Data Science

Jul 09, 2026

Synthetic Data Generation for Financial AI Research with NVIDIA NeMo

Fine-tuning LLMs for financial natural language processing (NLP) is constrained by limited, imbalanced data. Real-world financial news overrepresents earnings...
13 MIN READ
Jul 08, 2026

Running Low-Latency Analytical Workloads with GPU-Accelerated Presto on NVIDIA GB200 NVL72

Presto is an open source, distributed SQL engine for running fast, interactive queries on very large datasets. On NVIDIA GPUs, Presto delivers peak performance...
8 MIN READ
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Jun 30, 2026

Designing GPU-Accelerated Query Engines with NVIDIA GQE

GPU-accelerated query engines are often constrained by memory and I/O bandwidth. NVIDIA hardware advances—including high bandwidth memory (HBM), NVIDIA...
13 MIN READ
Jun 23, 2026

Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit

AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect...
9 MIN READ
Jun 16, 2026

Build Your Own Transaction Foundation Model for Financial Intelligence

Every swipe, transfer, and payment on a modern financial network encodes a pattern of human behavior. Transaction data is one of the richest signals an...
11 MIN READ
Jun 16, 2026

How to Optimize Transformer-Based Models for Low-Precision Training

Transformer architectures are the backbone of many modern large language and generative AI models. As these models grow in size, training runs consume more GPU...
9 MIN READ
Jun 15, 2026

Fine-Tuning Biological Foundation Models with LoRA Using NVIDIA BioNeMo Recipes

Foundation models are reshaping computational biology. Pretrained on massive corpora of protein or genomic sequences, models such as ESM2 (a protein language...
12 MIN READ
Jun 09, 2026

Delivering Lifecycle Control for AI Infrastructure at Scale with NVIDIA DGX Spark Enterprise Manageability

As AI infrastructure scales, enterprise expectations for operational maturity are increasing. Organizations expect these systems to be provisionable,...
8 MIN READ
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Jun 09, 2026

Model Quantization: Turn FP8 Checkpoints into High-Performance Inference Engines with NVIDIA TensorRT

This post is the third of a three-part series. See also Model Quantization: Concepts, Methods, and Why It Matters and Model Quantization: Post-Training...
10 MIN READ
Jun 09, 2026

Accelerating Federated Learning Research with AI Agents and NVIDIA FLARE Auto-FL

Federated learning (FL) research often begins with a deceptively simple question: What should we try next? A new aggregation rule, a FedProx coefficient, a...
10 MIN READ
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May 26, 2026

Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning 

NVIDIA CompileIQ tackles one of the hardest problems in performance engineering: finding the compiler options that unlock the best performance for a specific...
12 MIN READ
CUDA Tile example.
May 26, 2026

Develop High-Performance GPU Kernels in C++ with NVIDIA CUDA Tile

Developers can now use NVIDIA CUDA Tile programming within large existing C++  GPU codebases to develop highly optimized GPU kernels using tile-based...
14 MIN READ
May 07, 2026

Model Quantization: Post-Training Quantization Using NVIDIA Model Optimizer

This post is the second of a three-part series. See also Model Quantization: Concepts, Methods, and Why It Matters and Model Quantization: Turn FP8 Checkpoints...
8 MIN READ
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May 07, 2026

Real-Time Performance Monitoring and Faster Debugging with NCCL Inspector and Prometheus

Distributed deep learning depends on fast, reliable GPU-to-GPU communication using the NVIDIA Collective Communication Library (NCCL). When training slows...
7 MIN READ
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May 04, 2026

Optimize Supply Chain Decision Systems Using NVIDIA cuOpt Agent Skills

Modern supply chains operate under the constant pressures of fluctuating demand, volatile costs, constrained capacity, and interdependent decision-making....
6 MIN READ
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Apr 30, 2026

Automating GPU Kernel Translation with AI Agents: cuTile Python to cuTile.jl

NVIDIA CUDA Tile (cuTile) is a tile-based programming model that enables developers to write GPU kernels in terms of tile-level operations—loads, stores, and...
9 MIN READ