Data Science 2

Categorical Features in XGBoost Without Manual Encoding

XGBoost is a decision-tree–based, ensemble machine learning algorithm based on gradient boosting. However, until recently, it didn’t natively support... 5 MIN READ
Scene with building, car, and cell towers
Data Science 2

Driving 5G-Era Innovation with AI and Accelerated Computing

The telecom industry has been pivotal in driving digital transformation across society. For over a century, and from fixed to mobile communications, the... 15 MIN READ
Data Science 5

Benchmarking Deep Neural Networks for Low-Latency Trading and Rapid Backtesting on NVIDIA GPUs

Lowering response times to new market events is a driving force in algorithmic trading. Latency-sensitive trading firms keep up with the ever-increasing pace of... 8 MIN READ
GPU, cell phone, woman on monitor
Data Science 6

New cuBLAS 12.0 Features and Matrix Multiplication Performance on NVIDIA Hopper GPUs

The NVIDIA H100 Tensor Core GPU, based on the NVIDIA Hopper architecture with the fourth generation of NVIDIA Tensor Cores, recently debuted delivering... 10 MIN READ
Tag cloud of AI terms in initials A.I.
Data Science 0

Explainer: What Is AI Computing?

AI computing is the work of machine learning systems and software, sifting through mountains of data to reveal useful insights and generate new capabilities. < 1
An image with stacked circular objects that grow with each iteration.
Data Science 4

Tips on Scaling Storage for AI Training and Inferencing

There are many benefits of GPUs in scaling AI, ranging from faster model training to GPU-accelerated fraud detection. While planning AI models and deployed... 8 MIN READ