Snacks Weekly on Data Science

This podcast is about making data science and machine learning knowledge accessible and less intimidating. Every week, I will handpick one selected industrial tech blog to break it down. We will discuss some key data science concepts and machine learning algorithms, and how they are applied in those real-world applications. Subscribe to the channel and enjoy Snacks Weekly on Data Science!

Last refreshed: July 9th, 2025 at 9:19 PM ⓘ

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Episodes

2023-10-16 synthetic search data [Expedia]

This episode discusses how synthetic search data is leveraged to enable Expedia's flight price forecasting product. Based on the tech blog shared by Data Scientists from Expedia, the blog link is: https://medium.com/expedia-group-tech/using-synthetic-search-data-for-flights-price-forecasting-4cf3277afdaf

Oct 16, 2023•11 min

2023-10-09 label noise problems and solutions [Walmart]

In this episode, we will discuss Lable Noise problems and solutions as shared by Data Scientists from Walmart Their tech blog link: https://medium.com/walmartglobaltech/label-noise-problems-and-solutions-5e38e03dd74

Oct 09, 2023•9 min•Ep. 2

2023-10-02-instacart-ads-incrementality

In this episode, we will discuss how Instacart provides incrementality measures in its advertising business, and some related data science concepts, such as randomized control trials. Their tech blog link: https://tech.instacart.com/how-instacart-measures-the-true-value-of-advertising-the-methodology-of-ad-incrementality-aac6c58e627c

Oct 02, 2023•8 min•Ep. 1

Introducing Snacks Weekly on Data Science

This introduces the podcast, Snacks Weekly on Data Science. This podcast is about making data science and machine learning knowledge accessible and less intimidating. If you may find the contents helpful, please subscribe to the channel. Thank you and let's get started.

Oct 02, 2023•1 min

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