Klaviyo Data Science Podcast EP 29 | Detecting the Unexpected

Klaviyo Data Science Podcast EP 29 | Detecting the Unexpected

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

Anomaly Detection

It’s our third November on the Klaviyo Data Science Podcast, and if you work in ecommerce, you know that November means one thing: Black Friday and (usually) Cyber Monday, i.e. the month of the year where everything changes. Traditionally, we’ve talked about things that help prepare builders of software for when the world is about to change, such as infrastructure, readiness, scale-out testing, and other things along those lines. This year, we’re approaching it from another angle: ecommerce stores go through the exact same struggle every year. How can a platform like Klaviyo help prepare them for the unexpected? One answer: by automatically figuring out when unexpected things are happening, i.e., by detecting anomalous behavior. You’ll hear all about anomaly detection on this episode, including:

  • How to pivot your research when your idea is valuable but your results aren’t providing that value
  • How to label large swaths of data efficiently
  • How to design algorithms for an extraordinarily diverse base of end users
“Imagine a sneaker company who does product drops compared to a regular ecommerce brand. Then imagine customers who are just starting up, with very low traffic…. It was definitely a challenge to generalize to the entire Klaviyo customer base.” — Harsh Mehta, Senior Machine Learning Engineer

Read the full show notes on Medium!

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(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)

Games typically involve some combination of math, chance, strategy, and skill. In this two part mini-series, the Klaviyo Data Science Podcast investigates the role of math in games and how our relatio...

4 Aug 202545min

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...

9 Juli 202545min

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 Juni 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 Maj 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...

14 Apr 202548min

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 Mars 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...

7 Feb 202545min

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...

13 Jan 202549min

Populärt inom Business & ekonomi

badfluence
framgangspodden
varvet
svd-tech-brief
uppgang-och-fall
rss-svart-marknad
avanzapodden
rss-inga-dumma-fragor-om-pengar
bathina-en-podcast
rss-borsens-finest
rss-dagen-med-di
24fragor
borsmorgon
dynastin
rikatillsammans-om-privatekonomi-rikedom-i-livet
tabberaset
lastbilspodden
kapitalet-en-podd-om-ekonomi
rss-kort-lang-analyspodden-fran-di
fill-or-kill