Data Science Interview Prep23 Apr 2023

CI/CD

CI/CD in Data Science and ML helps get models from idea to deployment faster and with fewer errors! If you're interested in production ML, be sure to check out this episode for high-level overview into CI/CD.

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Avsnitt(39)

Replay: Logits

Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠⁠As a data science professional, I know firsthand how challenging it can be to navigate t...

5 Mars 5min

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 t...

25 Dec 20257min

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!

24 Nov 202515min

Logits

22 Okt 20255min

Bayes' Theorem

23 Aug 20256min

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.

29 Juli 20256min

Replay: Dimensionality Reduction

2 Juli 202512min

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

15 Juni 20255min