Best Practices for Securing LLM-Enabled Applications
Large language models (LLMs) provide a wide range of powerful enhancements to nearly any application that processes text. And yet they also introduce new risks,...
Accelerating Neurosymbolic AI with RAPIDS and Prometheux Vadalog Parallel
As the scale of available data continues to grow, so does the need for scalable and intelligent data processing systems to swiftly harness useful knowledge....
Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT
In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
Introduction to Graph Neural Networks with NVIDIA cuGraph-DGL
Graph neural networks (GNNs) have emerged as a powerful tool for a variety of machine learning tasks on graph-structured data. These tasks range from node...
Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn
If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver...
Protecting Sensitive Data and AI Models with Confidential Computing
Rapid digital transformation has led to an explosion of sensitive data being generated across the enterprise. That data has to be stored and processed in data...
Optimizing Fraud Detection in Financial Services with Graph Neural Networks and NVIDIA GPUs
Fraud is a major problem for many financial services firms, costing billions of dollars each year, according to a recent Federal Trade Commission report....
Using Federated Learning to Bridge Data Silos in Financial Services
Unlocking the full potential of artificial intelligence (AI) in financial services is often hindered by the inability to ensure data privacy during machine...
Any business or industry, from retail and healthcare to financial services, is subject to fraud. The cost of fraud can be staggering. Every $1 of fraud loss...
Scaling AI for Financial Services with Full-Stack Solutions to Implementation Challenges
AI adoption has grown rapidly over the past few years due to its ability to automate repetitive tasks and increase revenue opportunities. Yet many companies...
Cybercrime worldwide is costing as much as the gross domestic product of countries like Mexico or Spain, hitting more than $1 trillion annually. And global...
