Financial Services

Dec 18, 2024
Security for Data Privacy in Federated Learning with CUDA-Accelerated Homomorphic Encryption in XGBoost
XGBoost is a machine learning algorithm widely used for tabular data modeling. To expand the XGBoost model from single-site learning to multisite collaborative...
10 MIN READ

Oct 28, 2024
Supercharging Fraud Detection in Financial Services with Graph Neural Networks
Fraud in financial services is a massive problem. According to NASDAQ, in 2023, banks faced $442 billion in projected losses from payments, checks, and credit...
9 MIN READ

Oct 24, 2024
Augmenting Security Operations Centers with Accelerated Alert Triage and LLM Agents Using NVIDIA Morpheus
Every day, security operation center (SOC) analysts receive an overwhelming amount of incoming security alerts. To ensure the continued safety of their...
7 MIN READ

Sep 30, 2024
Improve Reinforcement Learning from Human Feedback with Leaderboard-Topping Reward Model
Llama 3.1 Nemotron 70B Reward model helps generate high-quality training data that aligns with human preferences for finance, retail, healthcare, scientific...
1 MIN READ

Sep 18, 2024
Event: Developer Day for Financial Services
Join this virtual developer day to learn how AI and Machine Learning can revolutionize fraud detection and financial crime prevention.
1 MIN READ

Sep 04, 2024
Accelerated, Production-Ready Graph Analytics for NetworkX Users
NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...
11 MIN READ

Aug 15, 2024
Generating Financial Market Scenarios Using NVIDIA NIM
While generative AI can be used to create clever rhymes, cool images, and soothing voices, a closer look at the techniques behind these impressive content...
15 MIN READ

Aug 09, 2024
RAPIDS cuDF Unified Memory Accelerates pandas up to 30x on Large Datasets
NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and...
6 MIN READ

Aug 07, 2024
Writer Releases Domain-Specific LLMs for Healthcare and Finance
Writer has released two new domain-specific AI models, Palmyra-Med 70B and Palmyra-Fin 70B, expanding the capabilities of NVIDIA NIM. These models bring...
6 MIN READ

Aug 07, 2024
Profit and Loss Modeling on GPUs with ISO C++ Language Parallelism
The previous post How to Accelerate Quantitative Finance with ISO C++ Standard Parallelism demonstrated how to write a Black-Scholes simulation using ISO C++...
10 MIN READ

Jul 02, 2024
Phi-3-Medium: Now Available on the NVIDIA API Catalog
Phi-3-Medium accelerates research with logic-rich features in both short (4K) and long (128K) context.
1 MIN READ

Jun 28, 2024
Transforming Financial Analysis with NVIDIA NIM
In financial services, portfolio managers and research analysts diligently sift through vast amounts of data to gain a competitive edge in investments. Making...
13 MIN READ

Jun 12, 2024
Introducing Grouped GEMM APIs in cuBLAS and More Performance Updates
The latest release of NVIDIA cuBLAS library, version 12.5, continues to deliver functionality and performance to deep learning (DL) and high-performance...
7 MIN READ

Jun 10, 2024
Spotlight: Cisco Enhances Workload Security and Operational Efficiency with NVIDIA BlueField-3 DPUs
As cyberattacks become more sophisticated, organizations must constantly adapt with cutting-edge solutions to protect their critical assets. One such solution...
7 MIN READ

Jun 07, 2024
Seamlessly Deploying a Swarm of LoRA Adapters with NVIDIA NIM
The latest state-of-the-art foundation large language models (LLMs) have billions of parameters and are pretrained on trillions of tokens of input text. They...
11 MIN READ

May 21, 2024
Curating Custom Datasets for LLM Training with NVIDIA NeMo Curator
Data curation is the first, and arguably the most important, step in the pretraining and continuous training of large language models (LLMs) and small language...
14 MIN READ