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Comprehensive Guide to Image Classification using H2O Hydrogen Torch
by Jo-Fai Chow March 29, 2022 Computer Vision H2O AI Cloud Tutorials

In this article, we will learn how to build state-of-the-art models in computer vision and natural language processing within a couple of minutes using H2O Hydrogen Torch. Introduction to H2O Hydrogen Torch H2O Hydrogen Torch (HT) aims to simplify building and deploying deep learning models for a wide range of tasks in computer vision (CV) […]

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H2O Wave Snippet Plugin for PyCharm
by Jo-Fai Chow March 24, 2022 Tutorials Wave

Note: this blog post by Shamil Dilshan Prematunga was first published on Medium. What is PyCham? PyCharm is the most famous IDE among software developers who are working based on python language. It contains more features such as code analysis, graphical debugger, integrated unit tester, integrated version control system, and supports data science with Anaconda. […]

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A Quick Introduction to PyTorch: Using Deep Learning for Stock Price Prediction
by Jo-Fai Chow February 23, 2022 H2O AI Cloud Neural Networks Technical Technical Posts Tutorials

Torch is a scalable and efficient deep learning framework. It offers flexibility and speed to build large scale applications. It also includes a wide range of libraries for developing speech, image, and video-based applications. The basic building block of Torch is called a tensor. All the operations defined in Torch use a tensor. Ok, let’s […]

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Install H2O Wave on AWS Lightsail or EC2
by Jo-fai Chow January 25, 2022 Technical Posts Tutorials Wave

Note: this blog post was first published on Thomas’ personal blog Neural Market Trends. I recently had to set up H2O’s Wave Server on AWS Lightsail and build a simple Wave App as a Proof of Concept. If you’ve never heard of H2O Wave then you have been missing out on a new cool app […]

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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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Visualizing Large Datasets with H2O-3
by parul September 9, 2021 H2O Open Source Tutorials

Exploratory data analysis is one of the essential parts of any data processing pipeline. However, when the magnitude of data is high, these visualizations become vague. If we were to plot millions of data points, it would become impossible to discern individual data points from each other. The visualized output in such a case is […]

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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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Empowering Snowflake Users with AI using SQL
Empowering Snowflake Users with AI using SQL
by Bruna Smith October 12, 2020 Community Machine Learning Partners Technical Tutorials

At H2O.ai we work with many enterprise customers, all the way from Fortune 500 giants to small startups. What we heard from all these customers as they embark on their data science and machine learning journey is the need to capture and manage more data cost-effectively, and the ability to share that data across their […]

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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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H2O Driverless AI: The Workbench for Data Science
by Bruna Smith September 26, 2019 Community Data Science H2O Driverless AI Technical Tutorials

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 and sometimes important to know a little bit of code, you can get by with just intuitive knowledge. Especially if you’re on H2O’s […]

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