Data Science

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Apr 11, 2025

Effortless Federated Learning on Mobile with NVIDIA FLARE and Meta ExecuTorch

NVIDIA and the PyTorch team at Meta announced a groundbreaking collaboration that brings federated learning (FL) capabilities to mobile devices through the...
12 MIN READ
Apr 10, 2025

Curating Biological Findings from Scientific Literature with NVIDIA NIM

Scientific papers are highly heterogeneous, often employing diverse terminologies for the same entities, using varied methodologies to study biological...
7 MIN READ
Apr 10, 2025

Efficiently Scaling Polars GPU Parquet Reader

When working with large datasets, the performance of your data processing tools becomes critical. Polars, an open-source library for data manipulation known for...
4 MIN READ
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Apr 07, 2025

Evaluating and Enhancing RAG Pipeline Performance Using Synthetic Data 

As large language models (LLM) gain popularity in various question-answering systems, retrieval-augmented generation (RAG) pipelines have also become a focal...
8 MIN READ
Apr 07, 2025

Event: HP & NVIDIA Developer Challenge

Join the hackathon to build open-source AI solutions, optimize models, enhance workflows, connect with peers, and win prizes.
1 MIN READ
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Apr 03, 2025

Accelerating Apache Parquet Scans on Apache Spark with GPUs

As data sizes have grown in enterprises across industries, Apache Parquet has become a prominent format for storing data. Apache Parquet is a columnar storage...
8 MIN READ
Apr 01, 2025

NVIDIA Open Sources Run:ai Scheduler to Foster Community Collaboration

Today, NVIDIA announced the open-source release of the KAI Scheduler, a Kubernetes-native GPU scheduling solution, now available under the Apache 2.0 license....
10 MIN READ
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Mar 26, 2025

Boosting Q&A Accuracy with GraphRAG Using PyG and Graph Databases

Large language models (LLMs) often struggle with accuracy when handling domain-specific questions, especially those requiring multi-hop reasoning or access to...
9 MIN READ
Mar 26, 2025

Spotlight: Tomorrow.io Transforms Global Weather Resilience with NVIDIA AI

From hyperlocal forecasts that guide daily operations to planet-scale models illuminating new climate insights, the world is entering a new frontier in weather...
8 MIN READ
Mar 25, 2025

Powering Flood Risk Assessment with NVIDIA Earth-2

Inland flooding causes significant economic and societal impacts annually. Of the eight natural disasters costing the insurance industry over $1 billion in...
13 MIN READ
Mar 25, 2025

Spotlight: AXA Explores AI-Driven Hurricane Risk Assessment

Large ensembles are essential for predicting rare, high-impact events that cannot be fully understood through historical data alone. By simulating thousands of...
9 MIN READ
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Mar 24, 2025

Supercharging the Federated Learning Ecosystem by Integrating Flower and NVIDIA FLARE

In recent years, open-source systems like Flower and NVIDIA FLARE have emerged as pivotal tools in the federated learning (FL) landscape, each with its unique...
9 MIN READ
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Mar 19, 2025

Guiding Generative Molecular Design with Experimental Feedback Using Oracles

Generative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...
9 MIN READ
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Mar 19, 2025

Shrink Genomics and Single-Cell Analysis Time to Minutes with NVIDIA Parabricks and NVIDIA AI Blueprints

NVIDIA Parabricks is a scalable genomics analysis software suite that solves omics challenges with accelerated computing and deep learning to unlock new...
8 MIN READ
A diagram shows machine learning algorithms and the scikit-learn logo running on NVIDIA cuML to best leverage a system’s GPU and CPU.
Mar 18, 2025

NVIDIA cuML Brings Zero Code Change Acceleration to scikit-learn

Scikit-learn, the most widely used ML library, is popular for processing tabular data because of its simple API, diversity of algorithms, and compatibility with...
8 MIN READ
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Mar 06, 2025

Accelerate Apache Spark ML on NVIDIA GPUs with Zero Code Change

The NVIDIA RAPIDS Accelerator for Apache Spark software plug-in pioneered a zero code change user experience (UX) for GPU-accelerated data processing. It...
5 MIN READ