PageRank is an algorithm used by Google Search to rank web pages in their search engine results. It is based on the number and quality of links to a page, with the assumption that more important websites will receive more links. PageRank was the first algorithm used by Google and has since expired as of September 2019.

Stanford University

Spring 2023

This course focuses on data mining and machine learning algorithms for large scale data analysis. The emphasis is on parallel algorithms with tools like MapReduce and Spark. Topics include frequent itemsets, locality sensitive hashing, clustering, link analysis, and large-scale supervised machine learning. Familiarity with Java, Python, basic probability theory, linear algebra, and algorithmic analysis is required.

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