Clawdemy: Foundations

About Clawdemy: Foundations

The mathematical foundations of AI, narrated. Linear algebra, calculus, statistics, and classical machine learning, one bite-size lesson at a time. A focused track from Clawdemy.

Publisher

Clawdemy

Category

education · technology

Language

en

Explicit

No

First episode

24 May 2026

Latest episode

25 May 2026

Latest episodes

57 episodes in the feed.

1. 

   25 May 2026

   Bias-variance tradeoff: brief

   Overview of the bias-variance lesson: what you will learn, where it fits, the prerequisite to have first, and the time and difficulty before you start.

2. 

   25 May 2026

   t-SNE: brief

   What this t-SNE lesson covers: reading 2D cluster plots, what the method preserves and distorts, the perplexity dial, plus prerequisites and time to budget.

3. 

   25 May 2026

   Classification metrics: brief

   Overview of the classification metrics lesson: what you'll learn about the confusion matrix, precision, recall, ROC and AUC, plus prerequisites and read time.

Contact Clawdemy: Foundations

Guest appearances

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