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FROM THE FATHER OF MODERN FANTASY THAT INSPIRED TOLKIEN AND LEWIS. Warriors, dwarves, gods, epic battles, magic armor, and a ring. If this all sounds a familiar, it's for good reason. In The House of the Wolfings, the first of the author's many great fantastic romances, William Morris weaves the traditional with the supernatural, and establishes a precursor to the modern epic fantasy genre. Based on a translation of an old Norse saga, Morris reconstructs a portrait of the lives of the Germanic Gothic Tribes galvanized into action againts the attacks of imperial Rome. Thiodolf, the leader of the Wolfings, is one of two men chosen as War-Dukes to lead the tribes against their enemies. Thiodolf may be supported by his lover the Wood-Sun and their daughter the Hall-Sun (both of whom are related to the gods), but he also possesses a dwarf-made mail-shirt that, unbeknownst to him, bears a curse.
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.
"A good, old-fashioned, sink-your-teeth-into-it story...Suspenseful." THE PHILADELPHIA INQUIRER James Michener turns the creation and publication of a novel into an extroardinary and exciting experience as he renders believable the intriguing personalities who are the parents to its birth: a writer, editor, critic, and reader are locked in the desperate scenario of life, death, love, and truth. As immediate as today's headlines, as close as the bookshelves, THE NOVEL is a fascinating look into the glamorous world of the writer. Selected by the Book-of-the-Month Club