Machine Learning and Knowledge Discovery in Databases

《體驗英語少兒閱讀文庫·第6級SET B(套裝共6本)》包括：《Big Machines At Sea》、《Big Machines In Emergencies》、《Big Machines On Rails 》、《Big Machines In the Air》、《Big Machines For Fun and Sport》、《Big Machines On the Road》。在外語教學中

《體驗英語少兒閱讀文庫·第4級SET B(套裝共10本)》包括《Holiday by the Sea》、《My Book of the Seasons》、《Rocks and the Earth》、《The Coldest Places》、《Life in Hot Places》、《We Need the Sun》、《Stormy Weather》、《Watching Clouds》、《Looki

《職業技術教育中的成人學習評估(英文版)》講述了：""innovative as well as inspirational. The editor and authors are definitely first ratescholars in the field.""Doug Lynch, Vice Dean, University of Pennsylvania, USA""Assessin

Learning about China does not mean simply looking up to the big and great country as she iS presented：whats more important is feeling the charms she infuses in the real lives of the Chinese people．Onl

● 依照自然界和社會生活中的事物分類，“近取諸身，遠取諸物”，共劃分為九個主題。● 解釋古文字形，追溯字本義和引申義，以幫助讀者更好地理解現代漢語中的字詞。● 收入常用漢字約2500個，依照共同形符、共同聲符或字形相近等原則組成字組，以簡馭繁，以類相從。● 收入常用詞約4000個， 按照其中體現的字義排布於對應的字下面，大多數詞配有精美插圖，生動活潑地詮釋詞義，妙趣橫生。● The dictionary features 9 thematic units categorized by what’s common in nature and daily life, progressing from what is near at hand to understand oneself, to more distant things to comprehend the world.● It explains ancient forms of characters to reveal their original meanings and extended meanings, facilitating a better understanding of modern Chinese.● About 2500 of the most frequently used characters are organized into groups based on the same radicals, phonetic components, or similar forms. Simplify the complex and follow the similar.● About 4000 of the most frequently used words are listed under the corresponding characters, with most of them illustrated, making the learning process enjoyable.

局部解剖學作為來華留學生親自動手操作的一門實驗課程，對人體結構和毗鄰關係的學習非常重要。由於局部解剖學內容較多、學生難以抓住重點、難點。我們編纂這本習題集希望可以解決學生學習中遇到的問題。該習題集按照章節劃分，包括單選題(single choice)、雙選題(double choices)、填空題(fill in the blanks)、簡答題(Brief questions)和論述題(questions in detail)，還有提高學生學習興趣的Problems in your life的小問題，覆蓋面廣、題量豐富、難度適中，很適合來華留學生複習參考、鞏固課本知識使用。

The objectives of this book are to introduce the overall knowledge of SHP development, together with fundamental understanding of the multidiscipline knowledge of SHP generation. It can be seen from the content that priority is given to design, operation & maintenance and management, so that trainees could acquire more in-depth expertise for their related work. Specific objectives of various specialties are stated in each chapter respectively.

本書系統地介紹了數據預處理､數據倉庫和數據挖掘的原理､方法及應用技術, 以及採用Mahout 對相應的挖掘算法進行實際練習｡本書共有11 章, 分為兩大部分｡第1 ～7 章為理論部分｡第1 章為緒論, 介紹了數據挖掘與知識發現領域中的一些基本理論､研究方法等, 也簡單介紹了Hadoop 生態系統中的Mahout;

這是一本介紹如何應用大數據和機器學習技術來解決投資問題並提高投資績效的專著。近年來，機器學習和數據科學在投資中發揮著越來越大的作用。從本質上講，機器學習模型在挖掘數據背後的非線性關係上要強于傳統模型。借助機器學習和大數據，投資經理能夠做出以往傳統模型無法實現的預測，進而做出明智的決策。然而，在投資中，並不是所有的數據集和機器學習技術都對金融應用有用，也不是所有的機器學習技術都可以“即插即用”。《大數據、機器學習與量化投資》這本書由資深量化分析專家托尼‧吉達主編，彙集了多位業內頗具影響力的專家學者的前沿分享，闡釋如何應用大數據和機器學習技術來解決投資問題並提高投資績效。這本書共有13章，理論嚴謹，案例豐富，內容涵蓋機器學習在投資管理中的應用現狀和前景、另類數據和大數據在宏觀交易中的應用、處理大數據集的難點和解決方案、挖掘社交媒體數據集分析企業文化、使用自然語言處理技術進行投資者情緒分析、基於支持向量回歸的全球戰術性資產配置策略、強化學習和深度學習在投資組合優化中的應用等主題，可以作為量化投資從業者、金融算法研究人員、高等院校計算機專業和金融工程專業的師生以及機器學習愛好者的參考用書。

本書作為數據挖掘的入門讀物，基於真實的數據集進行案例實戰，使用Python數據科學庫，從數據預處理開始一步步介紹數據建模和數據挖掘的過程。主要介紹了數據挖掘的基礎知識、基本工具和實踐方法，通過循序漸進地講解算法，帶領讀者輕鬆踏上數據挖掘之旅。本書採用理論與實踐相結合的方式，呈現了如何使用邏輯回歸進行環境數據檢測，如何使用HMM進行中文分詞，如何利用卷積神經網絡識別雷達剖面圖，如何使用循環神經網絡構建聊天機器人，如何使用樸素貝葉斯算法進行破產預測，如何使用DCGAN網絡進行人臉生成等。本書也涉及神經網絡、在線學習、強化學習、深度學習和大數據處理等內容。本書以人工智能主流編程語言Python 3版本作為數據分析與挖掘實戰的應用工具，從Pyhton的基礎語法開始，陸續介紹了NumPy數值計算、Pandas數據處理、Matplotlib數據可視化、爬蟲和Sklearn數據挖掘等內容。全書共涵蓋16個常用的數據挖掘算法和機器學習實戰項目。通過學習本書內容，讀者可以掌握數據分析與挖掘的理論知識及實戰技能。

本書根據高等教育國際化相關要求，為滿足“互換性與測量技術”課程雙語教學和留學生英文授課需要而編寫，系統介紹了互換性與測量技術的基本概念、相關標準的構成、基本內容及具體規定，並提供在線課程。同時，每章均給出教學目標、綜合性教學案例剖析，並附有知識脈絡圖、思考/練習題、重點術語及定義。本書可作為高等學校機械類相關專業雙語教學或全英文授課的教材或參考書，也可供相關工程技術人員參考。This book is compliled to meet the needs of bilingual and English teaching of the “Interchangeability and Measurement Technology”course for international students，according to the requirements of the internationalization of higher education.In this book，the fundamental concepts of interchangeability and measurement technology，as well as the basic content and specific regulations of the relevant standards are systematically introduced.And the corresponding online open course is also provided.Meanwhile，teaching objectives，analysis of comprehensive teaching cases，knowledge frame diagram，questions and exercises，and definitions for key terms are given in each chapter.This book can simultaneously serve as th

古希臘城邦中，雅典取得的成就是無與倫比的。無論在經濟、政治、軍事和文化創造上，它都展示了首屈一指的實力。本書別辟蹊徑，採用現代社會科學知識來探討民主是如何給雅典帶來輝煌成就的。作者認為，民主雅典之所以能夠充分利用它的規模和資源，從而成功地長期在競爭中擊敗等級制對手，是因為其民主制度能夠讓大量分散在民眾中間的有用知識，通過各種彙聚、共享和規範的方式，有效地為雅典城邦服務，使其在古希臘城邦間劇烈競爭中

如今，“大數據”已經很容易為經濟歷史學家所用，這得益於資料的數字化、不同數據集的共享，以及互聯網上數據庫的發佈。為了充分利用這些創新，有必要使用複雜的統計技術來揭示隱藏在數據集中的模式，本書展示了如何做到這一點。書中充分利用大數據方法，使用聯立方程系統、隨機趨勢和離散選擇模型等討論了包括價格和生活水平，貨幣供應，信貸市場，土地價值和土地使用，運輸，技術創新，和商業網絡這些主題，為利用大數據研究相關

《深度學習原理與PyTorch實戰》按照從理論到實踐，從實踐到創造的順序講解深度學習領域的知識與技術，代碼翔實，公式簡單易懂。 《深度學習原理與PyTorch實戰》第1章介紹深度學習的概念和目前的形勢，第2章介紹Python編程語言基礎，第3章使用Python語言計算極限、導數、級數等數學問題，第4章講解深度學習的基本原理與PyTorch框架的基本使用，第5章和第6章詳細講述經典網絡結構CNN和

本書力圖以全民終身學習和學習型社會建設的視角，闡述我國終身教育與終身學習、學習型社會與學習型組織建設的歷史、現狀與發展；總結了進入新世紀以來，我國學習型社會建設的輝煌成就；探討了學習型社會的兩大支柱，即終身學習服務體系和各類學習型組織建設形成的終身學習文化對我國全民終身學習和學習文化的影響。

為什麼中國向世界所做的“和平崛起”的承諾至今不能讓西方消除對中國威脅的恐懼？為什麼曾經堅信中國是一個機遇並應接觸中國的主張現在在西方失去了市場？為什麼講述“中國故事”首先需要瞭解西方對中國崛起的敘事？如果您關心這些問題，那麼這本書將會給您提供令人耳目一新的解析。

本書主要討論的是20世紀二三十年代任職于華西協合大學的部分學人在華西地區展開的植物研究。作者將這些學術活動置於其時的社會思想情境中考察後指出，這類研究在與同時期博物學和人類學研究的交互往來中，從一開始便與華西地區的人文－自然世界發生著較為直接和頻繁的互動。而在各種關係互動中展開的華西協合大學人類學研究，逐漸凸顯出其以博物學為底色的特徵，此一特徵在後來華西的人類學研究中也有一定的延續。

本書稿以知識轉型為研究視角，按照“研究基礎→事實呈現→理論探索→實踐考察→問題反思→對策建議”的技術路線，對中美高校網絡課程的發展進行比較研究。作為一種理論導向的教育政策經驗研究，本書稿由現象入手再引入理論，並用理論去考察實踐。先觀察、收集和描述中美高校網絡課程發展的研究現狀和政策事實，聚焦於系統性、分類化的網絡課程發展問題，以文獻研究法獲取已有研究的理論成果和實踐啟示，用歷史分析法以“事實呈現”

《追溯信息時代》主要闡明了信息時代的來源問題，與民主和工業化的根源一樣，信息時代的基礎也是建立在18世紀和19世紀初的。雖然信息時代經常被描述為一個新時代，但它只是悠久文化過程中新的一步，其概念的根源可以追溯到發生深刻的變化的“理性與革命的時代”。《追溯信息時代》具有較鮮明的技術特色，是一本具有實踐意義的圖書。

新課改以來，告別教師一言堂和滿堂灌的授課模式，重視對對話的研究和應用，已成為課堂教學改革的基本方向。對話式課堂教學彰揚對學生存在的重視、對教學方式的變革、對能力發展的追求等先進教育理念，在促進學生全面發展中凸顯出重要價值。本書糾正和彌補了前人研究中的偏頗與缺漏，在此基礎上提出課堂教學對話系統的對話主體、對話回路和對話結構，並描述了應用課堂教學對話系統需要滿足的條件和具體的應用方法。

《幾何與分析(第2卷)(英文版)》內容簡介：The launch of this Advanced Lectures in Mathematics series is aimed at keeping mathematicians informed of the latest developments in mathematics, as well as toaid in the learning

Copyright 2016 Packt Publishing. First published in the English language under the title “Mastering Scala Machine Learning”.All rights reserved.Chinese simplified language edition published by China M

《語言中的文化》This book intends to provide the basic knowledge about language and culture which is practical and helpful in the language learning. It will be of great use to advanced under-graduates, as wel

Based on the 4G TD-LTE (Time Division-Long Term Evolution) technology, this book uses the modularity-learning mode and the TD-LTE eNodeB equipment of Datang Mobile Company to give a comprehensive instruction about the hardware structure, device opening and setting, equipment maintenance, etc. through different tasks arrangement. This book has three training parts. The first part is the TD-LTE wireless technology, the second one is the recognition of TD-LTE products, and the third one is the operating and maintenance of the base stations. Through the learning of the three training parts, the readers can have a good knowledge of the basic setting and maintenance of a 4G base station, as well as a sound understanding of the structure installation and testing of the hardware, and the starting configuration and testing of the base devices. They can understand the basic knowledge involved in running and testing the mobile communication system. The book aims to train the high-qualified talent

Main techniques encontered in selecting,using and developing of NC machine tools are introduced in this book，which including：feature of NC machine tools NC machining programming controlling principle

《我是醫學生：基礎醫學漢語》是一套在“中文 醫學”理念指導下，針對來華學習醫學專業的漢語零起點學生編寫的綜合性醫學專用漢語教材。教材將醫學生的日常漢語學習和 HSK 應考能力提高相結合，將醫學專業知識和社會文化知識相結合，以實現漢語、醫學和文化相互融通的教學目標。 I Am a Medical Student: Preclinical Medicine Chinese is a series of integrated medical Chinese textbooks for beginners studying medical science in China under the guidance of the concept of “Chinese medicine”. It combines the learning of daily Chinese with the improvement of HSK test-taking ability, and combines medical knowledge with social and cultural knowledge, so as to achieve the teaching goal of integrating Chinese, medicine and culture.

《我是醫學生：基礎醫學漢語》是一套在“中文 醫學”理念指導下，針對來華學習醫學專業的漢語零起點學生編寫的綜合性醫學專用漢語教材。教材將醫學生的日常漢語學習和 HSK 應考能力提高相結合，將醫學專業知識和社會文化知識相結合，以實現漢語、醫學和文化相互融通的教學目標。I Am a Medical Student: Preclinical Medicine Chinese is a series of integrated medical Chinese textbooks for beginners studying medical science in China under the guidance of the concept of “Chinese medicine”. It combines the learning of daily Chinese with the improvement of HSK test-taking ability, and combines medical knowledge with social and cultural knowledge, so as to achieve the teaching goal of integrating Chinese, medicine and culture.

《我是醫學生：基礎醫學漢語》是一套在“中文 醫學”理念指導下，針對來華學習醫學專業的漢語零起點學生編寫的綜合性醫學專用漢語教材。教材將醫學生的日常漢語學習和 HSK 應考能力提高相結合，將醫學專業知識和社會文化知識相結合，以實現漢語、醫學和文化相互融通的教學目標。 I Am a Medical Student: Preclinical Medicine Chinese is a series of integrated medical Chinese textbooks for beginners studying medical science in China under the guidance of the concept of “Chinese medicine”. It combines the learning of daily Chinese with the improvement of HSK test-taking ability, and combines medical knowledge with social and cultural knowledge, so as to achieve the teaching goal of integrating Chinese, medicine and culture.

《我是醫學生：基礎醫學漢語》是一套在“中文 醫學”理念指導下，針對來華 學習醫學專業的漢語零起點學生編寫的綜合性醫學專用漢語教材。教材將醫學生 的日常漢語學習和 HSK 應考能力提高相結合，將醫學專業知識和社會文化知識 相結合，以實現漢語、醫學和文化相互融通的教學目標。 I Am a Medical Student: Preclinical Medicine Chinese is a series of integrated medical Chinese textbooks for beginners studying medical science in China under the guidance of the concept of “Chinese medicine”. It combines the learning of daily Chinese with the improvement of HSK test-taking ability, and combines medical knowledge with social and cultural knowledge, so as to achieve the teaching goal of integrating Chinese, medicine and culture.

My philosophy as a teacher of writing in China is that learning how to write well in English issimply a matter of what skills students should acquire and how they acquire them. After teaching in　China

Based on TD–LTE technology, this book adopts a learning mode that features modularized training, and chooses the eNodeB made by Datang Telecom Group as learning platform. Hardware structures, installation of the host, and antenna connection of 4G base station are explained in a comprehensive and detailed way through specific task modules. The book is divided into 3 training modules including Introduction to TD–LTE Base Station and EPC Network, Installation of Base Station Equipment, and Installation of Auxiliary Equipment in Base Station and Optical Fiber Fusion Splicing. Readers can carry out correct installation and connection of 4G base station equipment by completing these three training modules. The purpose of this book lies in cultivating high-quality and skilled personnel who can construct and maintain 4G base station, helping them master the skills required for operating and maintaining communication base station, and meeting the requirements for standardized on-site maintenanc

Harmonic functions--the solutions of Laplaces equation--play a crucial role in many areas of mathematics, physics, and engineering. But learning about them is not always easy. At times the authors hav

Contemporary Chinese is a textbook designed for those students who are learning Chinese. The ultimate goal of this book is to develop the students ability to comprehend and communicate in the Chinese

《Barrons AP 物理B(第4版)(最新版)》內容簡介：In this review book, you will be taught several strategies for making your learning and studying more efficient. these are skills that will always be useful and that you

《組織學實習指導（英文版）》（1）. The “Learning Targets” specify the study focus in each chapter.（2）. Information about sample collection, staining and observation follows every specimen.（3）. Assorted, well-illustra

《說說唱唱學漢語》講述了：Sing your way to Chinese in suitable mainly for pre-school children and primary school pupils.It can also be used by middle school students who are learning chinese.It is the best teachin

《美國老師教你說出好英文》內容簡介：You are holding in your hand a book that will most likely change the way you think about learning and speaking English.The fact that you bought this book is proof you really want to

本教材立足于高職高專學生的學習特點，內容緊扣藥學類重點專業課程的重點知識，符合行業的發展，知識點較新，各單元內容比例適當、難易程度適中，英文表達純正。全書分為四個單元，共19課。第一單元為藥學類各專業必備的基本知識，內容主要涉及常見的微生物和人體的結構及疾病等知識；第二單元主要介紹藥品生產技術的理論基礎；第三單元主要對藥品經營與管理進行了介紹；第四單元主要介紹了生物製藥方面的相關知識。以上四個單元的內容涵蓋了藥學類專業的基本知識，各專業可以根據本專業人才培養目標的實際需要對各單元自由組合進行教學。This textbook is based on the learning characteristics of higher vocational college students. The content is closely related to the key knowledge of the major courses of pharmacy.The content is in line with the development of the industry with the new knowledge. It features appropriate ratio of each unit, moderate difficulty and the pure English expressions.The book is divided into four units, with a total of 19 lessons. The first unit is the essential area of the pharmaceutical majors that includes microorganism and human body structure as well as disease.The second unit introduces basic theory of production technique for pharmacy. The thir

本書系統介紹了操作與過程分析、問題解決方法、決策方法、改善方案實施、動作與時間研究、抽樣及其標準化、薪酬制定、培訓等實用性非常強的工業工程與現場改善的理論與方法。本書從合理的工程方法、符合實際的作業標準以及公正的薪金報酬三個方面為製造業和服務業的管理提供了*基本的理論和方法，並輔以應用案例、習題和在線支持，是一本值得推薦的教材。本書實用性強，語言流暢，通俗易懂，適合工程類學科的本科生、研究生以及製造業和服務業的工程技術人員與管理者學習和借鑒。Andris Freivalds，Benjamin NiebelNiebel's Methods, Standards, & Work Design9780073376363Copyright 2022 by McGrawHill Education.All Rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including without limitation photocopying, recording, taping, or any database, information or retrieval system, without the prior written permission of the publisher.This authorized Chinese translation edition is jointly published by McGrawHill Education and China Machine Press.This edition is authorized for sale in the Chinese mainland, excluding Hong Kong SAR, Macao SAR and Taiwan.Translation Copyright 2022 by McGrawHill Education and China Machine Press.版權所有。未經出版人事先書面許可，對本出版物的任何部分不得以任何方式或途徑複製傳播，包括

《我是醫學生：基礎醫學漢語》是一套在“中文 醫學”理念指導下，針對來華學習醫學專業的漢語零起點學生編寫的綜合性醫學專用漢語教材。教材將醫學生的日常漢語學習和 HSK 應考能力提高相結合，將醫學專業知識和社會文化知識相結合，以實現漢語、醫學和文化相互融通的教學目標。I Am a Medical Student: Preclinical Medicine Chinese is a series of integratedmedical Chinese textbooks for beginners studying medical science in China underthe guidance of the concept of “Chinese medicine”. It combines the learningof daily Chinese with the improvement of HSK test-taking ability, and combinesmedical knowledge with social and cultural knowledge, so as to achieve the teachinggoal of integrating Chinese, medicine and culture.