PageRank and Social Networks: From Anchor Text and Centrality to the Course Wrap-Up | Stanford CS124 Week 10
Week 10 treats web pages and human relationships as graphs. Link analysis teaches anchor text and PageRank: the long-run probability that someone clicking links at random is on a page is that page's score. Social networks covers centrality, the clustering coefficient, small worlds and weak ties. The final live lecture returns to LLMs with preference alignment, interpretability and machine translation.