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Gateway is an academically-rich five-level course designed to lead teenage students to success in school-leaving and university entrance exams and prepare them for university and the world of work.
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Introducing Microsoft Power BI enables you to evaluate when and how to use Power BI. Get inspired to improve business processes in your company by leveraging the available analytical and collaborative features of this environment. Be sure to watch for the publication of Alberto Ferrari and Marco Russo's upcoming retail book, Analyzing Data with Power BI and Power Pivot for Excel (ISBN 9781509302765). Go to the book's page at the Microsoft Press Store here for more details:http://aka.ms/analyzingdata/details. Learn more about Power BI at https://powerbi.microsoft.com/.
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 essential work of the cinematic history of the Weimar Republic by a leading figure of film criticism First published in 1947, From Caligari to Hitler remains an undisputed landmark study of the rich cinematic history of the Weimar Republic. Prominent film critic Siegfried Kracauer examines German society from 1921 to 1933, in light of such movies as The Cabinet of Dr. Caligari, M, Metropolis, and The Blue Angel. He explores the connections among film aesthetics, the prevailing psychological state of Germans in the Weimar era, and the evolving social and political reality of the time. Kracauer makes a startling (and still controversial) claim: films as popular art provide insight into the unconscious motivations and fantasies of a nation. With a critical introduction by Leonardo Quaresima which provides context for Kracauer’s scholarship and his contributions to film studies, this Princeton Classics edition makes an influential work available to new generations of cinema enthusiasts.
Beginner's Danish offers basic language instruction in the national language of Denmark, presenting grammar, vocabulary, and common phrases in clear, concise lessons. Perfect for both classroom and independent students, each of the 13 lessons opens with dialogues on topics such as greetings, family, athletics, dining, illness, holidays and celebrations. Following the dialogues are vocabulary lists, explanations of grammar, and exercises. Two audio CDs accompany the lessons, providing correct pronunciation of all the vocabulary and a selection of the dialogues, with pauses for repetition by the student. Also included are an exercise key, Danish-English and English-Danish glossaries, as well as an introduction to Danish history and culture.
This Framework has been widely adopted in setting curriculum standards, designing courses, developing materials and in assessment and certification. This compendium of case studies is written by authors who have a considerable and varied experience of using the Framework in their professional context. The aim is to help readers develop their understanding of the Framework and its possible uses in different sectors of education.
Suitable for both independent study and class use, this text comprises an accessible reference grammar and related exercises in a single volume.
Now the standardisation work of DAB (Digital Audio Broadcasting)system is finished many broadcast organisations, network providersand receiver manufacturers in European countries and outside ofEurope (for example Canada and the Far East) will be installing DABbroadcast services as pilot projects or public services. Inaddition some value added services (data and video services) areunder development or have already started as pilot projects. The new digital broadcast system DAB distinguishes itself fromexisting conventional broadcast systems, and the various newinternational standards and related documents (from ITU-R, ISO/IEC,ETSI, EBU, EUREKA147, and others) are not readily available and aredifficult to read for users. Therefore it is essential that a wellstructured technical handbook should be available. The Second Edition of Digital Audio Broadcasting has beenfully updated with new sections and chapters added to reflect allthe latest developments and advances. Digital Audio Broadcasting: Provides a fully updated comprehensive overview of DAB Covers international standards, applications and othertechnical issues Combines the expertise of leading researchers in the field ofDAB Now covers such new areas as: IP-Tunneling via DAB; ElectronicProgramme Guide for DAB; and Metadata A comprehensive overview of DAB specifically written forplanning and system engineers, developers for professional anddomestic equipment manufacturers, service providers, as well aspostgraduate students and lecturers in communicationstechnology.
The story of three generations in twentieth-century China that blends the intimacy of memoir and the panoramic sweep of eyewitness history—a bestselling classic in thirty languages with more than ten million copies sold around the world, now with a new introduction from the author. An engrossing record of Mao’s impact on China, an unusual window on the female experience in the modern world, and an inspiring tale of courage and love, Jung Chang describes the extraordinary lives and experiences of her family members: her grandmother, a warlord’s concubine; her mother’s struggles as a young idealistic Communist; and her parents’ experience as members of the Communist elite and their ordeal during the Cultural Revolution. Chang was a Red Guard briefly at the age of fourteen, then worked as a peasant, a “barefoot doctor,” a steelworker, and an electrician. As the story of each generation unfolds, Chang captures in gripping, moving—and ultimately uplifting—detail the cycles of violent drama visited on her own family and millions of others caught in the whirlwind of history.