Get to know torch’s linalg module, all while learning about different ways to do least-squares regression from scratch. This post is a condensed version of the corresponding chapter in the forthcoming book, Deep Learning and Scientific Computing with R torch, to be published by CRC Press.
We had a very fun and engaging chat with Matt Yonkovit who is the Chief Experience Officer at Percona, a service provider for open source databases like MySQL, PostgreSQL, MariaDB, and RocksDB. Matt has worked as a database architect for 10 years before transitioning into consulting roles at both MySQL and Sun Microsystems. In total, he’s been working with databases and open source for nearly 25 years.
James has a lot of experience from both the developer side and the community side of open source. We dive deep into open source communities and enterprise involvement within those communities. Some of the topics we cover include: What is an open source readiness program and why should enterprises have one in place? Open source program offices and and the benefits of contributing to open source communities
Jupyter Book lets you build an online book using a collection of Jupyter Notebooks and Markdown files. Its output is similar to the excellent Bookdown tool, and adds extra functionality for people running a Jupyter stack.
This article discusses GPT-2 and BERT models, as well using knowledge distillation to create highly accurate models with fewer parameters than their teachers
In this episode, we have an insightful and entertaining conversation with Gil Yehuda, the Senior Director of Open Source at Verizon Media. Gil is the number one expert in the world when it comes to setting up and managing Open Source Program Office’s (OSPO’s) for enterprises.
