This is an advanced, rigorous course on algorithms focusing on networks, data transmission, and search engines. We learn the science that led to the founding of Google and the science behind standard compression tools. This course also covers topics in coding and data streams. The recorded lectures are from the Harvard John A. Paulson School of Engineering and Applied Sciences course Computer Science 222.