Posts by Kris Kersten
Data Science
Jun 22, 2023
Applying Federated Learning to Traditional Machine Learning Methods
In the era of big data and distributed computing, traditional approaches to machine learning (ML) face a significant challenge: how to train models...
3 MIN READ
Data Science
Jun 14, 2023
Boost Your AI Workflows with Federated Learning Enabled by NVIDIA FLARE
One of the main challenges for businesses leveraging AI in their workflows is managing the infrastructure needed to support large-scale training and deployment...
7 MIN READ
Data Science
Oct 25, 2022
Federated Learning from Simulation to Production with NVIDIA FLARE
NVIDIA FLARE 2.2 includes a host of new features that reduce development time and accelerate deployment for federated learning, helping organizations cut costs...
10 MIN READ
Computer Vision / Video Analytics
Jun 23, 2022
Experimenting with Novel Distributed Applications Using NVIDIA Flare 2.1
NVIDIA FLARE (NVIDIA Federated Learning Application Runtime Environment) is an open-source Python SDK for collaborative computation. FLARE is designed with a...
14 MIN READ
Data Center / Cloud
Nov 29, 2021
Validating AI Models Collaboratively with NVIDIA Clara Imaging and MD.ai
Medical imaging AI models built with NVIDIA Clara can now run natively on MD.ai in the cloud, which enables collaborative model validation and rapid annotation...
10 MIN READ
Data Science
Nov 30, 2020
Jumpstarting AI with a COVID-19 CT Inference Pipeline and the NVIDIA Clara Deploy QuickStart Virtual Machine
Getting AI up and running in hospitals has never been more important. Until recently, connecting an inference pipeline to perform analysis has had its...
11 MIN READ