Historically, major women artists have been excluded from the mainstream art canon. Aligned with the resurgence of feminism in pop culture, Broad Strokes offers an entertaining corrective to that omission. Art historian Bridget Quinn delves into the lives and careers of 15 female artists from around the globe in text that's smart, feisty, educational, and an enjoyable read. Replete with beautiful reproductions of the artists' works and contemporary portraits of each artist by renowned illustrator Lisa Congdon, this is art history from the Renaissance to Abstract Expressionism for the modern art lover, reader, and feminist.

In the mountains of western North Carolina, the Civil War was fought on different terms than those found throughout most of the South. Though relatively minor strategically, incursions by both Confederate and Union troops disrupted life and threatened the

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 traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

An informative compendium, the Encyclopedia of North Carolina is abundantly illustrated with nearly 400 photographs and maps."--BOOK JACKET.