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Covers the basics of input/output operations in C++, including interacting with the world through keyboard/screen inputs, file operations, and formatting input/output data.
Covers persistence in computer science, focusing on magnetic disks and their performance characteristics, including seek time, rotational latency, and disk scheduling algorithms.
Explores the learning dynamics of deep neural networks using linear networks for analysis, covering two-layer and multi-layer networks, self-supervised learning, and benefits of decoupled initialization.
Delves into the challenges and processes of document digitisation, including the Google Books project, copyright issues, and the optimization of source selection.
Covers interactions between raster and vector data layers in GIS, including extracting information at specific points and calculating statistics within polygon zones.
