Technical Blog
Tag: RAPIDS
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Technical Walkthrough
Dec 14, 2022
Saving Apache Spark Big Data Processing Costs on Google Cloud Dataproc
According to IDC, the volume of data generated each year is growing exponentially. IDC’s Global DataSphere projects that the world will generate 221 ZB...
8 MIN READ
Technical Walkthrough
Dec 06, 2022
Faster HDBSCAN Soft Clustering with RAPIDS cuML
HDBSCAN is a state-of-the-art, density-based clustering algorithm that has become popular in domains as varied as topic modeling, genomics, and geospatial...
9 MIN READ
Technical Walkthrough
Oct 19, 2022
Achieving 100x Faster Single-Cell Modality Prediction with NVIDIA RAPIDS cuML
Single-cell measurement technologies have advanced rapidly, revolutionizing the life sciences. We have scaled from measuring dozens to millions of cells and...
8 MIN READ
Technical Walkthrough
Oct 17, 2022
Mastering String Transformations in RAPIDS libcudf
Efficient processing of string data is vital for many data science applications. To extract valuable information from string data, RAPIDS libcudf provides...
17 MIN READ
News
Oct 13, 2022
Upcoming Workshop: Applications of AI for Anomaly Detection
Learn to detect data abnormalities before they impact your business by using XGBoost, autoencoders, and GANs. Workshops are available in both the NALA and EMEA...
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Technical Walkthrough
Oct 05, 2022
Explain Your Machine Learning Model Predictions with GPU-Accelerated SHAP
Machine learning (ML) is increasingly used across industries. Fraud detection, demand sensing, and credit underwriting are a few examples of specific use...
15 MIN READ