Technical Blog
Tag: DASK
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Technical Walkthrough
May 05, 2022
Optimizing Access to Parquet Data with fsspec
This post details how the filesystem specification's new parquet model provides a format-aware byte-cashing optimization.
12 MIN READ
Technical Walkthrough
Oct 21, 2021
Accelerated Portfolio Construction with Numba and Dask in Python
Learn the power of Numba and Dask in Python for high performance portfolio construction.
8 MIN READ
Technical Walkthrough
Aug 31, 2021
Zero to RAPIDS in Minutes with NVIDIA GPUs + Saturn Cloud
With RAPIDS, practitioners can quickly accelerate data science workloads on NVIDIA GPUs, and with Saturn Cloud focus on solving their business challenges.
9 MIN READ
Technical Walkthrough
Jun 17, 2021
Accelerating XGBoost on GPU Clusters with Dask
In XGBoost 1.0, we introduced a new official Dask interface to support efficient distributed training. Fast-forwarding to XGBoost 1.4, the interface is now feature-complete.
11 MIN READ
Technical Walkthrough
Mar 18, 2021
Dask Tutorial - Beginner's Guide to Distributed Computing with GPUs in Python
This is the fourth installment of the series of introductions to the RAPIDS ecosystem. The series explores and discusses various aspects of RAPIDS that allow…
8 MIN READ
Technical Walkthrough
Oct 05, 2020
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…
10 MIN READ