Apache Spark has always been very well known for distributing computation among multiple nodes using the assistance of partitions, and CPU cores have always performed processing within a single partition. What’s less widely known is that it is possible to accelerate Spark with GPUs. Harnessing this power in the right situation brings immense advantages: it […]
Welcome back, data scientists! In my previous post, we explored how easy it is to set up a machine learning environment with Canonical’s Data Science Stack (DSS) and run your first model using Hugging Face’s Smol Course. Today, let’s take it a step further with experiment tracking. Experimentation is at the heart of data science, […]
GenAI is transforming how we approach technology. This blog explores how you can use Canonical’s Data Science Stack (DSS) to set up your environment and dive into Hugging Face’s new self-paced course on LLMs. Learn how to build your first model and explore new GenAI topics this year!
The Cloud Expo Madrid 2024 will run on 16 and 17 October at IFEMA Madrid. Come down to our booth, K87, to meet us and chat about Cloud, AI, ML and more.
Canonical is committed to enabling organizations to secure and scale their AI/ML projects in production. This is why we are pleased to announce that we have joined the Open Platform for Enterprise AI (OPEA), a project community at the Linux Foundation focused on enterprise AI using open-source tooling. What is OPEA? OPEA is a project […]
Canonical, the publisher of Ubuntu, today announced the general availability of Data Science Stack (DSS), an out-of-the-box solution for data science that enables ML environments on your AI workstation. It is fully open source, free to use and native to Ubuntu. It is also accessible on other Linux distributions, on Windows using Windows Subsystem Linux […]
Join Canonical, the publisher of Ubuntu, as we attend the upcoming Open Source Summit Europe 2024 in Austria. Hosted by the Linux Foundation, this summit is the premier event for developers, technologists, and community leaders with a keen interest in the innovation that open source enables. Mark your calendars for September 16-18, 2024, as we […]