У нас вы можете посмотреть бесплатно Bristech MLOps: The State of MLOps - Luke Marsden (Sept 2020) или скачать в максимальном доступном качестве, видео которое было загружено на ютуб. Для загрузки выберите вариант из формы ниже:
Если кнопки скачивания не
загрузились
НАЖМИТЕ ЗДЕСЬ или обновите страницу
Если возникают проблемы со скачиванием видео, пожалуйста напишите в поддержку по адресу внизу
страницы.
Спасибо за использование сервиса ClipSaver.ru
Bristech MLOps: The State of MLOps - Luke Marsden Video Chapters (please click on Chapter Heading to start playing from that time) 0:00 Introduction by Nic Hemley 0:48 Start of talk by Luke 2:11 MLOps: Just more DevOps? 5:01 Reproducibility & Provenance 7:16 Symptoms of MLOps done badly 9:44 Requirements to achieve MLOps (MLOps Manifesto) 12:12 Data Engineering & ML engineering are different from S/W engineering 13:58 MLOps landscape 16:14 MLOps platform? 18:45 Q+A chaired by Nic Hemley MLOps - the confluence of Machine Learning and Operational concerns - is now very much a thing and an ongoing conversation in many organisations who are tackling the iterative deployment of models into production. In this talk, I will outline the context for MLOps, where it came from and where it is going, through mapping out the MLOps landscape from Data Preparation, through Data Modelling to Operationisation. In doing so, I will explore the current state of the art with regards to tooling and approaches, with reference to what is next for this nascent field and highlighting some of the concepts that will be discussed during the course of this event, in both other talks and workshops. About Luke Marsden, Founder, MLOps Consulting A former startup CEO and technical founder, Luke has recently started a consultancy specialising in MLOps. He offers clients the ability to take advantage of the learnings from his former MLOps platform company, Dotscience, to help them develop their MLOps capabilities, integrating with platforms such as Kubeflow and MLflow.