Python Data Science Handbook

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

【想深入了解大數據、資料探勘的讀者請進！！】什麼是資料前處理？電信業者跟資料探勘有什麼關係？神經網路具體到底是什麼？集群分析的演算法有哪些？◎資料探勘的「十大經典演算法」你都認識嗎？ 國際權威的學術組織the IEEE International Conference on Data Mining （ICDM）評出了資料探勘領域的十大經典演算法：C4.5、K-Means、SVM、Apriori

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?

The essential guide to sowing, growing, and preparing herbs for homesteadersGrowing herbs means growing your own food, home remedies, beauty products, and more. This homesteader’s handbook is packed with expert information on planting, caring for, and using herbs to nourish and nurture yourself, your family, your pets, and even your livestock.Learn about the countless perks of cultivating herbs on your homestead, find tons of info on foraging and growing, and get a step-by-step guide to creating your own herbal teas, tinctures, salves, and more. Who knew your own soil had so much potential?This standout among homesteader books includes:Garden planning—Discover a helpful guide to planning an herb garden, from selecting plants to deciding the size and location of your growing area.An herb encyclopedia—Explore an informational index of common household herbs, including the parts used, plant properties, safety considerations, preservation methods, and much more.A range of recipes—Try dozen

轉型為敏捷組織是企業必經之路數位化變革本身並不只是一項戰略或目標，而是企業跳躍式的量子躍遷（quantum jump），更是後疫時代實現敏捷組織與商業創新的終極方法！以ABCD為首字母的數位化（A：人工智慧AI；B：區塊鏈Blockchain；C：雲端計算Cloud Computing；D：數據分析Data Analytics）在各種組織中擴張，並改變和征服了我們的生活中的各個領域。數位化給我們

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

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

本書特色►本書通俗易懂、妙趣橫生►生活經歷、融入設計模式►心中無模式卻處處有模式►邁向程式碼重構與簡潔之道內容簡介這是一本通俗易懂、妙趣橫生的設計模式書籍，作者將帶領讀者進入物件導向程式設計的禪道三重境界。►一重境界：依葫蘆畫瓢。這屬於初學階段，以為設計模式只有書中提到的那幾種，能把模式名稱倒背如流，但真正要用時，還得去翻書，依據類別圖照搬照改。►二重境界：靈活運用。這屬於中級階段，即對每一種設計

從基本概念到重要的演算法，再到處理平臺和實際案例，作者為美妙圖形世界編寫了一本兼具指導性與說明性的參考指南。"—Kirk Borne, PhDPrincipal Data Scientist and ExecutiveAdvisor, Booz Allen Hamilton"一本實用且資訊豐富的指南，幫助你藉由使用圖形演算法檢測模式和結果，來獲取更多洞察力，圖形資料庫開發人員的必讀書籍。"—Lua

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

此套書包含以下集數：#1: The School Is Alive! (9780545623926)#2: The Locker Ate Lucy! (9780545623957)#3: Recess Is a Jungle! (9780545873529)#4: The Science Fair Is Freaky! (9780545873680)#5: School Freezes Over!

◆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

In the third book in the CatStronauts graphic novel series, your favorite elite team of cat astronauts is a member short--one of the team has quit! When chief science officer Pom Pom rejoins the CatSt

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!

此套書包含以下集數：#1: The School Is Alive! (9780545623926)#2: The Locker Ate Lucy! (9780545623957)#3: Recess Is a Jungle! (9780545873529)#4: The Science Fair Is Freaky! (9780545873680)#5: School Freezes Over!

《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

It’s the thrilling conclusion to the Alien in My Pocket series! With a page-turning plot, plenty of fun science facts, illustrations throughout, and a do-it-yourself, hands-on experiment at the end, t

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

Learn the surprising truth about pain: how it actually helps keep us alive, healthy, and feeling good. You Wouldn’t Want to Live Without Pain! is part of a brand-new science and technology strand with

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

From the creators of Scratch comes ScratchJr, a programming language designed for young children (ages 5-7).The ScratchJr Book is the perfect addition to the free app and makes coding and computer science easy and fun for all ages!In The ScratchJr Book, kids learn by playing with programming blocks and building their own animated collages, interactive stories, and playable games.Thirty step-by-step activities help kids develop computational thinking, problem-solving, and design skills. Each chapter has several smaller activities that build on one other, culminating with a fun, final project. By the end of the book kids and parents will be ready for all sorts of new programming adventures.Each activity includes:step-by-step, easy-to-follow directionsliteracy and math connectiontips for grown ups and teachers creative challenges to explore and grow!