Building a Fraud Detection Model with H2O AI Cloud
July 28, 2023 AutoML H2O AI Cloud H2O Driverless AI Uncategorized [EN]In a previous article[1], we discussed how machine learning could be harnessed to mitigate fraud. This time, we’ll delve into a step-by-step guide on leveraging H2O AI Cloud to construct efficient fraud detection models. We’ll tackle this process in three critical stages: build, operate, and detect. First, we’ll utilize Driverless AI in H2O AI Cloud […]
Reducing False Positives in Financial Transactions with AutoML
July 14, 2023 AutoML Data Science H2O AI Cloud H2O Driverless AI Machine Learning Uncategorized [EN]In an increasingly digital world, combating financial fraud is a high-stakes game. However, the systems we deploy to safeguard ourselves are raising too many false alarms, with over 90% of fraud alerts being false positives. These false positives, not only frustrating for consumers but also costly for financial institutions, can eclipse the cost of the […]
H2O.ai and Snowflake Enable Developers to Train, Deploy, and Score Containerized Software Without Compromising Data Security
June 27, 2023 H2O Driverless AI H2O-3 Machine LearningH2O.ai today announced its participation as a launch partner for Snowflake’s Snowpark Container Services (available in private preview), which provides our joint customers with the flexibility to train, deploy, and score models all within their Snowflake account. This further expands the ease of use for data science teams to create machine learning models and deployment […]
The H2O.ai Wildfire Challenge Winners Blog Series – Team PSR
May 31, 2022 AI4Good Community H2O Driverless AI WaveNote: this is a community blog post by Team PSR – one of the H2O.ai Wildfire Challenge winners. This blog represents an experience we gained by participating in the H2O wildfire challenge. We need to mention that competing in this challenge is like a journey in a knowledge pool. For a person who is willing […]
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 DatatableTon – Python Datatable Tutorials & Exercises
September 20, 2021 datatable Open Source Python TutorialsDatatable 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 […]
H2O Integrates with Snowflake Snowpark/Java UDFs: How to better leverage the Snowflake Data Marketplace and deploy In-Database
June 9, 2021 H2O AI Cloud H2O Driverless AI Partners Snowflake TechnicalToday, we are excited to announce integrations with Snowflake’s Snowpark and Java UDFs, Snowflake’s new developer experience. This essentially opens up access to Snowflake’s Data Marketplace to data scientists and developers, now allowing 3rd party unique datasets that can help improve model accuracy and deliver better business outcomes to be included in their often standard notebook based programming approaches.
Shapley summary plots: the latest addition to the H2O.ai’s Explainability arsenal
April 21, 2021 AutoML H2O Driverless AI Machine Learning Interpretability Uncategorized [EN]It is impossible to deploy successful AI models without taking into account or analyzing the risk element involved. Model overfitting, perpetuating historical human bias, and data drift are some of the concerns that need to be taken care of before putting the models into production. At H2O.ai, explainability is an integral part of our ML […]
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 […]
Using Python’s datatable library seamlessly on Kaggle
February 3, 2021 Data Munging Data Science datatableManaging large datasets on Kaggle without fearing about the out of memory error