Location:Training / Machine Learning/Algorithm / big data algorithm / Reservoir Sampling—Spatial Sublinear Algorithm

The course of Big Data Algorithms aims to teach students some basic algorithm design ideas on big data, including probabilistic algorithms, I/O efficient algorithms and parallel algorithms, so that students can be exposed to algorithm design and analysis that are different from traditional algorithm courses. ideas, and is guided by the latest research results, so that students participating in this course can understand the cutting-edge knowledge of big data algorithms. Through the study of this course, students can master the basic ideas of big data algorithm design, and through the homework of this course, master the technology of big data algorithm design and analysis.