Data Science Interview Prep

By Data Science Interview Prep PodcastEducation

Data Science Interview Prep episodes

March 05 Replay: Logits
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As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us.
6 min
February 16 Math Intuition: Feature Scaling
Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠
As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us.
7 min
December 25, 2025 Replay: Bite-sized Data Science
As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.Running a podcast takes a lot of time and effort, so please consider supporting us.

Become a Paid Subscriber: ⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠
8 min
November 24, 2025 Replay: A/B Testing
Basic knowledge of A/B testing is important to know for marketing/product data science roles or analyst interviews. Listen to this episode to refresh on some key concepts!
16 min
October 22, 2025 Logits
As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us.

Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠
6 min
August 23, 2025 Bayes' Theorem
As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.Running a podcast takes a lot of time and effort, so please consider supporting us.

Become a Paid Subscriber: ⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠
7 min
July 29, 2025 High-Level: Collaborative Filtering
This is a high-level episode on collaborative filtering; no math, just the intuition! Let us know if you'd like a more technical overview in the future.
7 min
July 02, 2025 Replay: Dimensionality Reduction
Replay: Dimensionality Reduction
13 min
June 15, 2025 Low-Rank Adaptation
Want to fine-tune an LLM? Learn about LoRA for efficient fine-tuning!

Become a Paid Subscriber: ⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠
6 min
May 07, 2025 BERT in NLP
As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.Running a podcast takes a lot of time and effort, so please consider supporting us.

Become a Paid Subscriber: ⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠
8 min