Understand the principles of efficient algorithms for dealing with large scale data sets and be able to select appropriate algorithms for specific problems. Understand and be able to apply the main ...

Building fast and highly performant data science applications requires an intimate knowledge of how data can be organized in a computer and how to efficiently perform operations such as sorting, ...

Sorting is a fundamental operation underpinning a wide array of computational tasks, from database indexing and network packet scheduling to real-time signal processing. Traditional CPU-based sorting ...