Machine Learning and Knowledge Discovery in Databases

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

《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.

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。

《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.

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

耿立、羅仁家主編的《新編英語基礎口譯教程( 附光盤第2版求實高等學校應用英語專業系列教材)》 共分10個學習單元，涉及外事接待(foreign reception)、宣傳介紹(publicity and presentation)、任務訪談(interview)、旅遊觀光 (tourism)、文化教育(culture and education)、 體育活動(sports)、經濟商貿(economy and trade) 、環境保護(environmental protection)、建築與 城市(architecture and urban)和軍事交流 (military exchange)等主題，緊扣社會生活實際。從橫向看：每個單元都是以“模塊(Module)”為單位 為老師提供了全新的DESP教學模式：Topics for discussion重在訓練學生的口語交際能力，這也是學 生能做好口譯的重要基礎；Encyclopedic knowledge在於擴充學生的知識面，瞭解與本單元主 題有關的背景知識和掌握一些重要的語言表達方式， 為*好地做好口譯工作作鋪墊；Interpreting skills詳細講析了常用的口譯技巧，每個單元一個， 用大量的In-class training來鞏固學生對該技巧的 理解和掌握；Learning for practice部分從單句口 譯、對話口譯、段落口譯等逐層訓練了學生的口譯技 巧，提高學生的口譯綜合能力。從縱向看：所選材料 均遵循難易度逐層遞進的原則，**至五單元訓練材 料主要包括20個單句(中英各10句，每句長度在兩行 以內)、3個對話口譯(每個對話在12句以內)、6個小 段落口譯(中英文各3段，每段中文字數不超過120字 ，每段英文字數不超過100字)；第六至十單元訓練材 料主要包括：20個單句(中英文各10句)、3個對話口 譯(每個對話在12句以上20句以內)、2個篇章口譯(中 英文各一個，難易度逐層遞進)。

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。

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

《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

This book is an exercise workbook matching the fourth edition of Engineering Drawing(EnglishChinese Bilingual Edition) published by China Machine Press with Rong Cheng and Lin Hu as chief editors. This book has the same format as its counterpart textbook, and adopts the format of EnglishChinese bilingual comparison, aiming to create favorable conditions for bilingual teaching. In the aspect of content, this book contains lots of exercises for freehand drawing and exercises related to practical application of engineering, aiming to help students to master the knowledge and skills related to this course through training, which is of great importance in cultivating students′ comprehensive analytical ability and design innovation ability.This book has 10 chapters and includes basic knowledge of drawing, basic knowledge of orthogonal projection, solids and their intersections, composite sol

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as