Machine Learning + Infrastructure For Humans

Outerbounds

ML education and what data scientists need to know about practical ML in moving from research and prototype to production.

With the machine learning space maturing quickly, we are in increasing need of relevant, technical, and state-of-the-art educational resources, which is why we’re excited to have a panel and release party for two new books:- <a href="https://www.oreilly.com/library/view/designing-machine-learning/9781098107956/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Designing Machine Learning Systems</a> by Chip Huyen, co-founder and CEO of Claypot AI, and a writer and computer scientist who builds infrastructure for real-time ML and teaches Machine Learning Systems Design at Stanford, and- <a href="https://www.manning.com/books/effective-data-science-infrastructure" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Effective Data Science Infrastructure</a> by Ville Tuulos, co-founder and CEO of Outerbounds, the company behind human-centric, full-stack platform for ML and data science powered by open-source Metaflow.We will chat with Chip and Ville about - the pressing challenges in ML education, - what data scientists need to know about practical ML in moving from research and prototype to production, and- how these education projects fit into the broader context of the full machine learning stack.We’re also excited to announce a new machine learning playground that we’re building at Outerbounds to help data scientists learn the full stack of production-ready ML without having to install anything locally. We’ll be giving away copies of the books in a raffle during the livestream and we’ll also host an async AMA with Chip and Ville afterward at <a href="http://slack.outerbounds.co/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">slack.outerbounds.co</a>!

Machine Learning + Infrastructure For Humans

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Machine Learning + Infrastructure For Humans

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