Data Science

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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

Mar 04, 2025

GPU-Accelerate Algorithmic Trading Simulations by over 100x with Numba

Quantitative developers need to run back-testing simulations to see how financial algorithms perform from a profit and loss (P&L) standpoint. Statistical...

12 MIN READ

Feb 28, 2025

Accelerate Medical Imaging AI Operations with Databricks Pixels 2.0 and MONAI

According to the World Health Organization (WHO), 3.6 billion medical imaging tests are performed every year globally to diagnose, monitor, and treat various...

11 MIN READ

Feb 27, 2025

High-Performance Remote IO With NVIDIA KvikIO

Workloads processing large amounts of data, especially those running on the cloud, will often use an object storage service (S3, Google Cloud Storage, Azure...

9 MIN READ

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Feb 20, 2025

JSON Lines Reading with pandas 100x Faster Using NVIDIA cuDF

JSON is a widely adopted format for text-based information working interoperably between systems, most commonly in web applications and large language models...

10 MIN READ

Feb 19, 2025

Understanding the Language of Life's Biomolecules Across Evolution at a New Scale with Evo 2

AI has evolved from an experimental curiosity to a driving force within biological research. The convergence of deep learning algorithms, massive omics...

9 MIN READ

Feb 14, 2025

Featured Sessions for Students at NVIDIA GTC 2025

Learn from researchers, scientists, and industry leaders across a variety of topics including AI, robotics, and Data Science.

1 MIN READ

Feb 13, 2025

Using NetworkX, Jaccard Similarity, and cuGraph to Predict Your Next Favorite Movie

As the amount of data available to everyone in the world increases, the ability for a consumer to make informed decisions becomes increasingly difficult....

9 MIN READ

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Feb 10, 2025

NVIDIA Open GPU Datacenter Drivers for RHEL9 Signed by Red Hat

NVIDIA and Red Hat have partnered to bring continued improvements to the precompiled NVIDIA Driver introduced in 2020. Last month, NVIDIA announced that the...

4 MIN READ

Feb 06, 2025

Get Started with GPU Acceleration for Data Science

In data science, operational efficiency is key to handling increasingly complex and large datasets. GPU acceleration has become essential for modern workflows,...

8 MIN READ

Feb 05, 2025

Featured Researcher and Educator Sessions at NVIDIA GTC 2025

Explore the latest advancements in academia, including advanced research, innovative teaching methods, and the future of learning and technology.

1 MIN READ

Feb 04, 2025

AI Foundation Model Enhances Cancer Diagnosis and Tailors Treatment

A new study and AI model from researchers at Stanford University is streamlining cancer diagnostics, treatment planning, and prognosis prediction. Named MUSK...

4 MIN READ

Jan 31, 2025

CUDA Toolkit Now Available for NVIDIA Blackwell?

The latest release of the CUDA Toolkit, version 12.8, continues to push accelerated computing performance in data sciences, AI, scientific computing, and...

9 MIN READ

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Jan 30, 2025

Mastering the cudf.pandas Profiler for GPU Acceleration

In the world of Python data science, pandas has long reigned as the go-to library for intuitive data manipulation and analysis. However, as data volumes grow,...

6 MIN READ

Jan 29, 2025

Accelerating JSON Processing on Apache Spark with GPUs

JSON is a popular format for text-based data that allows for interoperability between systems in web applications as well as data management. The format has...

9 MIN READ

Jan 29, 2025

Mastering LLM Techniques: Evaluation

Evaluating large language models (LLMs) and retrieval-augmented generation (RAG) systems is a complex and nuanced process, reflecting the sophisticated and...

12 MIN READ