Python Data Science Handbook

在科技日新月異的進步下，大家人手一支智慧型手機，可隨時隨地上網、發布限時動態、上傳照片、影片等。人類行為的改變促使資料爆炸般的產出，而資料的產生、儲存、取得、管理成本也相對比過去低許多，「巨量資料」（Big Data）因此應運而生。本書將引導讀者了解巨量資料的意涵，並進一步探討它如何改變我們的生活，對社會產生什麼樣的影響。同時，教導讀者用Google工具分析網路流量、掌握手機數位足跡，也教導讀者利

由淺入深了解Scrapy爬蟲框架，讓你從零開始建立高效率爬蟲！ ◆自學網路爬蟲沒問題，手把手教學讓你無痛上手 ◆完整的網路爬蟲和Scrapy知識，資料取得更輕鬆 ◆學會各種套件和實作範例，讓你的爬蟲比別人更有效率 本書內容改編自第11屆iT邦幫忙鐵人賽的AI & Data組優選網路系列文章─《爬蟲在手、資料我有 - 30 天 Scrapy 爬蟲實戰》。在AI的大時代中，「資料來源」是基礎中

本書範例題目內容為認證題型與命題方向之示範，正式測驗試題不以範例題目為限。1.內容由淺入深，採循序漸進的方式建立您運用機器學習解決問題的基本概念，達到技術的傳承及表達，符合實務運用需求。2.本書共有七個章節，包含「Python與機器學習」、「數據前處理」、「監督式學習：迴歸」、「監督式學習：分類」、「模型擬合、評估與超參數調校」、「非監督式學習：降維與分群」、「集成學習」、「機器學習應用」，帶領讀

在假新聞 ＆ 另類事實蔓延的後真相時代，哲學家出手的時刻到了！瑞典最酷哲學家、瑞典學院院士，從哲學和心理學的觀點指出當代知識所遭遇的威脅，並為讀者提供防禦反擊所需的思想工具。☆★售出包括德國、挪威、芬蘭、韓國、丹麥等十國以上版權☆★☆★2019年自然與文化科普獎（ Natur & Kultur Popular Science Award）、艾福斯克知識獎（The ÅForsk Knowle

★★★最淺顯易懂的機器學習專書★★★與其害怕被AI取代，不如學會機器學習，讓AI為你所用！★ 日本亞馬遜資訊相關類暢銷榜No. 1．針對各類機器學習全圖像化，深入淺出的機器學習入門書．詳解各種機器學習演算法的概念和用途，學會如何選對演算法．所有機器學習演算法皆提供Python範例程式碼，讓你現學現用【什麼是機器學習？】人工智慧（AI）、機器學習、深度學習⋯⋯與人類的生活密不可分，但多數人對這些專有

統計大師Karl Pearson 說 :「統計是科學的文法(Statistics is the grammar of science)。」統計學是在資料分析的基礎上研究測量、蒐集、整理、歸納、分析資料，以便提出正確資訊的科學。為了有效地推進品質管理，活動中蒐集有關品質之資料，解析資料的方法就顯得重要。此處將此常用的統計方法稱為品管的統計方法（Statistical Quality Control;

臺灣刑事程序法則及證據法則，邁向世界刑事訴訟思潮的主流趨勢，人權保障及程序正當衡平，經歷2003年9月大幅度修法施行，為世人所關注。立法者是作者，執法者是讀者，法律的生命在於實踐。觀察最高法院近年來新興的刑事裁判，是察覺臺灣刑事訴訟成長軌跡的最佳渠道。本書將2018年最高法院裁判大數據（Big Data），透過檢選、篩選、擷取、歸納、整理，梳理出各刑事庭、各法官所著裁判要旨，完備成書。善學者，假人

Anisha can't wait to show off her volcano project at the science fair...and maybe win the prize trip to the national space centre. But when the volcano explodes and floods the school, Anisha is disqua

50% Girl power + 50% Genius = 100% Awesome! A brilliant new series with a heroine who uses her science smarts - and her girl squad - to save the world from evil, one invention at a time. Young inventor Marie can't believe her luck - she's spending her summer holidays in California, at the high-tech headquarters of Vance Corps! She and the other super-clever campers get to build robots, do super-cool science experiments and test out awesome gadgets. But not everyone is a happy camper .. . Someone is sabotaging their robots, so Marie and her new friends team up to catch the culprit.Can Marie outsmart an evil engineer intent on causing a global disaster?

《物聯網ABC》一書以臺大電機系「物聯網導論」課程與實作教材為基礎，同時結合人工智慧（AI）、大數據（Big Data）及雲端運算（Cloud Computing）等資通訊技術，歷經三年試教與反覆修正後編撰而成。本書參照「網宇實體系統」（Cyber-Physical System，簡稱CPS）架構，涵蓋其中的感測控制（Connected Things）、網路傳輸（Conversion）、虛實統合（

An against-the-grain polemic on American capitalism from the New York Times bestselling author of The Great StagnationWe love to hate the 800-pound gorilla. Walmart and Amazon destroy communities and small businesses. Facebook turns us into addicts while putting our personal data at risk. From skeptical politicians like Bernie Sanders who, at a 2016 presidential campaign rally, said, "If a bank is too big to fail, it is too big to exist," to millennials, only 42 percent of whom support capitalism, belief in big business is at an all-time low. But are big companies inherently evil? If business is so bad, why does it remain so integral to the basic functioning of America? Economist and bestselling author Tyler Cowen says our biggest problem is that we don't love business enough.In Big Business, Cowen puts forth an impassioned defense of corporations and their essential role in a balanced, productive, and progressive society. He dismantles common misconceptions and untangles conflicting i

★ 皇家學會科學圖書獎入圍作，最有故事性的數學史鉅作★ 從阿基米德到人工智慧，一口氣看懂微積分如何改變世界★ 沒有微積分，就沒有電腦、GPS、太空旅行與現代科技文明★ 天才、競爭、爭議與革命交織，一本讀來像史詩冒險的科普傑作這是一本把微積分寫得像歷史小說般精采的科普經典。史蒂芬．史卓格茲不只解釋數學，更帶領讀者看見天才們如何用思想改寫世界。從古代幾何到AI時代，本書呈現微積分如何成為現代文明最深層、也最驚人的力量。Shortlisted for the Royal Society Science Book Prize 2019A magisterial history of calculus (and the people behind it) from one of the world's foremost mathematicians. This is the captivating story of mathematics' greatest ever idea: calculus. Without it, there would be no computers, no microwave ovens, no GPS, and no space travel.But before it gave modern man almost infinite powers, calculus was behind centuries of controversy, competition, and even death. Taking us on a thrilling journey through three millennia, professor Steven Strogatz charts the development of this seminal achievement from the days of Archimedes to today's breakthroughs in chaos theory and artificial intelligence. Filled with idiosyncratic characters from Pythagoras to Fourier, Infinite Powers is a compelling

臺灣刑事程序法則及證據法則，邁向世界刑事訴訟思潮的主流趨勢，人權保障及程序正當衡平，經歷2003年9月大幅度修法施行，為世人所關注。立法者是作者，執法者是讀者，法律的生命在於實踐。觀察最高法院近年來新興的刑事裁判，是察覺臺灣刑事訴訟成長軌跡的最佳渠道。本書將2017年最高法院5,348則裁判大數據（Big Data），透過檢選、篩選、擷取、歸納、整理，梳理出各刑事庭、各法官所著裁判要旨，完備成書。

入圍2019年英國皇家學院科學圖書獎（Insight Investment Science Book Prize）決選全球知名物理學家耗費30餘年，證明「不可能的物質」確實存在自然界的精采著作國立交通大學應用化學系教授兼系主任　李積琛國立清華大學材料科學工程學系教授　張守一國立中央大學地球科學學系副教授　郭力維國立清華大學生命科學系助理教授　黃貞祥——熱血推薦（依姓氏筆畫序）科學發現vs.跨國探險

本書主要針對資料處理中問答題之題型重點進行解析，包含程式語言、資料結構、網路以及資料庫。由於題目廣泛，建議考生於每一章節研讀後，可透過後面的題目進行收斂。其中，在演練的過程需考量配分之問題，請試著依照題目的配分，去斟酌不同答案的比重，讓整體的撰寫具備較佳的構面與格式。此外，除了本書之章節，現有的NoSQL、大數據(big data)、物聯網(IOT)資訊安全…等新趨勢議題，請各位考生多加注意，準備

本教程第一次嘗試在全球普及人工智能教育，遵循「從生活中來，到生活中去」的原則，透過貼近生活的教學項目制課程，讓學生與一般人士儘早接觸AI這一前沿領域，助其建立科學認知，初步掌握AI技術原理和基本能力，為智能時代的到來做好生活、就業與技能準備。教程由「香港AI獨角獸」商湯科技、多名知名教育專家及中學優秀教師聯合編寫，讀者定位為初中程度以上人士。教程共分四冊，一冊教授Python編程基礎，其餘三冊為P

本教程第一次嘗試在全球普及人工智能教育，遵循「從生活中來，到生活中去」的原則，透過貼近生活的教學項目制課程，讓學生與一般人士儘早接觸AI這一前沿領域，助其建立科學認知，初步掌握AI技術原理和基本能力，為智能時代的到來做好生活、就業與技能準備。教程由「香港AI獨角獸」商湯科技、多名知名教育專家及中學優秀教師聯合編寫，讀者定位為初中程度以上人士。教程共分四冊，一冊教授Python編程基礎，其餘三冊為P

本教程第一次嘗試在全球普及人工智能教育，遵循「從生活中來，到生活中去」的原則，透過貼近生活的教學項目制課程，讓學生與一般人士儘早接觸AI這一前沿領域，助其建立科學認知，初步掌握AI技術原理和基本能力，為智能時代的到來做好生活、就業與技能準備。教程由「香港AI獨角獸」商湯科技、多名知名教育專家及中學優秀教師聯合編寫，讀者定位為初中程度以上人士。教程共分四冊，一冊教授Python編程基礎，其餘三冊為P

◆人人都有的EXCEL＋超詳細步驟教學＝高CP值學會統計分析。◆專業理論深入淺出，搭配實例整合說明，從報表製作到讀懂，一次到位。◆完整的步驟操作圖，解析報表眉角，讓你盯著螢幕不再霧煞煞。◆本書專攻基礎統計技巧，讓你掌握資料分析力，在大數據時代脫穎而出。◎大學教授傾囊相授統計分析手法，帶領你掌握資料分析能力，前進大數據時代。大數據(Big data)時代下，統計學愈來愈夯，資料分析全方位應用在各種工

本書內容共分為八大單元，依序為基本概論、Digital Logic數位邏輯、Operation System作業系統、System Program系統程式、Programming Language程式語言、Data Structure資料結構、網路、Datebase資料庫等重點觀念。 本書除了重點整理計算機概論的相關理論之外，更蒐集歷年高普特考試題，強化基本觀念，讓考生在短時間內以最

行銷企劃、市場分析、統計預測、財務金融、風險管理...都該學！養成大數據分析力的第一本書！資料分析、資料科學都是近來非常夯的關鍵字，與其相關的工作職務紛紛冒出，形成一股勢不可擋的大數據分析學習熱潮。只是聽說學資料分析都得具備一定的技術能力 (例如要會撰寫 Python、R...程式)，往往讓底子不夠、或非資訊背景的人止步...沒關係！不管您身處什麼領域、技術背景如何，本書就是為了想搭上這波學習熱潮

Bill Nye the Science Guy meets the Magic School Bus in this new STEM-based picture book series from the Emmy Award-winning host of PBS’s Design Squad and Design Squad Nation, Nate

In the tenth A to Z Mysteries Super Edition, Dink, Josh, and Ruth Rose have a sleepover . . . with a Spinosaurus!It's sleepover night at a science museum in Boston. Dink, Josh, and Ruth Rose can't wai

透過本書，讀者可以習得：了解程式交易是甚麼？與系統交易、量化交易與主客觀交易間有何區別？（第一章）為何程式交易可以解決投資過程心理與生理限制產生的問題？（第二章）程式交易的策略來源。（第三章）學習程式交易的資訊技術，從試算表、VBA、VB、VC#、R、Python、MultiCharts(PL)到XQ(XS)的使用。（第四章）如何擷取用以作回測的歷史交易資料，與驅動交易的即時資料。（第五章）如何在

內容簡介:網站、App與資訊空間 「在這本書初版問世之時，我是極少數擁有『資訊架構師』職稱的人。當時這本書就如同對我的工作的認可，而且意義重大；現在第四版上市了，我依然有同樣的感受。將近廿年過去，資訊架構比以前更有意義也更為必要，這本書同樣是如此。」 - Karen McGrane, 執行合夥人，Bond Art + Science 「對任何參與數位資訊空間設計的人，這是我第一會推薦的書。」 -

環境保護及永續發展不僅是世界各國政府公部門的問題，也是私部門的問題，更是民眾切身相關的問題。在極端的環境問題背後，如果能有一本可以詳盡介紹環境科學各面向的書，則可更系統性地了解環境問題。幸運地，Cunningham 教授的《環境科學概論》(Principles of Environmental Science: inquiry and Application, 8e) 正是這樣的一本書。本書內容除

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

A New York Public Library Best Books for Kids 2017 SelectionA Mighty Girl Book of the YearIllinois Monarch Award Nominee 2018-2019Florida SSYRA Book Award Nominee 2018-2019Washington OTTER Award Nominee 2018-2019With magical animals, science, mystery, and adventure -- the brand new series Zoey and Sassafras has something for everyone! Easy-to-read language and illustrations on nearly every page make this series perfect for a wide range of ages.In the first book of this series, Zoey discovers a glowing photo and learns an amazing secret. Injured magical animals come to their backyard barn for help! When a sick baby dragon appears, it’s up to Zoey and Sassafras to figure out what’s wrong. Will they be able to help little Marshmallow before it’s too late?

Learn the essential skills to start your own engineering journey with this fun and engaging title. Packed full of great illustrations, fun facts, and absorbing activities, this book guides readers through each strand of engineering science – Mechanics, Aerospace, Robotics, Energy, and Materials. Practical projects, each carefully designed to introduce skills of the sort required by real-life engineers, help kids pick up the basics in a fun, hands-on way. Design a robot, learn how to construct a simple car, create your own levers and pulleys, and build paper planes, plus many other educational and inspirational activities – the sky’s the limit!

《Danger is Everywhere》系列由喜劇演員David O'Doherty與插畫家Chris Judge合作完成，是一套以「假設性危機」為主軸的圖文手冊型作品。主角Docter Noel Zone自稱為「全世界唯一的危險學家」，專門研究如何辨識與應對日常生活中的各種潛在威脅——無論是馬桶裡的鯊魚、吸塵器外型的鱷魚，還是看似無害但實則危機四伏的小狗Napkin。他以一本正經的語氣講述荒誕場景，搭配標語式旁註與圖像式說明，營造出強烈的閱讀節奏與喜感。三集內容依序從入門、進階，到「危險學校」現場訓練，兼具戲仿、手冊、漫畫等多重形式，深受喜歡《Diary of a Wimpy Kid》或《The Dangerous Book for Boys》風格的讀者喜愛。本系列不僅適合喜歡幽默故事的中年級以上孩子，也常被推薦給對傳統小說提不起興趣的學生，作為培養閱讀習慣的引導之作。Diary of a Wimpy Kid meets The Dangerous Book for Boys, DANGER IS EVERYWHERE is a brilliantly funny handbook for avoiding danger of all kinds that will have everyone from reluctant readers to bookworms laughing out loud (very safely) from start to finish. DOES IT WARN YOU ABOUT WHAT TO DO IF A SHARK COMES UP OUT OF THE LOO WHILE YOU ARE SITTING ON IT? Yes it does. AND HOW TO FIND OUT IF YOUR GRANNY IS A ROBOT? That too.本套書含以下三本：9780141354156 Danger Is Everywhere: A Handbook for Avoiding Danger (Book 1)9780141359205 Danger is STILL Everywhere: Beware of the Dog (Danger is Everywhere 2)9780141371108 Da

獸醫藥理學手冊（Handbook of Veterinary Pharmacology）對藥理學觀念及獸醫常用藥物是一本清楚且簡明的指南。本書提供了獸醫藥理學的簡明綜觀，以對使用者便利的大綱方式呈現資訊，因此讓使用者能快速接納實用的藥物資訊。包括基礎原理、個別藥品、交互作用及法律的考量等章節中，獸醫藥理學手冊提供了基礎及臨床獸醫藥理學的最新資訊。 為了幫助學生的瞭解，有簡明的劃線圖樣描述作用機制及

Everyone makes mistakes. Sometimes, epic failures even lead to super successes . . . sometimes they become deep dark secrets. But remember-to fail is human, to laugh about our shortcomings divine. From Montezuma II's mistaking a conqueror for a god to Isaac Newton turning from science to alchemy to J. Bruce Ismay's jumping the lifeboat line on theTitanic, How They Choked knocks fourteen famous achievers off their pedestals to reveal the human side of history.Successful “failures” include:Marco Polo Queen Isabella of Spain Montezuma II Ferdinand Magellan Anne Boleyn Isaac Newton Benedict Arnold Susan B. Anthony George Armstrong Custer Thomas Alva Edison Vincent Van Gogh J. Bruce Ismay “Shoeless Joe” Jackson Amelia M. Earhart

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

It's Zack and Amp to the rescue in the seventh book in Nate Ball's beloved Alien in My Pocket series! With a tale that's sure to tickle the funny bone and a do-it-yourself hover-ship science experimen

Heidi Heckelbeck wants to prove she can make it in the babysitting business, but she’ll need a little magic and a lot of help from her friends!Heidi Heckelbeck is eager to start babysitting, but her mom doesn’t think she’s old enough yet. To prove she’s ready to be responsible, Heidi teams up with Laurel and Bruce to create a spectacular booth—called the “Little Explorers Museum”—for the Brewster Elementary fair. It’s going to be an exciting exhibit of fabulous art projects, nifty science experiments…and babysitting! But when Heidi worries that her babysitting station won’t attract enough visitors, will her Book of Spells help her find a magical solution?With easy-to-read language and illustrations on almost ever page, the Heidi Heckelbeck chapter books are perfect for beginning readers.

Escape from the cold and embrace the avalanche of information about snow in this fact-tastic nonfiction Level 3 Ready-to-Read, part of a series about the science of fun stuff!Did you ever wonder how s

"Warm up with the enticing history of hot chocolate in this fact-tastic nonfiction Level 3 Ready-to-Read, part of a series about the history of fun stuff! Did you know that for thousands of years, chocolate was a beverage and not a solid candy? Or that soldiers in the Revolutionary War received a monthly ration of chocolate for drinking? Learn all about the history of America's favorite wintertime treat in this fun, fact-filled Level 3 Ready-to-Read! A special section at the back of the book includes relevant info on subjects like social studies and science, and there's even a fun quiz so you can test yourself to see what you've learned!"--

Spectrum(R) Writing for grade 2 guides students through each step of the writing process as they write sentences, personal stories, fiction stories, descriptions, comparisons, how-to instructions, reports, opinions, and more. Spectrum(R) Writing workbooks guide students as they write for a variety of purposes, including writing to tell a story, writing to provide information, and writing to state an opinion. Lessons support current state standards. Step-by-step instructions help with planning, drafting, revising, proofreading, and sharing writing. A Writer’s Handbook reinforces grammar and language skills, and a complete Answer Key is included. Engaging, open-ended writing projects combined with standards-based learning make these workbooks an essential resource for school success. Spectrum, the best-selling workbook series, is proud to provide quality educational materials that support your students’ learning achievement and success.

Spectrum(R) Writing for grade 6 guides students through each step of the writing process as they write paragraphs, personal narratives, fiction stories, descriptive comparisons, outlines, research reports, persuasive arguments, and more. Spectrum(R) Writing workbooks guide students as they write for a variety of purposes, including writing to tell a story, writing to provide information, and writing to state an opinion. Lessons support current state standards. Step-by-step instructions help with planning, drafting, revising, proofreading, and sharing writing. A Writer’s Handbook reinforces grammar and language skills, and a complete Answer Key is included. Engaging, open-ended writing projects combined with standards-based learning make these workbooks an essential resource for school success. Spectrum, the best-selling workbook series, is proud to provide quality educational materials that support your students’ learning achievement and success.