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This handy reference to core concepts is designed to help students in courses that are a gateway to jobs in engineering and science. Students can ...
Detailed review of optimization from first principles, supported by rigorous math and computer science explanations and various learning aids
Supported by rigorous math and computer ...
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are ...
