预测内容发布风险：数据驱动的洞察如何变革发布规划

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Netflix TechBlog

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Netflix TechBlog

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Learn about Netflix’s world class engineering efforts, company culture, product developments and more.

了解 Netflix 世界一流的工程努力、企业文化、产品开发等。

by Emily Gill

作者：Emily Gill

Each year, we bring the Analytics Engineering community together for an Analytics Summit — a multi-day internal conference to share analytical deliverables across Netflix, discuss analytic practice, and build relationships within the community. This post is one of several topics presented at the Summit highlighting the breadth and impact of Analytics work across different areas of the business.

每年，我们都会将分析工程社区聚集在一起举办分析峰会——这是一个为期多天的内部会议，旨在分享 Netflix 各领域的分析成果，讨论分析实践，并建立社区内的人际关系。本文是峰会上展示的多个主题之一，重点介绍了分析工作在不同业务领域的广度和影响力。

Understanding Risk in Content Launches

理解内容发布中的风险

Every title you see on Netflix goes through several key phases: Development, Pre-Production, Production/Principal Photography, Post-Production, and finally, Launch Preparation, all leading up to the Title Launch. Once Principal Photography wraps, the focus shifts in Post-Production from content creation to quality assurance and visual effects (if needed).

您在 Netflix 上看到的每一部作品都要经历几个关键阶段：开发、前期制作、制作/主体拍摄、后期制作，最后是发布准备，所有这些都为作品的最终发布做准备。一旦主体拍摄结束，后期制作的重点就会从内容创作转移到质量保证和视觉特效（如果需要）上。

At the end of Post Production, Netflix receives the final audio and video files — often delivered as an IMF (Interoperable Master Format) — which triggers a flurry of Launch Preparation activities, focused on tasks such as the development o...