The algorithms provide an exponential speed-up over the best currently known classical algorithms for topological data analysis. ... for example, one constructs ... of persistence diagrams ...

Specialization: Data Science Foundations: Data Structures and Algorithms Instructor: Sriram Sankaranarayanan, Assistant Professor Prior knowledge needed: Mathematical Background: We expect that the ...

The team then taught to the algorithm to recognize five different types of figure: diagrams, photos, tables, data plots, and equations. The most common turns out to be data plots, which make up 35 ...

For example, in marketing, numbers can show sales patterns, but listening to customer opinions and reasons can tell you what they feel and why they buy, according to Tasker. Using both types of ...