Technical Blog
Tag: cuDF
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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
Technical Walkthrough
May 27, 2022
Boosting Data Ingest Throughput with GPUDirect Storage and RAPIDS cuDF
If you work in data analytics, you know that data ingest is often the bottleneck of data preprocessing workflows. Getting data from storage and decoding it can...
14 MIN READ
Technical Walkthrough
May 27, 2022
Prototyping Faster with the Newest UDF Enhancements in the NVIDIA cuDF API
Over the past few releases, the NVIDIA cuDF team has added several new features to user-defined functions (UDFs) that can streamline the development process...
8 MIN READ
Technical Walkthrough
May 05, 2022
Optimizing Access to Parquet Data with fsspec
As datasets continue to grow in size, the adoption of cloud-storage platforms like Amazon S3 and Google Cloud Storage (GCS) are becoming more popular. Although...
12 MIN READ
Technical Walkthrough
Jan 13, 2022
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...
12 MIN READ
Technical Walkthrough
Dec 08, 2021
Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability
Data Scientists and Machine Learning Engineers often face the dilemma of “machine learning compared to deep learning” classifier usage for their business...
18 MIN READ