Regularization

Regularization

In today's episode, we'll be discussing regularization, an important technique used to prevent overfitting in machine learning models. If you find these episodes helpful, please consider supporting us on Patreon at patreon.com/user?u=84843123.

Your support will help us continue to produce these episodes and improve the show. Thanks for listening!

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Episoder(39)

Replay: Logits

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 Mar 5min

Replay: Bite-sized Data Science

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 Des 20257min

Replay: A/B Testing

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

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 t...

22 Okt 20255min

Bayes' Theorem

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 t...

23 Aug 20256min

High-Level: Collaborative Filtering

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 Jul 20256min

Replay: Dimensionality Reduction

Replay: Dimensionality Reduction

Replay: Dimensionality Reduction

2 Jul 202512min

Low-Rank Adaptation

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 Jun 20255min

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