Klaviyo Data Science Podcast EP 45 | SegmentsAI: An AI Case Study on Delivering Value

Klaviyo Data Science Podcast EP 45 | SegmentsAI: An AI Case Study on Delivering Value

In many ways, 2023 was the year of AI in tech, which is a double-edged sword. On the one hand, the basic technology is straightforwardly exciting — but on the other hand, with seemingly every technology solution scrambling to integrate a thin wrapper around ChatGPT, it’s hard to stand out in a saturated environment. This month on the Klaviyo Data Science Podcast, we dive into a case study of how to build AI products, SegmentsAI, and discuss the principles that go into making sure your AI-powered product shines — and, more importantly, actually helps your customers. You’ll hear about:

  • How to know when AI is the right solution for the problem
  • The unique technical challenges that come with building an AI product, from user testing to validation
  • The answer to the AI chicken-and-egg problem

“Why do this, why build another LLM feature? It seems like every website is rushing to get their name next to AI... How you break through the noise is to actually provide value to people, not novelty. Being able to help customers speed up or generate new, interesting segments that they otherwise wouldn’t? I think that’s valuable.”— Rob Huselid, Senior Data Scientist

For the full show notes, including who's who, see the ⁠⁠⁠⁠⁠Medium writeup⁠⁠⁠⁠⁠.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(62)

Klaviyo Data Science Podcast EP 62 | The Math of Games (Part 1)

Klaviyo Data Science Podcast EP 62 | The Math of Games (Part 1)

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Klaviyo Data Science Podcast EP 61 | The Tech Startup Bildungsroman

Klaviyo Data Science Podcast EP 61 | The Tech Startup Bildungsroman

All companies start small. The lucky ones grow, and growth necessarily comes with change. This month on the Klaviyo Data Science Podcast, we look at Klaviyo’s growth through the past 8 years and the p...

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Klaviyo Data Science Podcast EP 60 | Books Every Data Scientist (and Software Engineer) Should Read (vol. 3)

Klaviyo Data Science Podcast EP 60 | Books Every Data Scientist (and Software Engineer) Should Read (vol. 3)

This month, we return to a classic Klaviyo Data Science Podcast series: books every data scientist (and software engineer) should read. This episode focuses on the Clean * duology by Robert C. Martin,...

11 Kesä 202542min

Klaviyo Data Science Podcast EP 59 | Next Best Action

Klaviyo Data Science Podcast EP 59 | Next Best Action

What should I do next? A common question, one that seems simple on the surface, but the answer, especially a more optimal answer, can be very difficult to uncover. It may involve information that the ...

16 Touko 202523min

Klaviyo Data Science Podcast EP 58 | All Aboard the Leadership

Klaviyo Data Science Podcast EP 58 | All Aboard the Leadership

All successful teams have at least one leader, and most have at least one manager. This episode, we dive into how leadership works on highly technical teams, how managing a highly technical team works...

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Klaviyo Data Science Podcast EP 57 | Agile, or, Don't Go Chasing Waterfall

Klaviyo Data Science Podcast EP 57 | Agile, or, Don't Go Chasing Waterfall

What is agile methodology — and, just as importantly, what is it not? Whether you’re new to agile entirely or you stay up late pondering its most philosophical inner workings, if you want to know more...

11 Maalis 202544min

Klaviyo Data Science Podcast EP 56 | Evaluating AI Models: A Seminar (feat. Evan Miller)

Klaviyo Data Science Podcast EP 56 | Evaluating AI Models: A Seminar (feat. Evan Miller)

This month, the Klaviyo Data Science Podcast welcomes Evan Miller to deliver a seminar on his recently published paper, Adding Error Bars to Evals: A Statistical Approach to Language Model Evaluations...

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Klaviyo Data Science Podcast EP 55 | 2024 Year in Review

Klaviyo Data Science Podcast EP 55 | 2024 Year in Review

Welcome back to the Klaviyo Data Science podcast! This episode, we dive into… 2024 Year in Review As the new year starts, we take a look back at 2024. We spoke to data scientists and people who work c...

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