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Klaviyo Data Science Podcast EP 10 | Once in a (customer) lifetime

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内容由Klaviyo Data Science Team提供。所有播客内容(包括剧集、图形和播客描述)均由 Klaviyo Data Science Team 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Welcome back to the Klaviyo Data Science podcast! This episode, we dive into…

Understanding your Customer Lifetime Value

This is a math-heavier episode than usual — we’re going to dive into probabilistic distributions and talk about systems of estimators. Even if that’s not your background, though, you should still find this episode useful. That discussion is all based in something crucial to real-life businesses around the world: customer lifetime value, or CLV. What exactly does CLV tell you, how exactly is it calculated and predicted, and why exactly does it matter to your business? You’ll hear about all that and more, including:

  • Statistical approaches to modeling customer behavior
  • Difficulties that arise when customers don’t act exactly like they’re modeled
  • How the humble Tungsten cube can teach us about the entire customer journey

Contact me

The best place to reach the podcast is by messaging me on Twitter: https://twitter.com/lawson_m_t.

  continue reading

54集单集

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Manage episode 317314466 series 3251385
内容由Klaviyo Data Science Team提供。所有播客内容(包括剧集、图形和播客描述)均由 Klaviyo Data Science Team 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

Welcome back to the Klaviyo Data Science podcast! This episode, we dive into…

Understanding your Customer Lifetime Value

This is a math-heavier episode than usual — we’re going to dive into probabilistic distributions and talk about systems of estimators. Even if that’s not your background, though, you should still find this episode useful. That discussion is all based in something crucial to real-life businesses around the world: customer lifetime value, or CLV. What exactly does CLV tell you, how exactly is it calculated and predicted, and why exactly does it matter to your business? You’ll hear about all that and more, including:

  • Statistical approaches to modeling customer behavior
  • Difficulties that arise when customers don’t act exactly like they’re modeled
  • How the humble Tungsten cube can teach us about the entire customer journey

Contact me

The best place to reach the podcast is by messaging me on Twitter: https://twitter.com/lawson_m_t.

  continue reading

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