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Mathematics for Machine Learning
Author: Marc Peter Deisenroth
language: en
Publisher: Cambridge University Press
Release Date: 2020-04-23
Distills key concepts from linear algebra, geometry, matrices, calculus, optimization, probability and statistics that are used in machine learning.
Minimum Design Loads and Associated Criteria for Buildings and Other Structures
Author: American Society of Civil Engineers
language: en
Publisher: ASCE Press
Release Date: 2022-02
Standard ASCE/SEI 7-22 provides requirements for general structural design and includes means for determining various loads and their combinations, which are suitable for inclusion in building codes and other documents.
Understanding GIS
In this fourth edition of Understanding GIS -- the only book teaching how to conceive, develop, finish, and present a GIS project -- all exercises have been updated to use Esri's ArcGIS Pro software with revamped data. The book guides readers with explanations of project development concepts and exercises that foster critical thinking.