Topic

pagerank

6 videos. Ordered by the type of source, then by how recent the video is.

1. 22 min

   Mar 2026 Teaching or conference talk

   Temporal Networks, Where Page Rank meets Lord of the Rings - Computerphile

   Computerphile

   Covers why time matters when analysing how things connect in a network, linking PageRank to a Lord of the Rings example.

2. 1h 14m

   Apr 2023 Teaching or conference talk

   Data Mining (Spring 2023) - PageRank Part II

   UofU Data Science

   Covers PageRank problems such as spider traps and dead ends, and the teleportation fix in the Google formulation.

   Older: check current guidance
3. 19 min

   Oct 2020 Teaching or conference talk

   IR Course Lecture 16: Popularity - Page Rank and HITS

   Venkatesh Vinayakarao

   Covers two models of page popularity, PageRank with its random surfer model and HITS, in a course lecture.

   Older: check current guidance
4. 5 min

   Jun 2020 Teaching or conference talk

   How Google's PageRank Algorithm Works

   Spanning Tree

   Explains the random surfer model behind PageRank and what it means for a page to be important.

   Older: check current guidance
5. 20 min

   Mar 2020 Teaching or conference talk

   Google’s PageRank Algorithm Explained with Examples | Georgia Tech CSE6242

   Polo Club of Data Science @ Georgia Tech

   Explains PageRank through a numeric example with a visualisation, then introduces the personalised variant.

   Older: check current guidance
6. 8 min

   Nov 2019 Teaching or conference talk

   M4ML - Linear Algebra - 5.7 Introduction to PageRank

   Digital Media - Imperial College London

   Introduces PageRank from the linear algebra side as part of a mathematics for machine learning course.

   Older: check current guidance