New Practical Chinese Reader 4, Workbook (2. Edition)

New Practical Chinese Reader 4, Workbook (2. Edition) PDF

Author: Liú Xún

Publisher: Beijing Language & Culture University Press

Published: 2013

Total Pages: 178

ISBN-13: 9787561933886

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Since the publication of New Practical Chinese Reader in 2002, it has been well-received by teachers and learners. For users' convenience, in this new edition we have revised those points we found improper. In contrast to its first edition, the notes of the texts are designed next to each text to facilitate students. We have not revised the framework, especially the texts and the main language points of the textbook. Users can visit www.blcup.com/resource.blcup.com and download the traditional Chinese version of the texts for free. All the reading materials and illustrations in the workbook are updated. This is the second edition of the Workbook 4, which corresponds to Textbook 4. Each lesson is divided into two parts: 1. Listening and speaking exercises; 2. Reading and writing exercises. Readers are exposed to genuine Chinese materials to improve their integrated skills in listening, speaking, reading and writing. A CD of MP3 file is attached to the book, providing the recording of the listening exercises.

中文听说读写

中文听说读写 PDF

Author: Yuehua Liu

Publisher: Cheng & Tsui

Published: 2008-01-01

Total Pages: 335

ISBN-13: 9780887276446

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Cheng & Tsui's best-loved Chinese textbook series is new, revised, and better than ever!

Basic Mandarin Chinese - Speaking & Listening Practice Book

Basic Mandarin Chinese - Speaking & Listening Practice Book PDF

Author: Cornelius C. Kubler

Publisher: Tuttle Publishing

Published: 2017-11-07

Total Pages: 224

ISBN-13: 1462919324

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This comprehensive Mandarin workbook can be used with any textbook or on its own to dramatically enhance your Mandarin speaking and listening skills. No matter what textbook you're using to learn Mandarin, it requires a lot of practice. Here is a wealth of effective activities and drills—plus over 16 hours of audio recordings—to help you improve your spoken Mandarin Chinese quickly and effectively. This book follows the Basic Mandarin Chinese—Speaking & Listening textbook but works equally well with other coursebooks or on its own. The free disc contains hours of audio recording as well as printable PDF files providing hundreds of pages of extra practice exercises and activities. Basic Mandarin Chinese—Speaking & Listening Practice Book includes hundreds of carefully designed activities to help you with every aspect of your speaking skills, including: Pronunciation exercises Vocabulary and Grammar summaries Substitution drills Transformation and Response drills Role Playing and Listening Comprehension Dictation exercises Translation exercises The downloadable audio includes: 16 hours of audio recordings by native Mandarin speakers Printable practice pages Printable exercises and activities About the Basic Mandarin Chinese series: Respected Chinese language educator Dr. Cornelius Kubler has taught Mandarin Chinese to diplomats, business people and students for several decades—using an effective learning system with two separate but integrated "tracks" to help you learn the spoken and written forms of the language more efficiently and more successfully. The materials in this series have been acclaimed as a breakthrough in Mandarin Chinese language learning.

Deep Learning

Deep Learning PDF

Author: Ian Goodfellow

Publisher: MIT Press

Published: 2016-11-10

Total Pages: 801

ISBN-13: 0262337371

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An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

An Introduction to Statistical Learning

An Introduction to Statistical Learning PDF

Author: Gareth James

Publisher: Springer Nature

Published: 2023-08-01

Total Pages: 617

ISBN-13: 3031387473

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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

Modern Mandarin Chinese Grammar Workbook

Modern Mandarin Chinese Grammar Workbook PDF

Author: Claudia Ross

Publisher: Psychology Press

Published: 2006

Total Pages: 281

ISBN-13: 0415700116

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Modern Mandarin Chinese Grammar Workbook is a book of exercises and language tasks for all learners of Mandarin Chinese. Divided into two sections, the Workbook initially provides exercises based on essential grammatical structures, and moves on to practise everyday functions such as making introductions, apologizing and expressing needs. With a comprehensive answer key at the back to enable students to check on their progress, main features include: exercises graded according to level of difficulty cross-referencing to the related Modern Mandarin Chinese Grammar topical exercises that develop students' vocabulary base. Modern Mandarin Chinese Grammar Workbook is ideal for all learners of Mandarin Chinese, from beginner to intermediate and advanced students. It can be used both independently and alongside the Modern Mandarin Chinese Grammar.

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