Python Data Science Handbook

It's the Science Fair, and the second grade is all over it! Some kids are making man-eating robots. Some kids are holding their breath for a very, very long time. Some kids are doing interesting thing

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.

Despite their apparently divergent accounts of higher cognition, cognitive theories based on neural computation and those employing symbolic computation can in fact strengthen one another. To substantiate this controversial claim, this landmark work develops in depth a cognitive architecture based in neural computation but supporting formally explicit higher-level symbolic descriptions, including new grammar formalisms.Detailed studies in both phonology and syntax provide arguments that these grammatical theories and their neural network realizations enable deeper explanations of early acquisition, processing difficulty, cross-linguistic typology, and the possibility of genomically encoding universal principles of grammar. Foundational questions concerning the explanatory status of symbols for central problems such as the unbounded productivity of higher cognition are also given proper treatment.The work is made accessible to scholars in different fields of cognitive science through tu

本書是一本結合理論與實作的繩索接合全指南，由兩位長年深耕海事繩索工藝的專家共同撰寫。內容從現代合成繩到鋼索，系統性介紹各種接合、包紮與收尾技巧，並依材料與結構差異，提供清楚的操作說明。書中不僅詳解三股繩、雙編繩、八股繩與十二股繩的接合方式，也收錄多項實用專案，如防撞護舷、貨網與傳統裝飾繩作。章節編排清楚，兼顧安全性與耐用度，是船舶工作者、繩索工藝愛好者與專業技師可靠的實務參考。The only reference devoted entirely to splicing today’s ropesThe Splicing Handbook includes step-by-step illustrations and explanations for the most useful and popular splices in traditional twisted and modern braided ropes, and it covers every kind of splicing project you are likely to encounter, including modern cordage such as Spectra; mainstream rope materials such as Dacron and nylon; and wire and rope-to-wire splices. Covers all the standard rope constructions using Dacron and nylon, including solid braid, double braid, parallel core, plaited, and three-strand Explains how to splice wire for sailboat shrouds and halyards Shows how to make a broad range of useful onboard projects--and several that will find uses around the home as well, including dog collars, netting, rope railings, and lanyard

A tree that sheds poison daggers; a glistening red seed that stops the heart; a shrub that causes paralysis, a vine that strangles; and a leaf that triggered a war. Amy Stewart takes on over two hundred of Mother Nature's most appalling creations in an A to Z of plants that kill, maim, intoxicate, and otherwise offend.Menacing botanical illustrations render a ghastly portrait of evildoers that may be lurking in your own backyard. Drawing on history, medicine, science, and legend, this compendium of bloodcurdling botany will entertain, enlighten, and alarm even the most intrepid gardeners and nature lovers.

藝術的表達雖自遠古時期即與療癒交織在一起，但藝術治療正式成為心理衛生的臨床專業不過是近三、四十年來的事。拜心理相關領域理論與實務的進展和新近醫學科技之突破，讓藝術治療的應用除了於較傳統的精神醫療、心理治療／諮商、教育、社會工作等領域之外，在醫療復健領域亦逐漸嶄露頭角，成為身、心、靈全人照護最佳的整合觸媒之一。 Cathy Malchiodi 於2003年編著的“Handbook of Art Th

Stink's class is going on a field trip to the Gross-Me-Out exhibition at the science museum! There, he discovers that his nose has amazing sniffing abilities. Before long, he's set to go toe-to-toe in

Scientists have a choice concerning what role they should play in political debates and policy formation, particularly in terms of how they present their research. This book is about understanding this choice, what considerations are important to think about when deciding, and the consequences of such choices for the individual scientist and the broader scientific enterprise. Rather than prescribing what course of action each scientist ought to take, the book aims to identify a range of options for individual scientists to consider in making their own judgments about how they would like to position themselves in relation to policy and politics. Using examples from a range of scientific controversies and thought-provoking analogies from other walks of life, The Honest Broker challenges us all - scientists, politicians and citizens - to think carefully about how best science can contribute to policy-making and a healthy democracy.

Drain three pointers, slam dunk easily, and sink that buzzer beater from half court with the help of simple science. Your coach, physicist John J. Fontanella, shows how you can improve your game if yo

What happens when you trip or when you drop a ball? When something falls, which way does it fall? Down,down,down!Do you know what makes things fall? Renowned science author Vicki Cobb explains the wei

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

This latest title in the All Aboard Science Reader series tackles a terrific topic-TURTLES! Did you know that some turtles are tiny (only a few inches long), but others are as big as a car? Sea turtl

Snow is falling. Snow is wonderful - for sledding, for skiing, and for building snowmen. But did you know that snow can actually keep things warm? Find out how snow helpf plants, animals, and people to survive. But when a blizzard blows, watch out! The snow that is so useful can be dangerous too.Franklyn M. Branley and Holly Keller team up for a fun and colorful exploration of the world of snow, including experiments and activities for cold winter days. A Let's Read and Find Out Science book, for Stage 1.

本系列為全彩的non-fiction讀本。插圖生動、主題多元，如Traveling hrough Time , Trees, Alein Incaders,Story to Troy等歷史、地理、自然科無所不包。初級每本字數為700字以內。文法為現在簡單式及現在進行式 。Intended to build confidence in reading English, this book offers 800 words including verbs, nouns, simple sentences and one or two clause sentences on alien invaders. It is one of a series on topics drawn from history, geography, the natural world and science.

Do you want to* Set up an at-home business?* Communicate with others who have already done so?* Learn more about math, science, and history?* Meet people who have the same hobbies as you?* Find out ab

The Italian Renaissance was preceded, structured, and, to a significant extent, determined by the Renaissance of the twelfth century which saw the culmination of Romanesque art and the beginnings of the Gothic; the emergence of vernacular languages; the revival of Latin classics, poetry, and Roman law; the recovery of Greek Science and much Greek philosophy; the origins of universities, towns, and the sovereign state.

從最初級的簡易讀本開始，每頁均有練習活動，培養學童從小閱讀的好習慣。多樣化的故事種類，包括許多現代兒童感興趣的主題。主題式的架構，培養學童有系統且循序漸進的閱讀能力。 ◎本系列共分5級，每級8冊。每級數皆包含4大學習主題：文法(Grammar)、日常生活(Living Together)、我們的環境(The World Around Us)以及自然科學(Science and Nature)。 ◎

《科技、醫療與社會》期刊，英文名為 Taiwanese Journal for Studies of Science, Technology and Medicine，誠如其名，乃是專門刊載以「科學、技術和醫療」為研究對象的學術論文之刊物。

《科技、醫療與社會》期刊，英文名為 Taiwanese Journal for Studies of Science, Technology and Medicine，誠如其名，乃是專門刊載以「科學、技術和醫療」為研究對象的學術論文之刊物。

Follow your nose to a hilarious Stink-fest no kid will want to miss! Stink Moody's class is going on a field trip to the Gross-Me-Out exhibit at the science museum, and he can't wait to see the Vomit

The Hands-On, Example-Rich Introduction to Pandas Data Analysis in Python Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. Pandas for Everyone brings together practical knowledge and insight for solving real problems with Pandas, even if you're new to Python data analysis. Daniel Y. Chen introduces key concepts through simple but practical examples, incrementally building on them to solve more difficult, real-world problems. Chen gives you a jumpstart on using Pandas with a realistic dataset and covers combining datasets, handling missing data, and structuring datasets for easier analysis and visualization. He demonstrates powerful dat

?Learn how to use Python and its structures, how to install Python, and which tools are best suited for data analyst work. This book provides you with a handy reference and tutorial on topics ranging

Whether you are a computer programming student, hobbyist or professional, Lambert's FUNDAMENTALS OF PYTHON™: DATA STRUCTURES, 2E offers the perfect introduction to object-oriented design and data stru

Expand your Python skills by working with data structures and algorithms in a refreshing context—through an eye-opening exploration of complexity science. Whether you’re an intermediate-le

Move data back and forth between database and application. The must-have knowledge in this book helps programmers learn how to use the official driver, MySQL Connector/Python, by which Python programs

As an emerging discipline, data science broadly means different things across different areas. Exploring the relationship of data science with statistics, a well-established and principled data-analyt

Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Da

Written for computer programming students, hobbyists, and professionals, FUNDAMENTALS OF PYTHON: DATA STRUCTURES is an introduction to object-oriented design and data structures using the popular Pyth

In Python Recipes, you'll learn the code to write algorithms, numerical computations, data analysis and much more: look up and re-use the recipes for your own Python coding.Python Recipes gives you th

Master how to use the Julia language to solve business critical data science challenges. After covering the importance of Julia to the data science community and several essential data science princip

Python for Everybody is designed to introduce students to programming and software development through the lens of exploring data. You can think of the Python programming language as your tool to so

Data Science has become one of the hottest fields in technology. Firms worldwide are scrambling to find developers with data science skills to work on projects ranging from social media marketing to m

Get started with Python for data analysis and numerical computing in the Jupyter notebookAbout This BookLearn the basics of Python in the Jupyter NotebookAnalyze and visualize data with pandas, NumPy,

Written for computer programming students, hobbyists, and professionals, FUNDAMENTALS OF PYTHON: DATA STRUCTURES is an introduction to object-oriented design and data structures using the popular Pyth

Based on the authors’ market leading data structures books in Java and C++, this book offers a comprehensive, definitive introduction to data structures in Python by authoritative authors. Data Struct

隨著 Google Gemini 3 模型以及各式工具推出，在生成式 AI 的世界中 Google 強勢站穩腳步，再加上 Google 生態系的支援，採用 Google Gemini API 開發 AI Agent 是一個相當不錯的選擇。本書主要解說 Google Gemini API 中關鍵的成員，並利用 Python 版本的 Google GenAI SDK 實作範例，還會帶大家設計當前 AI Agent 的趨勢 -- Skills 機制，主題包含：|簡易 Skills 機制|現今 AI Agent 的共用規範標準就是 Skills，我們會帶大家實作一個簡單的 Skills 機制，讓你的 AI Agent 只要透過 markdown 檔，就可以讓非技術人員的一般使用者也可以客製自動化流程，或是搭配 CLI 工具與 MCP 伺服器等擴充模型能力，而不需要倚賴技術人員修改或是撰寫額外的程式碼。|建構彈性的 MCP 系統|即使有了 Skills 機制，也需要能夠實際完成任務的工具，MCP 就是其中之一。除此之外，MCP 也是擴充模型能力的好幫手，書中會設計讓使用者透過設定檔就能幫 AI Agent 串接各式功能 MCP 伺服器的機制，不論是要讀寫檔案、執行本機指令、操控瀏覽器，或是使用遠端 API 等等，都可以方便達成。|Live API|用講的絕對比用打的更快，書中會用 Live API 實作可隨時中斷插話的即時語音系統，讓你的 AI Agent 彷彿真人用講的就可以操控，而且還會自動記錄交談內容，維持前文脈絡，讓一般使用者透過口說介面就可以使用你的 AI Agent。|把 Google 生態系當靠山|網頁搜尋、找地點誰能比得過 Google，利用 Gemini API 內建工具即可直通 Google 搜尋與地圖，即時資訊一點都不漏，為模型補充新知識。|多模態輸入/輸出|讓你的 AI Agent 像是 NotebookLM 那樣看圖、看影片、聽語音，即使是 YouTube 影片，也可以直接丟連結自動處理。此外，透過 Gemini API，也可以用最強的 Nano Banana Pro 生圖、Veo 3.1 生影片通通沒問題。|詳解 Function Calling 機制|不論是要使用 MCP 伺服器或是 Skill 擴充模型功能、建置自動化流程，最終都需要倚賴 Fu

★ 第一本 Google Antigravity 繁體中文完整教學 ★ AI 原生開發環境的核心概念與實戰技巧 ★ Agent 架構：理解 AI 代理人如何替你寫程式、做決策 ★ 多 Agent 協作實戰：同時調度多個 AI 開發夥伴 ★ Editor 進階功能全攻略：Tab 補全、Command 指令、Review Changes ★ Rules × Workflows：自訂規則與自動化流程 ★ Skills 技能擴充系統：為 Agent 安裝新能力，從 SkillHub 市集挖寶 ★ Artifacts 產出物完整解說：掌握 Agent 與你非同步溝通的關鍵橋樑 ★ Browser Subagent：讓 AI 操控瀏覽器，自動測試網頁與擷取資料 ★ MCP 工具整合大全：連接資料庫、專案管理、設計工具，無限延伸 Agent 能力 ★ 兩大實戰專案手把手教學：Python 電商後台 + 雲端 Markdown 編輯器 ★ 涵蓋 FAQ 與疑難排解，少走彎路、快速上手 AI 寫程式已經不新鮮，但 Google Antigravity 要做的遠不只是「幫你補全程式碼」。它以 Agent 為核心，建立了一套全新的開發典範：AI 不再是被動回應的聊天機器人，而是能理解你的專案脈絡、遵守你定義的程式開發標準、自主規劃並執行多步驟任務的開發夥伴。它甚至能操控瀏覽器幫你測試網頁、透過 MCP 協議連接外部工具。開發者的角色正從「程式碼的生產者」轉變為「AI 的指揮者」。本書從開發工具的演進脈絡切入，帶你理解這場典範轉移的全貌，以及 Antigravity 在其中扮演的角色。 全書十六章分為四大篇章，構成一條從零到實戰的學習路線。基礎篇帶你熟悉介面操作，完成第一個 Todo List 專案；核心篇深入 Agent Manager 多代理協作、Editor 的 Tab 補全與 Command 指令、Rules 與 Workflows 自訂規則，以及 Skills 技能擴充系統；進階篇拆解 Browser Subagent 瀏覽器自動化、Artifacts 產出物機制，以及 MCP 工具整合生態――從資料庫、專案管理到設計工具，一次掌握。每一章都搭配大量截圖與逐步操作指引，建議你邊讀邊做，這是上手最快的方式。 學工具最怕停在「知道」卻「做不到」。本書特別規劃了兩個完整實戰專案，幫你把

✦宣布由 Science SARU 改編製作動畫化，兩位聰慧女性聯手搗亂帝國的後宮史詩磅礡開幕！✦首度奪冠的歷史漫畫話題之作，榮獲2023年寶島社「這本漫畫真厲害！」女生篇第1名、「2023年漫畫大賞」第5名！✦眾多讀者一致好評推薦，日本AMAZON平均4.8星超高評價！孛剌合真VS法蒂瑪，「智慧」的激烈交鋒！一位柔弱的少女，將成為玩弄強大帝國的魔女──她在這座城市裡，遇到了能夠在世界上存活下來的「武器」。以「知識」為唯一力量奮鬥的少女人生傳記，正式拉開序幕！【故事簡介】在孛剌合真的謀略下，脫列哥那因涉嫌暗殺窩闊台未遂而遭到囚禁。法蒂瑪救出脫列哥那後，兩人為了反抗帝國，立誓成為魔女，並利用孛剌合真的祕密接近她，藉此讓脫列哥那成為第二皇妃。不僅如此，法蒂瑪還利用流傳於斡亦剌惕族人之間的傳聞，試圖製造新的火種，然而──

STEAM Science ● Technology ● Engineering ● Art ● Math 用美國教科書啟動STEAM核心字彙學習， 就能輕鬆看懂英文課本，用英文上課！ 讓英文不再是學科，而是跨領域的最佳素養學習引擎！ #準備參加托福TOEFL、雅思IELTS考試考生 #準備大學學測學生 #想懂全英文授課，以英文學習各科知識的學生 #準備赴美讀高中學生 用美國教科書學英文是最道地的學習方式，有越來越多學校選擇以美國教科書作為教材，用全英語授課的方式教學，讓學生把英語當成母語學習。同時，108課綱強調跨領域學習，本套書以STEAM (Science, Technology, Engineering, Art, and Math) 元素的學習內容，讓學生能把英文當作工具學習數學、科學、藝術等各別學科，實踐跨領域學習。 本套書針對準備托福、雅思到國外求學、參加學測考試、想聽懂全英文授課、看懂美國教科書的學生所設計，非常符合108課綱的素養培植教材，能幫助學測考取高分。規畫6階段的字彙學習課程，每冊搜羅800–1000個美國四大教科書的核心字彙，依社會、歷史、地理、科學、數學、語言、美術和音樂等學科分類。每單元皆搭配豐富例句、彩圖和測驗題，不僅有助加強記憶，還能加深各學科的知識。 為什麼要使用美國教科書呢？ TOEFL、IELTS等國際英語能力測驗都是以各學科知識為基礎，使用美國教科書不但能大幅提升英文能力，也可以增加數學、社會、科學等方面的知識。 程度分級 本套書共有6冊，難度由淺入深，可依照個人英語程度，選擇合適的分冊： Grade 1 美國學校1年級課程 Grade 4 美國學校4年級課程 Grade 2 美國學校2年級課程 Grade 5 美國學校5年級課程 Grade 3 美國學校3年級課程 Grade 6 美國學校6年級課程 Grade 6 學習重點 社會科學方面：談論經濟、世界地理、亞洲、古希臘羅馬文明以及重要歷史時期，如中世紀、宗教改革、啟蒙時代乃至第一與第二次世界大戰。 科學方面：介紹細胞與遺傳、生殖與適應、人體與免疫系統、地球科學、海洋生物以及光線與能量等。 數學方面：討論數字與計算、機率與統計、測量以及對幾何圖形的認識。 語文、藝術、音樂方面：認識詩歌與故事、常見的英文文法、諺語與措辭、古典藝術、巴洛克藝術到現實主義和音樂的世界。 Ke

想要成為駭客嗎？你的起點就在這裡！ 如果你打算踏上駭客攻擊、資訊安全，與滲透測試這條令人興奮的旅途，這是絕佳的入門書。你將使用Kali Linux這套專為數位鑑識與滲透測試而設計的作業系統來學習Linux的基本用法，並掌握操控Linux環境所需的各種工具與技巧。 首先，本書將帶你在虛擬機器上安裝Kali，並介紹基本的Linux概念，接下來會深入介紹更廣泛的Linux主題，包括文字操作、檔案控制、目錄權限，以及處理使用者環境變數等，然後探討基本的駭客攻擊觀念，例如安全性與匿名性，並教你使用bash和Python來撰寫腳本。 本書提供實用的教學與練習題來提升並測驗你的技能，內容包括： ．修改網路資訊和操作journalctl記錄工具來掩蓋行蹤。 ．撰寫工具以掃描網路連線，並連接與監聽無線網路。 • 使用Tor、proxy（代理伺服器）、VPN和加密電子郵件來掩護你的網路行動。 • 編寫bash腳本，在IP位址範圍內尋找潛在攻擊目標。 • 使用MySQL、Apache網頁伺服器和OpenSSH等服務，以及利用它們來發動攻擊。 • 設計自己的駭客攻擊工具，例如遠端監視器和密碼破解程式。 ★ 第二版新增內容 ★ 為因應Kali與Linux的最新變化，我們在第二版加入更安全的root權限使用方法、更新Bluetooth與Linux記錄功能，並新增一章探討在資安領域中使用AI的建議。 駭客技術十分複雜，一窺堂奧的道路並非只有一條，何不讓本書成為你的起點！