Demand Sensing with H2O Wave : Supply Chain Intelligence and Inventory Optimization for Retail, CPG, and FMCG Industries
February 28, 2022 H2O AI Cloud Use Cases WaveDemand Sensing can help optimize inventories by analyzing and modeling short-term and real-time signals The supply chains across the Consumer Packaged Goods (CPG), Fast-Moving Consumer Goods (FMCG) and Retail sectors need to continuously monitor the drivers that may impact their internal models and processes. These include systems around Manufacturing, Warehouse Management, Transportation, Distribution, Logistics, Inventory, […]
AI Application to Demonstrate K-Means Clustering Using H2O Wave
February 25, 2022 Community H2O AI Cloud WaveNote: this is a community blog post by Shamil Dilshan Prematunga. It was first published on Medium. In this blog, I am going to highlight how cool H2O Wave is, by demonstrating my application called “K means App” which was built using Wave 0.20.0. This is a simple application I have created to demonstrate one […]
How to Create Your Spotify EDA App with H2O Wave
February 9, 2022 H2O AI Cloud Technical Technical Posts WaveIn this article, I will show you how to build a Spotify Exploratory Data Analysis (EDA) app using H2O Wave from scratch. H2O Wave is an open-source Python development framework for interactive AI apps. You do not need to know Flask, HTML, CSS, etc. H2O Wave has ready-to-use user-interface components and charts, including dashboard templates, […]
Install H2O Wave on AWS Lightsail or EC2
January 25, 2022 Technical Posts Tutorials WaveNote: 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 […]
H2O.ai Tools for a Beginner
November 30, 2021 Beginners Community H2O H2O Driverless AI WaveNote: this is a community blog post by Shamil Dilshan Prematunga. It was first published on Medium. Hey, this is not a deep technical blog. I’d like to share the experience I had with H2O tools when I was studying Machine Learning. As a Research Engineer, I am currently working on an area based on […]
Introducing the H2O.ai Wildfire Challenge
November 5, 2021 AI4Good H2O AI Cloud WaveWe are excited to announce our first AI competition for good – H2O.ai Wildfire Challenge. We’ve structured this challenge to be a global collaborative effort to do good for the world that we share. We want teams to submit their ideas and applications freely, knowing that other teams will learn from what they’ve done to improve […]
What are we buying today?
July 5, 2021 Community WaveNote: this is a guest blog post by Shrinidhi Narasimhan. It’s 2021 and recommendation engines are everywhere. Be it online shopping, food, music, and even online dating, the race to provide personalized recommendations to the user has many contenders. The technology of giving users what they need based on their buying strategies or digital interactions […]
Unwrap Deep Neural Networks Using H2O Wave and Aletheia for Interpretability and Diagnostics
April 28, 2021 Deep Learning Machine Learning Interpretability WaveThe 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 […]
Safer Sailing with AI
April 1, 2021 Customer Data Science H2O Machine Learning Interpretability Open Source Uncategorized [EN] WaveIn the last week, the world watched as responders tried to free a cargo ship that had gone aground in the Suez Canal. This incident blocked traffic through a waterway that is critical for commerce. While the location was an unusual one, ship collisions, allisions, and groundings are not uncommon. With all the technology that […]
H2O AI Cloud: Democratizing AI for Every Person and Every Organization
March 24, 2021 AutoML Data Science H2O AI Cloud H2O Driverless AI ModelOps WaveHarnessing AI’s true potential by enabling every employee, customer, and citizen with sophisticated AI technology and easy-to-use AI applications. Democratization is an essential step in the development of AI, and AutoML technologies lie at the heart of it. AutoML tools have played a pivotal role in transforming the way we consume and understand data. Given […]