学习、联系、构建
准备好开始使用 AI 和最新技术了吗？ Microsoft Reactor 提供活动、培训和社区资源，帮助开发人员、企业家和初创公司利用 AI 技术等。 快加入我们吧！
学习、联系、构建
准备好开始使用 AI 和最新技术了吗？ Microsoft Reactor 提供活动、培训和社区资源，帮助开发人员、企业家和初创公司利用 AI 技术等。 快加入我们吧！
23 三月, 2022 | 5:00 下午 - 6:00 下午 (UTC) Coordinated Universal Time
Live Stream主题: Data Science & Machine Learning
语言: italiano
What is the event about?
Until recently, the Data Science and Machine Learning (ML) field has been under utilised in its adoption of DevOps tools and processes However that's now changing, as engineering teams gain any value from their Machine learning models, by get them into production. In this talk, Ed will introduce the open source Seldon Core library, build a model using popular machine learning tools and deploy it to Kubernetes to handle production traffic. You will learn how to turn an ML model into a production microservice that handles REST (Representational State Transfer Application Programming Interface)/gRPC (Google Remote Procedure Call) traffic, how to use complex model deployment techniques and how to monitor both the infrastructure and the models themselves, spotting drift and outliers as they take place.
Who is it aimed at:
Data Scientists, DevOps Engineers or ML Engineers
Why should you attend?
Getting ML models into production is the hardest and most in-demand skill in machine learning right now. This talk teaches you how to do that.
Speaker Bio:
Ed Shee, Head of Developer Relations at Seldon
With a background in cloud computing and a passion for machine learning, Ed has combined those skills to become a leader in the field of MLOps (machine learning operations). Organiser of Tech Ethics London and MLOps London, Ed is heavily involved in lots of developer communities and, thankfully, loves both beer and pizza.
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形式:
Live Stream
主题: Data Science & Machine Learning
语言: italiano
形式:
Live Stream
主题: Data Science & Machine Learning
语言: italiano