InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
About this Podcast
Intended for architects and senior developers.
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Phil Winder on the History, Practical Application, and Ethics of Reinforcement Learning
In this podcast Dr Phil Winder, CEO of Winder Research, sits down with InfoQ podcast co-host Charles Humble. They discuss: the history of Reinforcement Learning (RL); the application of RL in fields such as robotics and content discovery; scaling RL models and running them in production; and ethical considerations for RL.
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Carin Meier Using Machine Learning to Combat Major Illnesses, Such as the Coronavirus
Carin Meier of Reify Health sits down with Wesley Reisz and discusses how machine learning is being used to combat major illnesses (such as the coronavirus). After a short discussion on some of the work being done today, the two shift into a discussion on the challenges of working with healthcare data and machine learning. Topics around safety, ethics, and explainability are discussed.
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Josh Wills on Building Resilient Data Engineering and Machine Learning Products at Slack
Josh Wills, a software engineer working on data engineering problems at Slack, discusses the Slack data architecture and how they build and observe their pipelines.
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Victor Dibia on TensorFlow.js and Building Machine Learning Models with JavaScript
Victor Dibia is a research engineer with Cloudera’s Fast Forward Labs. On today’s podcast, Wes Reisz and Victor Dibia talk about the realities of building machine learning in the browser. The two discuss the capabilities, limitations, process, and realities around using TensorFlow.js.
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Bryan Cantrill on Rust and Why He Feels It’s The Biggest Change in Systems Development in His Career
Today on the podcast, Bryan Cantrill discusses with Wes Reisz a bit about the origins of DTrace and then spends the rest of the time discussing why he feels Rust is the “biggest development in systems development in his career.”
SPONSORED BY
Live Webinar presented by Cockroach Labs |
Q&A moderated by InfoQ
This webinar dives deep into the internals of CockroachDB, exploring how the database uses KV at the storage layer to effectively distribute data, how Raft and MVCC are used to guarantee serializable isolation for transactions, how to tie data to a location to help with performance, and more.