---
type: lecture
number: 8
subject: Hashing
times:
  - begin: 2026-02-02 13:30:00
    end: 2026-02-02 14:50:00
    label: Ellen
---
##### Pre-lecture resources

* Pre-lecture exercise: {% include magiclink name='lecture8-pre.pdf' %}

##### Lecture resources

* Lecture notes: {% include magiclink name='lecture8-notes.pdf' %}
* Slides: {% include magiclink name='Lecture8.pdf' %}
* Python notebook: {% include ipynb name='lecture8_hashing' %}
* Concept check questions: {% include bank name='hashing' %}
* Additional reading: AI Part II 12; CLRS 11

##### Recording

* Video: [[Canvas](https://stanford-pilot.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ab7cc1ca-799d-4954-b1bf-b3e5017fa8ea)]