Python data science essentials

Be inspired by the life of Sally Ride, the first American woman in space, with this engaging picture book designed especially for young readers. Little Sally grew up in California, USA and soon realised that she had a passion for science. She loved it so much that she studied it at university and became a Doctor of Physics.One day, whilst reading the student newspaper, Sally saw that NASA was looking for astronauts. Women could apply, having never been able to before... so she went for it! Sally was chosen, and in 1983 became the first American woman to fly in space. Sally believed that science should be exciting and inclusive, and that everyone should be able to reach for the stars! So, after hanging up her space suit, Sally, with her partner Tam, founded Sally Ride Science, an organisation that encourages better science education. This powerful book features stylish and quirky illustrations and extra facts at the back, including a biographical timeline with historical photos and a de

．利用熱門的Python語言，深入解析APCS公告試題。．由基礎知識到解題技巧，以清晰易懂的方式闡釋程式設計核心觀念。．詳細探討觀念題的知識要點，徹底分析實作題的關鍵內容。．不再為APCS考試感到困惑，成功提升在APCS檢測中的表現，贏得競爭的優勢！使用「MOSME 行動學習一點通」，登入會員與書籍序號後，可自我練習，即學即測即評。評量：可在線上反覆練習書內題目。詳解：在線上即時練習書內題目後，可立即核對答案，查閱詳細解析。加值：提供本書的範例檔案、素材給讀者下載使用。

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for second graders everywhere. Loved by kids and teacher approved, and featuring hundreds of questions based on math, language arts, science, social studies, and more to reinforce classroom learning with a fun, fast-paced game.Brain Quest 2nd Grade Smart Cards helps kids aged 7 – 8 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that second graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box1,000 questions and answers covering math, language arts, science, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content with new and re

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for fourth graders everywhere.Loved by kids and teacher approved, and featuring hundreds of questions based on math, science, English, US History, Geography, and more to reinforce classroom learning with a fun, fast-paced game.Brain Quest 4th Grade Smart Cards helps kids aged 9 – 10 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that fourth graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box1,500 questions and answers covering math, science, English, US History, Geography, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content wi

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for fifth graders everywhere.Loved by kids and teacher approved, and featuring hundreds of questions based on math, science, English, History, Geography, and more to reinforce classroom learning with a fun, fast-paced game.Brain Quest 5th Grade Smart Cards helps kids aged 10 – 11 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that fifth graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know exactly what they need to know, when they need to know it.Featuring:Two full-color Q&A decks in a reusable flip-top storage box1,500 questions and answers covering math, science, English, History, Geography, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content with new

STEM – where we see it, how we use it and why it mattersDiscover how science affects our daily lives with Everyday STEM — Chemical Engineering, filled with inventions, stories and experiments to try at home.Engineering is all around you! From raising agents in bread to life-saving medicine and eco-friendly fuel, chemical engineering has transformed our lives. Discover the animal inspiration behind running blades, watch DNA technology in action, and see how engineering can help to feed the world. Plus, meet the engineers and scientists whose discoveries are changing our lives for the better, including Tu Youyou, Markus Rehm and Jamie Garcia. Then put your engineering skills to the test with the cool at-home experiments.With easy-to-understand text written by science communicator Jenny Jacoby, and lots of colourful artworks, photos and diagrams, readers can best explore where we encounter chemical engineering and why it’s even important at all.The Everyday STEM series makes science relev

APCS為Advanced Placement Computer Science的英文縮寫，是指「大學程式設計先修檢測」。APCS考試類型包括：觀念題及實作題。觀念題是以單選題的方式進行測驗，考試重點在於程式設計概念、解決問題的運算思維或理解演算法的基礎觀念。在程式設計實作題可自行選擇以C、C++、Java、Python撰寫程式，本書的實作題程式是以C語言為主。本書會以C語言的語法架構為主，並根據APCS公告的觀念題及實作題，分別安排到各章的主題之中，主要目的就是希望讀者在學習完某一特定主題後，可以馬上測試相關的APCS觀念題，如此的安排更可以幫助各位讀者學以致用，清楚掌握考試的重點。本書結合運算思維與演算法的基本觀念，並以C語言來實作，為了降低讀者的學習障礙，本書範例都是完整的程式碼，以實作來引導觀念，全書程式都已在DEV C++的環境下正確編譯與執行。期許本書能幫助各位具備以C語言設計程式的基本能力，並完全具備應試APCS的程式設計實作能力。

現在學機器學習，正是最好的年代！在過去要處理資料，就要用C語言撰寫函數；在Python裡，別人已寫好了許多套件，只要像是在玩樂高積木一樣，就能完成你想要的結果。因此我會說，現在是學機器學習最好的時候，你等於是站在巨人的肩膀上學習。本書沒有複雜的數學，沒有複雜的程式碼，以有系統的編排，引領你進入機器學習的世界。我們會介紹sklearn的資料預處理；簡單線性迴歸、多元線性迴歸、羅吉斯迴歸、K最近鄰、支持向量機、決策樹、隨機森林等監督式的機器學習模型。而在非監督模型上會介紹Kmeans。另外，大部分的書不會強調的ColumnTransformer、管道器製作。許多書沒有解釋清楚的模型預測重要指標：正確率、精確率、召回率、混亂矩陣、綜合報告、PRC曲線、ROC曲線，我們也會一次詳細說明，讓你一手掌握。實例演練時會操作中英文的文字處理，並做情感分析和主題探索。還有知名的大數據資料庫，包括波斯頓房價預測、鳶尾花資料、鐵達尼號資料、威斯康辛大學醫院收集的乳癌腫瘤病患預測、電信公司客戶流失預測、信用卡盜刷預測、Newsgroup新聞群組分類、Amazon商品評論預測、Tripadvisor裡兩家航空公司和數字預測。最後教大家如何將深度學習的模組也包裝到sklearn。現在就讓我們一起學習Python，用機器學習掌握人工智慧。

Brain Quest, America's #1 educational brand with more than 57 million copies in print, is now for babies! My First Brain Quest board books introduce essential early learning concepts and foundational vocabulary using engaging visuals and Brain Quest's signature question and answer format.From the rain in the sky to the grass at their feet, help your child understand the world around them with the guidance of this fun and exciting introduction to science!My First Brain Quest: First Words: Science Around Us introduces babies and toddlers to more than 100 STEM-related vocabulary words in their world—in the backyard, at the doctor's office, at the beach. Each scene features labeled illustrated objects as well as brief captions that help to introduce STEM concepts and help put into context, alongside questions that encourage conversation between reader and child. Children have fun naming, counting, and comparing.

APCS為Advanced Placement Computer Science的英文縮寫，是指「大學程式設計先修檢測」。APCS考試類型包括：觀念題及實作題。觀念題是以單選題的方式進行測驗，考試重點在於程式設計概念、解決問題的運算思維或理解演算法的基礎觀念。在程式設計實作題可自行選擇以 C、C++、Java、Python 撰寫程式，本書的實作題程式是以C++為主。本書會以C++的語法架構為主，並根據APCS公告的觀念題及實作題，分別安排到各章的主題之中，主要目的就是希望讀者在學習完某一特定主題後，可以馬上測試相關的APCS觀念題，如此的安排更可以幫助各位讀者學以致用，清楚掌握考試的重點。為了降低讀者的學習障礙，本書範例都是完整的程式碼，以實作來引導觀念，全書程式都已在DEV C++的環璄下正確編譯與執行。期許本書能幫助各位具備以C++的程式設計基本能力，並完全具備應試APCS的程式設計實作能力，筆者相信經過本書的課程安排及訓練後，各位已紮實地培養了分析題目、提出解決方案及以C++設計程式的實作能力。

產品特色： 1.本書為BAP商務專業應用能力國際認證核心能力等級(Essentials Level) 考前複習之測驗題組，內容包含2016版的Documents文書處理、Spreadsheets電子試算表、Presentations商業簡報三項專業認證測驗題組，三個科目一本搞定！ 2.圖解式提供解答方法，讓讀者能循序漸進解題，並配合重點提示及影片教學輔以學習，加強學習成效。 3.附贈超值Documents、Spreadsheets、Presentations三科「BAP 學評系統」，做一題檢查一題，學習效果更加倍！ 【MOSME行動學習一點通功能】 使用「MOSME行動學習一點通」，登入會員與書籍序號後，可自我練習，增強記憶力，反覆測驗提升應考戰鬥力，強化熟練度。 診斷：可反覆練習書籍裡所有題目，強化題目熟練度。 影音：選擇目錄中想看的內容教學並開啟影音教學。 加值：提供學評系統與使用說明。

破譯武林招式，看懂程式設計！‧郭靖的小紅馬在Scratch裡能任意變色？‧韋小寶加盟天地會誓詞是高階程式語言？‧黃蓉的計算能力比Python還強？‧用費波那契數列就能進入桃花島？以武俠小說的場景為媒介，讓武林絕招和程式設計理論緊密結合。只要你摸過電腦、玩過電動遊戲，熟悉鍵盤和滑鼠的操作，就能讀懂本書的程式邏輯。讀者朋友可以一邊學習編寫程式的基礎知識，一邊跟著範例練習編寫代碼，不但能真正感受到程式設計的樂趣，還能解決生活中很多意想不到的大小問題。本書從用PowerPoint製作基本動畫講起，再進入麻省理工學院開發的入門級動畫軟體Scratch，最後敲開程式設計的利器Python，循序漸進帶領讀者朋友理解程式世界的奧祕，並享受數位科技帶來的樂趣。「如果你擁有電腦，卻沒有安裝Python，那叫暴殄天物。」～李開周

Everyday STEM Technology: Energy makes science relevant to tweens. Instead of telling kids STEM is important and is the key to their “future success,” these books show readers how we use science, tech

Pluto has not been a planet since 2006. But this tiny world still inspires people of all ages while sparking controversy. In this delightfully witty book, astronomer Dean Regas teaches you how to educate your grown-up about the cutting-edge science of space, most crucially the reason why Pluto is NOT a planet any more.Delving into the history of space discoveries, the key players who have helped our understanding of the universe (including the 11-year-old girl who named Pluto in the first place) and the ever-changing nature of science, this book will equip every reader with the tools they need to bring their grown-ups fully up to speed, and to sneak in as many amazing astronomical facts as possible. And there's a handy quiz at the end so that you can check your grown-up has been paying attention!

"We need more beautifully illustrated and involving non-fiction like this. Wade and Castrillon introduce nanoscience with perfect clarity and inviting pictures." - The Sunday Times "Beautiful ... plunges deep into the world of atoms, materials and the applications of nanoscience, with accessible text and richly shaded pictures." - Guardian This exciting non-fiction picture book introduces young readers to the fascinating (and cutting-edge) science of the very, very small.Everything is made from something - but the way we make things, from the materials we use to the science and technology involved, is changing fast. Nano offers a fascinating narrative introduction to this cutting-edge area of STEM, better known by the name "nanotechnology". With words by Dr Jess Wade - a highly skilled physicist and trailblazing campaigner for diversity in STEM fields - and beautiful, dynamic pictures by award-winning artist Melissa Castrillon, this is the perfect book for budding young scientists and

本書講述了在教科書或科普書籍中找不到的科學發現的真實故事，書中所介紹的科學家是一個多元群體，從中國女化學家屠呦呦到「消化生理學之父」威廉·博蒙特(William Beaumont)和他身有殘疾的助手--亞歷克西斯·聖馬丁(Alexis St. Martin)，他們的研究開創了人類對於消化系統的認識，包含了地球科學、化學、醫學、與天文學四大主題。除了歷史之外，讀者還可以了解到每項科學發現背後的原理！後記為充滿好奇心的讀者提供了額外的資訊和延伸閱讀。介紹的科學家:• Walter & Luis Alvarez (物理學家，諾貝爾物理學得主)• Alfred Wegener(地質學家，提出大陸漂移說)• Mario Molina & Sherwood Rowland (化學家，發現臭氧層破壞)• Tu Youyou (醫藥學家，諾貝爾醫學獎得主)• Henri Becquerel(物理學家，開創放射性物理學)• Florence Nightingale (英國護士與統計學家)• William Beaumont & Alexis St. Martin (消化生理學家與他的助手)• Daniel Hale Williams(外科醫師，世界首例成功的心臟手術)• Arno Penzias & Robert Wilson(天體物理學家，發現了宇宙微波背景輻射)• Henrietta Swan Leavitt (天文學家，發現了星體亮度變化的規律)Science Discovery Files: 10 Forgotten Stories of Incredible Scientists tells real stories of scientific discoveries that you cannot find in textbooks or popular science books. The scientists featured are a diverse group, from female Chinese chemist Tu Youyou to William Beaumont and his handicapped assistant Alexis St. Martin, who helped pioneer studies in

Give your first grader a strong computer science foundation with Smart Start: Beginning Coding Stories and Activities. Children will learn important coding concepts with engaging stories and practice activities. Based on the K-12 Computer Science Framework, this dynamic early learning series helps children understand coding concepts to develop a strong foundation in computer science, including computational thinking, problem solving, and critical thinking. Each full-color activity book is organized into eight themed units around one coding concept and includes: - Coding stories that demonstrate what coders do and include an audio read-aloud feature - Concept pages that connect coding concepts to real-world situations - Practice activities that reinforce important coding rules - Review pages for every coding concept practiced - Coding projects with print-based games and puzzles - Mini coding handbook with key terms Computer science concepts and skills help early learners become critical

Learn and play with Dr. Seuss in this ultimate Preschool workbook, with over 300 curriculum-based activities ranging from letters, numbers, social emotional learning, to science!This multi-subject, cu

Steve Spangler’s Super-Cool Science Experiments for Kids is a collection of 50 startling projects that encourage kids to question the world around them and how it works.This book presents the most ama

吃進肚子的東西，到底經歷了什麼神奇旅程？跟著一位腸道裡的「好菌導遊」，你將探訪人體消化系統：嘴巴怎麼開始消化？胃為什麼會咕嚕叫？還有肝臟、腸道、腺體和許多你可能從沒想過的器官祕密！這本圖像式科普漫畫以幽默畫風和誇張情節，讓讀者一邊大笑、一邊認識身體運作機制。Chew on this! Science Comics: The Digestive System is the latest volume in First Second’s action-packed nonfiction graphic novel series for middle-grade readers!Every volume of Science Comics offers a complete introduction to a particular topic―dinosaurs, the solar system, volcanoes, bats, robots, and more. These gorgeously illustrated graphic novels offer wildly entertaining views of their subjects. Whether you're a fourth grader doing a natural science unit at school or a thirty-year-old with a secret passion for airplanes, these books are for you!In this volume, visit the inside of your mouth, stomach, liver, intestines, and other organs that make up the gastrointestinal tract! Your guide to the gut is a friendly bacterium who will take you on a journey beyond imagination. Uncover how food is transformed into nutrients! Explore strange and dangerous glands

Turn back the clock with History Comics! This debut volume of First Second's new nonfiction series introduces readers to the Great Chicago Fire of 1871.Following the success of Science Comics, First S

From the New York Times and internationally bestselling authors of the Illuminae Files comes a new science-fiction epic….The year is 2380, and the graduating cadets of Aurora Academy are being assigne

Using the incredible Anatomicum as inspiration, this activity book is bursting with fascinating facts and puzzles, perfect for budding artists and science enthusiasts. Activities include amazing mazes

利用Python量子組合語言以及IBM的Q Experience編寫量子程式 在全新的量子計算領域發展演算法及程式。本書涵蓋幾個主題，例如量子電腦的物理特性：包括量子位元(qubit)、糾纏(entanglement)、邏輯閘電路，以及其與傳統電腦的區別。此外，《量子計算實戰》也利用IBM的Q Experience探討雲端的量子計算。討論的項目包括有：作曲家程式(composer)、量子分數、實驗

Book Four in the Magnificent Dune Chronicles—the Bestselling Science Fiction Adventure of All TimeMillennia have passed on Arrakis, and the once-desert planet is green with life. Leto Atreides, the so

本書獻給每個人身體裡都有的一種科學怪咖特質。每個事物的起點是某人的白日夢。幻想非常重要，但科幻小說合理性息息相關。科幻小說中的科學不需要可信度，但是它需要是可以探索主題的工具。大衛．西格．伯恩斯坦(David Siegel Bernstein)在《科幻小說不是亂掰的: 白日夢世界中的真實科學》(Blockbuster science: the real science in science fic

NSTA Best STEM Books for K-12 SelectionNSTA Outstanding Science Trade Books SelectionDolly Gray Children's Literature Award RecipientA Mighty Girl Book of the Year If you've ever felt different, if yo

Robert Langdon, Harvard professor of symbology, arrives at the ultramodern Guggenheim Museum Bilbao to attend the unveiling of a discovery that “will change the face of science forever.” The evening’s

Now in paperback, the bestselling author of The Martian returns with an irresistible new science fiction thriller—a heist story set on the moon. Jazz Bashara is a criminal. Well, sort of. Life on Arte

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

Hans Morgenthau’s Politics Among Nations is a classic of political science, built on the firm foundation of Morgenthau’s watertight reasoning skills.The central aim of reasoning is to construct a logi

This stylish, highly illustrated, interactive book is perfect for sharing with little children, and introduces the science of the senses using a friendly lift-the-flap format. Text is kept to a minimu

A fresh, new approach to anatomy and science about the human body. Pictorial info-graphics style illustrations provide easily digestible facts in bite-size chunks.

Part of the TED series: How We'll Live on Mars It sounds like science fiction, but award-winning journalist Stephen Petranek considers it fact: within 20 years, humans will live on Mars. We'll need to

From the combined talents of the UK's bestselling novelist and a giant of British science fiction comes the sequel to the phenomenal No.1 bestseller The Long Earth.A generation after the events of The

Bestselling psychologist Richard Wiseman unravels the science behind our beliefs in telepathy, clairvoyants, mediums, ghosts, and more...'People are emotionally drawn to the supernatural. They activel

The Nobel Laureate discusses not only how and why he became a philosopher but also his conception of philosophy as a field distinct from science and literature. A source of inspiration for physicists

For many people, having a large family isn’t a reasonable option. Fortunately, medical science has ushered in a new era of family balancing where couples can determine their baby's gender. The Revolutionary Science of Sex Selection guides prospective parents step-by-step through the maze of options currently available — from the unpredictable (and now outdated) timing method, to highly effective sperm sorting, to the preimplantation genetic diagnosis, which guarantees accuracy.The author describes the most advanced methodologies in simple lay terms so that they are easily understood. But The Revolutionary Science of Sex Selection does more than explain how the technology works — it prepares the reader for the personal experience of fertility drugs, artificial insemination, and/or in vitro fertilization. A bonus chapter details the added medical benefits of genetic testing, including preimplantation screening for single gene defects like cystic fibrosis, B thalassemia, Tay-Sachs disease

Alchemy: the mystical power to alter the natural world; something between magic, art and science. When two brothers, Edward and Alphonse Elric, dabbled in this power to grant their dearest wish, one

Hilarious illustrated story in the series about unlikely friends Squirrel and Duck. Join them on a mind-blowing adventure to discover why they're the only two talking animals in the world. Perfect for 7+ fans of Grimwood, Dog Man and Murray and Bun.'Hilarious… addictive' GuardianSquirrel and Duck can't remember where they first met, but Duck is having some strange flashbacks to a secret underground science lab. Trying to find it again, they meet a friendly ferret, a distinctly UNfriendly scientist and uncover some shocking secrets behind their own existence!Packed full of pictures and laugh-out-loud scenes, this is a zanily entertaining story from a bestselling author/illustrator. Don't miss the rest of the series: Squirrel and Duck: Mission Improbable and Squirrel and Duck: Invasion of the Doggy-Snatchers.From the bestselling author of the Big Bright Feelings picture book series.