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How Much is My Property Worth?
by Jo-fai Chow May 12, 2021 Community Deep Learning Explainable AI H2O Open Source R

Note: this is a guest blog post by Jaafar Almusaad. How Much is My Property Worth? This is the million-dollar question – both figuratively and literally. Traditionally, qualified property valuers are tasked to answer this question. It’s a lengthy and costly process, but more critically, it’s inconsistent and largely subjective. Mind you, valuation is an […]

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Unwrap Deep Neural Networks Using H2O Wave and Aletheia for Interpretability and Diagnostics
by Jo-fai Chow April 28, 2021 Deep Learning Machine Learning Interpretability Wave

The use cases and the impact of machine learning can be observed clearly in almost every industry and in applications such as drug discovery and patient data analysis, fraud detection, customer engagement, and workflow optimization. The impact of leveraging AI is clear and understood by the business; however, AI systems are also seen as black […]

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Brain Pattern
Summary of a Responsible Machine Learning Workflow
by Patrick Moran March 20, 2020 Data Science Deep Learning Machine Learning Machine Learning Interpretability Neural Networks Python Responsible AI

A paper resulting from a collaboration between H2O.AI and BLDS, LLC was recently published in a special “Machine Learning with Python” issue of the journal, Information (https://www.mdpi.com/2078-2489/11/3/137). In “A Responsible Machine Learning Workflow with Focus on Interpretable Models, Post-hoc Explanation, and Discrimination Testing,” coauthors, Navdeep Gill, Patrick Hall, Kim Montgomery, and Nicholas Schmidt compare model accuracy […]

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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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FfDl cloud hardware
H2O-3 on FfDL: Bringing deep learning and machine learning closer together
by Vinod Iyengar June 25, 2018 Community Deep Learning H2O Technical

This post originally appeared in the IBM Developer blog here. This post is co-authored by Animesh Singh, Nicholas Png, Tommy Li, and Vinod Iyengar. Deep learning frameworks like TensorFlow, PyTorch, Caffe, MXNet, and Chainer have reduced the effort and skills needed to train and use deep learning models. But for AI developers and data scientists, […]

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AI in Healthcare – Redefining Patient & Physician Experiences
AI in Healthcare – Redefining Patient & Physician Experiences
by Prashant Natarajan May 14, 2018 Community Data Science Deep Learning

Register for the Meetup Here Patients, physicians, nurses, health administrators and policymakers are beneficiaries of the rapid transformations in health and life sciences. These transformations are being driven by new discoveries (etiology, therapies, and drugs/implants), market reconfiguration and consolidation, a movement to value-based care, and access/affordability considerations. The people and systems that are driving these […]

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Happy Holidays from H2O.ai
Happy Holidays from H2O.ai
by Sri Ambati December 31, 2017 Deep Learning Machine Learning

Dear Community, Your intelligence, support and love have been the strength behind an incredible year of growth, product innovation, partnerships, investments and customer wins for H2O and AI in 2017. Thank you for answering our rallying call to democratize AI with our maker culture. Our mission to make AI ubiquitous is still fresh as dawn […]

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H2O + TensorFlow on AWS GPU
H2O + TensorFlow on AWS GPU
by Venkatesh Yadav July 13, 2016 Deep Learning Tutorials

TensorFlow on AWS GPU instance In this tutorial, we show how to setup TensorFlow on AWS GPU instance and run H2O Tensorflow Deep learning demo. Pre-requisites: To get started, request an AWS EC2 instance with GPU support. We used a single g2.2xlarge instance running Ubuntu 14.04.To setup TensorFlow with GPU support, following softwares should be […]

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