursera and a couple of his deep learning courses, I initially found myself slightly overwhelmed by the variety of new algorithms H2O has to […]

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