Multidimensional Data Visualization

紮穩 SQL 基礎, 循序養成大數據分析新技能MySQL / MariaDB、MS SQL Server、Oracle、PostgreSQL、DB2 全適用！在資訊系統的開發中, 資料庫都扮演了重要的角色, 近來資料庫更擴展到大規模的資料處理及數據分析工作, 造就了大數據 (Big Data)、資料科學 (Data Science) 等急速竄升的 IT 發展趨勢。然而無論資料庫的發展如何改變, 學習資料庫形式的主流 – 【關聯式資料庫】, 及其操作用的 【SQL 語言】, 絕對是踏入資料庫領域的重要基礎！本書從認識資料庫、資料表的結構開始, 您可以學習到資料查詢和更新的語法、經常使用的函數、以及多個資料表的結合等透過 SQL 做到的資料庫操作方法。書中繪製了豐富的圖解, 以清楚易懂的方式進行解說 WHERE子句、GROUP BY子句、HAVING 子句或子查詢等初學者較不易理解的部分。最後, 針對讓 SQL 功能大躍進、可提升大規模資料處理效率的【視窗函數 (Window Function)】 和 【GROUPING運算子】, 也會教您如何快速上手, 學習如何挖掘出有價值的數據。本書特色 :本書附件內容，請由書中內頁下載點取得‧查詢語法、擷取結果即時呈現, 隨時都能掌握語法用途、各種修改差異‧隨時盤點須牢記的 SQL 語法原則及關鍵字, 讓你腦袋不卡卡‧熟悉不同資料庫系統的語法差異, 增加職場競爭力‧適用 MySQL / MariaDB、MS SQL Server、Oracle、PostgreSQL、DB2

Radar Meteorology: A First Course introduces undergraduate and graduate students to the technology and application of radar in 21st century meteorology and atmospheric sciences. The book, designed to accompany university courses in radar meteorology, will have three distinct parts. In the first part, the reader will be introduced to electromagnetic wave propagation and radar design considerations. This part will then develop the techniques used to retrieve the key quantities central to radar meteorology: the effective radar reflectivity factor, the Doppler radial velocity and spectral width, and polarization variables. The second part will focus on operational meteorological applications, including data quality control, precipitation estimation and hydrometeorological applications, warm season mid-latitude severe weather, cold season hazardous weather, and tropical cyclones. The third part of the book will focus on research applications, including research

網路經濟可以創造附加價值，而對GDP有所貢獻，但網路經濟也會取代和摧毀一些舊有的經濟，其對GDP的淨貢獻大小必須進一步考察。本文以臺灣加上OECD國家共35國的跨時追蹤資料（panel data )為樣本，利用兩階段最小平方法來估計固網寬頻滲透率對每人實質GDP的影響。結果是：固網寬頻滲透率對每一工作年齡者的實質GDP成長有顯著的正向影響，但其影響幅度不算太大。這個結果似乎和網路科技興盛以來各國勞

★ 前華爾街量化分析師揭露：演算法如何操控你的未來★ 大數據黑暗面全面曝光：看不見的歧視與不公平我們以為世界正變得更公平——由機器取代人類做決策，似乎能消除偏見。但真相，可能正好相反。在這個「演算法主宰」的時代，你能否錄取學校、拿到工作、申請貸款，甚至保險費率高低，都悄悄被一套看不見的數學模型決定。這些系統看似客觀，卻無法被檢驗，也無從質疑，一旦出錯，影響卻會層層放大。數學家暨資料科學家凱西．歐尼爾，以親身經驗揭開大數據的陰暗面：這些模型不只沒有消除不平等，反而強化既有的階級與歧視，讓弱勢更難翻身。本書如同一場警醒之旅，帶你看見科技背後不為人知的權力運作。NEW YORK TIMES BESTSELLER • A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric—with a new afterword“A manual for the twenty-first-century citizen . . . relevant and urgent.”—Financial TimesNATIONAL BOOK AWARD LONGLIST • NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New York Times Book Review • The Boston Globe • Wired • Fortune • Kirkus Reviews • The Guardian • Nature • On PointWe live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we can get a job or a loan, how much we pay for health insurance—are being made not by humans, but by machines. In theory, this should lead t

Presenting a global and interdisciplinary approach to plant ecology, this much-awaited new edition of the book Plants and Vegetation integrates classical themes with the latest ideas, models, and data. Keddy draws on extensive teaching experience to bring the field to life, guiding students through essential concepts with numerous real-world examples and full-colour illustrations throughout. The chapters begin by presenting the wider picture of the origin of plants and their impact on the Earth, before exploring the search for global patterns in plants and vegetation. Chapters on resources, stress, competition, herbivory, and mutualism explore causation, and a concluding chapter on conservation addresses the concern that one-third of all plant species are at risk of extinction. The scope of this edition is broadened further by a new chapter on population ecology, along with extensive examples including South African deserts, the Guyana Highlands of South America, Himalayan forests and

David Card and Alan B. Krueger have already made national news with their pathbreaking research on the minimum wage. Here they present a powerful new challenge to the conventional view that higher minimum wages reduce jobs for low-wage workers. In a work that has important implications for public policy as well as for the direction of economic research, the authors put standard economic theory to the test, using data from a series of recent episodes, including the 1992 increase in New Jersey's minimum wage, the 1988 rise in California's minimum wage, and the 1990-91 increases in the federal minimum wage. In each case they present a battery of evidence showing that increases in the minimum wage lead to increases in pay, but no loss in jobs.A distinctive feature of Card and Krueger's research is the use of empirical methods borrowed from the natural sciences, including comparisons between the "treatment" and "control" groups formed when the minimum wag

台灣第一本透過大數據系統(Big-Data-System)回測技術指標在台指選表現的書籍，並打造「進化版選擇權策略指標」以協助投資人找尋最佳的交易聖杯。本書出版的目的，乃希望透過選擇權策略的回測結果，引導投資人進入選擇權策略交易的領域。內容除了著重在簡易上手的技術指標應用外，於選擇權策略的改良上，作者更特地保留原先指標的運算思維，僅加入有限的參數，方便讀者在策略運行上能有所遵循，此外更達到優化績效

Public perceptions of political ethics are at the heart of current political debate. Drawing on original data, this book is the first general account of popular understandings of political ethics in contemporary British politics. It offers new insights into how citizens understand political ethics and integrity and how they form judgments of their leaders. By locating these insights against the backdrop of contemporary British political ethics, the book shows how current institutional preoccupations with standards of conduct all too often miss the mark. While the use of official resources is the primary focus of much regulation, politicians' consistency, frankness and sincerity, which citizens tend to see in terms of right and wrong, are treated as 'normal politics'. The authors suggest that new approaches may need to be adopted if public confidence in politicians' integrity is to be restored.

黃一農院士自2010年起從事了一場奇特的學術探險，他以初學者身分進入傳統深厚的紅學領域，並“穿越”至清朝，希望能探究他所揭舉的「e考據」，可否在大數據 (Big Data) 時代建立文史研究的新典範。對這本學習筆記的學術史定位，許多人有較深的期許……。 納蘭家六姊妹是本書最大發現之一，長女嫁曹雪芹的二表哥福秀，次女嫁乾隆朝孝賢皇后之親弟傅恒，另女所嫁弘慶的祖母密妃王氏，更是乾隆初年首位獲允回家省親

IDL（Interactive Data Language）是一個直譯互動式的電腦語言，在科學和工程上已經有廣泛的應用，尤其是在醫學和遙測方面。其指令的語法簡單易懂，接近人類的思考方式，容易學習；其計算和繪圖的功能強大，可幫忙解決複雜的工作需求，所以深受科學家和工程師的喜愛。 本書特色 適合IDL初學者的教科書 可做為IDL專業使用者的參考書 提供大量的圖表和範例，幫助讀者學習且活用IDL的指令

本書將大台北捷運路網依行駛路線區分，運用與捷運路線用色相定的配色，讓您直覺式輕鬆掌握旅遊動線。刊頭DATA清楚呈現各捷運站的所屬路線、轉乘站及首末班發車時刻等豐富資訊。

業界、學界一致推崇，暢銷數十年經典，機械設計必備！《標準機械設計圖表便覽》2012最新增訂五版，正式發行！國立臺大機械系名譽教授劉鼎嶽博士、臺大機械系副教授蔡曜陽博士 審訂 《標準機械設計圖表便覽》自 1942 年出版以來，迄今已經過多次大幅度的改版，本次為第五次增訂。增訂五版秉持本書自初版以來一貫的出版宗旨進行修訂： ■ 廣泛蒐集 data book 的資料■&nbs

Computer graphics is a vast field that is becoming larger every day. It is impossible to cover every topic of interest, even within a specialization such as CG rendering. For many years, Noriko Kurachi has reported on the latest developments for Japanese readers in her monthly column for CG World. Being something of a pioneer herself, she selected topics that represented original and promising new directions for research. Many of these novel ideas are the topics covered in The Magic of Computer Graphics.Starting from the basic behavior of light, the first section of the book introduces the most useful techniques for global and local illumination using geometric descriptions of an environment. The second section goes on to describe image-based techniques that rely on captured data to do their magic. In the final section, the author looks at the synthesis of these two complementary approaches and what they mean for the future of computer graphics.

本書以系統化方式介紹資料包絡分析法（Data Envelopment Analysis, DEA），強調理論與應用，適合對績效評估與管理有興趣的讀者閱讀。本書深入淺出介紹DEA基本理論與最新發展模式，並採個案方式，為讀者說明DEA在管理實務上之應用。本書共二篇，理論篇與應用篇

In Data Sketches, Nadieh Bremer and Shirley Wu document the deeply collaborative, deeply creative process behind 24 unique data visualization projects, spanning 12 different topics. The book provides

In Data Sketches, Nadieh Bremer and Shirley Wu document the deeply collaborative, deeply creative process behind 24 unique data visualization projects, spanning 12 different topics. The book provides

Written by sought-after speaker, designer, and researcher Stephanie D. H. Evergreen, Effective Data Visualization shows readers how to create Excel charts and graphs that best communicate data finding

Look at Python from a data science point of view and learn proven techniques for data visualization as used in making critical business decisions. Starting with an introduction to data science with Py

This book presents an accessible introduction to data-driven storytelling. Resulting from unique discussions between data visualization researchers and data journalists, it offers an integrated defini

This book is an accessible introduction to data-driven storytelling, resulting from discussions between data visualization researchers and data journalists. This book will be the first to define the t

Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria

Big data is a broad term that defines the structured or unstructured data sets. It is a challenging field which includes analysis, transfer and visualization of data. This book presents in-depth descr

A fresh take on financial data visualization for greater accuracy and understandingVisualizing Financial Data shows you how to design dynamic, best-of-breed visualizations for better communication of

SAS Programming and Data Visualization Techniques: A Power User’s Guide brings together a wealth of ideas about strategic and tactical solutions to everyday situations experienced when transferring, e

Wring more out of the data with a scientific approach to analysisGraph Analysis and Visualization brings graph theory out of the lab and into the real world. Using sophisticated methods and tools that

A series of business processes within healthcare including data architecture, software, analytics, and data visualization are required to make big data and health analytics possible. In this book some

Information visualization is the act of gaining insight into data, and is carried out by virtually everyone. It is usually facilitated by turning data – often a collection of numbers – into images tha

Provides information on using the Python programming language to write automated data processing and visualization applications.

This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range

Visualization and analysis tools, techniques, and algorithms have undergone a rapid evolution in recent decades to accommodate explosive growth in data size and complexity and to exploit emerging mult

Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining by Glenn J. Myatt (978-0-470-07471-8), Making Sense of Data II: A Practical Guide to Data Visualization, Advanced D

In Chapter 1 the methodological principles of systemization and visualization of multidimensional ecological information for its operational dissemination among potential users are stated. Their reali

Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining by Glenn J. Myatt (978-0-470-07471-8) and Making Sense of Data II: A Practical Guide to Data Visualization, Advance

Provides information on using the Python programming language to write automated data processing and visualization applications.

This textbook on visual computing methods and data analysis differs from similar reference volumes by integrating graphic and visualization topics such as subdivision surfaces, scene graphs, shadow ge

This book presents efficient visualization techniques, a prerequisite for the interactive exploration of complex data sets. High performance is demonstrated as a process of devising algorithms for the

Multidimensional data is that in which a given fact is quantified by a set of measures obtained by applying one more or less complex aggregative function to raw data. Researchers in various discipline

在 AI 迅猛演化的時代，本書提供一套兼顧理論深度與應用實作的完整教材。全書涵蓋四大部分，橫跨人工智慧的歷史發展、生成式 AI 的應用技巧、倫理與社會影響，以及資料探勘的實作導引。由淺入深，涵蓋 AI 三大範式：分別講解知識驅動、模型驅動與資料驅動，建立全貌式理解。生成式 AI 全攻略：詳解人臉辨識、文本生成、影音專案整合等應用，培養內容創作與技術實作能力。社會責任與倫理反思：針對 AI 衝擊的法律、勞動、教育與永生議題，引導學生批判性思考。免寫程式的實作入門：利用 Orange Data Mining 等工具設計直覺操作演練，降低入門門檻。 本書不僅適合資訊相關科系授課使用，亦為教師設計跨領域課程、以及自學者掌握 AI 應用的強力夥伴。從理論基礎到系統安裝，從社會洞察到內容生成，本書是通往 AI 實踐力與批判力的關鍵橋梁。

「軟體開發者與資料科學家必備的實戰資源！Ali以深厚技術與清晰教學，手把手帶你用FastAPI打造可上線的生成式AI服務，從實作中保持領先地位。」 ―Joe Rowe，Applied Data Science Partners技術保證與合規主管 「這是一本極實用的生成式AI入門書籍，詳盡說明如何打造真正能運作的服務，非常適合當成邁入 AI 開發領域的首選書籍。」 ―Julian Brendel，Vitol資深Python開發者 準備好要用生成式AI打造真正可上線的應用程式了嗎？ 本書以實作為核心，教你如何運用FastAPI網頁框架來設計與部署AI服務。你將學到如何整合模型，處理文字、圖像、音訊與影片，並讓服務與資料庫、檔案系統、網站與API自然串接。無論你是網頁開發者、資料科學家，還是DevOps工程師，本書提供的範例、工具與策略，都能幫你打造高效、可隨需擴展、能即時提供服務的AI應用程式。 作者Alireza Parandeh透過清楚的解說與實際範例來介紹身分驗證、並行、快取，同時結合向量庫的檢索增強生成（RAG）技術。你將學會如何檢驗AI輸出品質、提升效能，以及保護微服務的最佳做法，並利用Docker來部署容器，在雲端自信啟動你的AI應用程式。 • 建立可與資料庫、檔案系統、網站及API互動的AI服務。 • 管理並行的AI工作與長時間運行的任務。 • 透過WebSockets與伺服器傳送事件（SSE），以串流形式傳送AI生成的結果。 • 使用身分驗證、內容過濾、限流與速率限制機制來保護服務。 • 透過快取、批次處理與微調技術強化AI效能。 Alireza Parandeh 是獲得英國工程委員會（UK Engineering Council）認證的特許工程師（Chartered Engineer），也是微軟與Google認證的開發者、資料工程師與資料科學家。 #FastAPI #生成式AI #AI服務/應用開發 #RAG #Docker部署AI #Context-rich AI

打開就會 AI 與數據分析的投資理財術 透過實作案例一步步打造你的第一個量化交易策略！ 本書內容改編自第16屆 iThome 鐵人賽AI/ ML & Data 組優選系列文章《打開就會 AI 與數據分析的投資理財術》。近年自動化交易與長期投資蔚為風潮，其中最受矚目的便是結合數據與程式設計的量化交易（Quantitative Trading）。本書以 Backtrader 為核心，系統化整理量化交易的基礎觀念與實作流程，協助讀者從理論快速進入實務操作。全書操作環境單純，僅使用 Backtrader，讓初學者能專注於策略設計與回測分析。 書中亦結合 AI 與金融的應用，示範如何運用機器學習與強化學習進行市場預測與自動化交易，帶領讀者理解人工智慧在投資決策中的潛力。秉持「學習觀念不如親手實作」的理念，每章皆附可直接執行的 Google Colab 範例，讀者無需額外安裝環境，即可立即體驗量化策略開發流程。本書是你踏入量化投資與 AI 金融世界的最佳起點。 目標讀者 ● 有基本程式能力想要探索量化交易的人 ● 具有 AI 知識想要探索在金融領域上應用的人 ● 聽聞過金融理財想要進一步拓展深度的人 ● 想要自動高效化達到處理金融資訊以及投資相關數據的人 ● 在相關行業想要部屬、發展 AI 輔助投資技術的人 本書特色 ✦ 掌握量化基礎 從理論到實作，全面理解量化交易 ✦ AI 結合金融 結合機器學習，開啟投資新思維 ✦ 情緒文本分析 運用 NLP 技術，洞察市場情緒脈動 ✦ 實作體驗 每章附程式範例，立即動手練習 《WordPress SEO 全攻略》不只是一本教學書，也是一部網站成長的實戰指南。無論是想讓品牌被更多人認識，還是希望個人作品被更多人看到，本書都能幫助你建立穩定的流量基礎，掌握 SEO 從技術到策略的全貌。