InfoQ Homepage Machine Learning Content on InfoQ
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Hien Luu on ML Principles at DoorDash
Live from the venue of the QCon London Conference, we are talking with Hien Luu, head of ML Platform at DoorDash. In this podcast, Luu discusses the main principles and strategies that DoorDash uses to scale and evolve MLOps, as well as some tips for those who want to get started with MLOps.
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Real Time ML Pipelines Using Quix with Tomáš Neubauer
Tomáš Neubauer will talk about Quix Streams, an open-source Python library that simplifies real-time machine learning pipelines. Tomáš will discuss various architecture designs, their pros and cons, and demonstrate a real use case of detecting a cyclist crash using Quix Streams and a TensorFlow model.
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Getting Value out of an ML Model with Philip Howes
We are talking with Philip Howes about how to get value from your ML model as fast as possible. We will also talk about how to improve your deployed model, and what tools you can use when setting up ML projects. We conclude by discussing how stakeholders should be involved, and what makes up a complete ML team.
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Omar Sanseviero on Transformer Models and Democratizing Good ML Practices
Live from the venue of the QCon London Conference we are talking with Omar Sansevier about Hugging Face, the limitations and biases of machine learning models, the carbon emitted when training large scale machine learning models, and democratizing good ML practices.
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ML Tools to Accelerate Your Work with Cassie Breviu
Live from the venue of the QCon London Conference, we are talking with Cassie Breviu. She will talk about how she got started with AI, and what machine learning tools can accelerate your work when deploying models on a wide range of devices. We will also talk about GitHub Copilot and how AI can help you be a better programmer.
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Engaging with and Serving the Digital Seeker to Craft Great Experiences
In this podcast Shane Hastie, Lead Editor for Culture & Methods, spoke to Raj de Datta about applying AI in high-performance tennis, serving the digital seeker and delivering exceptional digital experiences.
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Dan Kreigh on Building SpaceShipOne and Designing Flying Cars
In this podcast Shane Hastie, Lead Editor for Culture & Methods, spoke to Dan Kreigh about his experiences as the lead structural analyst working on SpaceShipOne and his personal interest in designing and building a flying car.