Posts by William Hill
Data Science
Aug 22, 2025
How to Spot (and Fix) 5 Common Performance Bottlenecks in pandas Workflows
Slow data loads, memory-intensive joins, and long-running operations—these are problems every Python practitioner has faced. They waste valuable time and make...
7 MIN READ
Data Science
Aug 01, 2025
7 Drop-In Replacements to Instantly Speed Up Your Python Data Science Workflows
You've been there. You wrote the perfect Python script, tested it on a sample CSV, and everything worked flawlessly. But when you unleashed it on the full 10...
8 MIN READ
Data Science
Jul 18, 2025
3 pandas Workflows That Slowed to a Crawl on Large Datasets—Until We Turned on GPUs
If you work with pandas, you’ve probably hit the wall. It’s that moment when your trusty workflow, so elegant on smaller datasets, grinds to a halt on a...
4 MIN READ
Data Science
Dec 20, 2024
NVIDIA Hackathon Winners Share Strategies for RAPIDS-Accelerated ML Workflows
Approximately 220 teams gathered at the Open Data Science Conference (ODSC) West this year to compete in the NVIDIA hackathon, a 24-hour machine learning (ML)...
8 MIN READ
Generative AI
Sep 19, 2024
Just Released: Torch-TensorRT v2.4.0
Includes C++ runtime support in Windows Support, Enhanced Dynamic Shape support in Converters, PyTorch 2.4, CUDA 12.4, TensorRT 10.1, Python 3.12.
1 MIN READ
Generative AI
Jul 02, 2024
Achieving High Mixtral 8x7B Performance with NVIDIA H100 Tensor Core GPUs and NVIDIA TensorRT-LLM
As large language models (LLMs) continue to grow in size and complexity, the performance requirements for serving them quickly and cost-effectively continue to...
9 MIN READ