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- Author :
- Publisher : Schirmer Trade Books
- Release Date : 2011-07-18
- Category: Music
- Pages : 559
- ISBN Code: 0857126466
Summary: The Insider's Guide to Making Money in the Music Industry. Millions dream of attaining glamour and wealth through music. This book reveals the secrets of the music business that have made fortunes for the superstars. A must-have for every songwriter, performer and musician.
- Author : Peter Harrington
- Publisher : Simon and Schuster
- Release Date : 2012-04-03
- Category: Computers
- Pages : 384
- ISBN Code: 1638352453
Summary: Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce
- Author : Wendy Abraham
- Publisher : John Wiley & Sons
- Release Date : 2018-08-28
- Category: Foreign Language Study
- Pages : 400
- ISBN Code: 1119475503
Summary: The fun way to learn to speak Chinese With more than 1.2 billion speakers across the globe — and with nearly 3 million in the U.S. alone — Mandarin Chinese claims the top spot as the world’s most common language. If you want to learn this language to get ahead at school or work, or to make your travel to China easier, this is the handy reference you’ll want by your side. Chinese For Dummies teaches basic grammar, as well as the necessary vocabulary to make introductions and greetings, use proper etiquette, make small talk, make transportation arrangements, order food and beverages, ask directions, deal with money, shop, access recreation, and handle an emergency. Concentrates on Mandarin Chinese and features new and revised content Includes major updates to all the necessary foundational information needed to speak Chinese Covers grammar, verb conjugations, and pronunciations Offers a refreshed mini-dictionary complete with even more vocabulary Find free conversational audio tracks online As the Chinese economy continues to grow, the importance of Chinese as a trade language will also increase. If you’re a student or business professional who has a basic understanding of the language, you’ll be poised to surpass your peers when it comes to dealing with international markets. So get started today!
- Author : Cornelius C. Kubler,Jerling Guo Kubler
- Publisher : Tuttle Publishing
- Release Date : 2017-10-17
- Category: Foreign Language Study
- Pages : 224
- ISBN Code: 1462919308
Summary: This comprehensive Chinese character workbook can be used with any textbook or on its own to dramatically enhance your Mandarin reading and writing skills! No matter what textbook you're using to learn Chinese, it requires a lot of practice. Here is a wealth of effective activities and drills—plus an hour of native speaker audio recordings—to help you learn the 288 basic Chinese characters quickly and effectively. This book follows the Basic Mandarin Chinese—Reading & Writing textbook but works equally well with other coursebooks or on its own. The free disc contains audio recordings as well as printable PDF files providing hundreds of pages of extra exercises and activities and a set of 288 printable flash cards to help you learn the basic characters. Basic Mandarin Chinese—Reading and Writing Practice Book includes a wealth of carefully-designed activities designed to improve every aspect of your reading and writing skills, including: Character writing practice sheets Dictation, fill-in-the-blank, and dialog completion exercises Answering questions, reading maps, converting written style to spoken style Identifying radicals and phonetics, punctuating sentences Writing tasks based on real-life schedules, photographs and name cards Translation exercises The accompanying disc contains: Audio recordings by native Mandarin speakers Hundreds of printable practice pages A printable set of 288 Chinese flashcards 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.
- Author : Daming Feng
- Publisher : Springer Nature
- Release Date : 2019-01-01
- Category: Education and state
- Pages : 278
- ISBN Code: 981150749X
Summary: This open access book outlines key terms of China’s school leadership in Chinese political and legal, financial, administrative, and cultural contexts. It reveals and interprets the real meaning of these practical terms based on existing laws, government documents, school policy texts as well as the latest empirical findings from school leaders and teachers’ surveys and interviews in China. Providing a holistic picture of China’s school leadership through the unique meanings of these terms, the book offers researchers and graduate students insights into school leadership practice and its context in China. Thus, it would likely intensify readers’ knowledge base to analyse and interpret the phenomenon and research data regarding China’s school leadership.