GPU-Accelerated Single-Cell RNA Analysis with RAPIDS-singlecell
Single-cell sequencing has become one of the most prominent technologies used in biomedical research. Its ability to decipher changes in the transcriptome and...
Limit Order Book Dataset Generation for Accelerated Short-Term Price Prediction with RAPIDS
In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US...
Topic Modeling and Image Classification with Dataiku and NVIDIA Data Science
The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...
Accelerating Trustworthy AI for Credit Risk Management
On April 21, 2021, the EU Commission of the European Union issued a proposal for a regulation to harmonize the rules governing the design and marketing of AI...
Explaining and Accelerating Machine Learning for Loan Delinquencies
Machine learning (ML) can extract deep, complex insights out of data to help make decisions. In many cases, using more advanced models delivers real...
Making Python Data Science Enterprise-Ready with Dask
At NVIDIA, we are driving change in data science, machine learning, and artificial intelligence. Some of the key trends that drive us are as follows: The rise...
