Python Data Science Handbook

運用Python進行資料分析，讓數據說話，有效達成論文目標。⊙統計分析初學者最佳實用手冊，精要理論＋手把手操作教學。⊙內容涵蓋論文寫作常用的敘述統計、推論統計、非參數檢定，並延伸至結構方程模式，對於需要撰寫論文但對統計方法不熟悉的研究生尤其受用。⊙適用於社會科學領域的學生和研究人員，特別是碩博士量化研究論文應用在問卷調查方面的分析、多變量研究、實驗設計與統計課程等項目。需要的論文統計分析方法都在這裡！受限於軟體工具的取得，研究者有可能面臨雖掌握足夠的數據資料，卻缺乏專業統計分析工具的窘境。本書介紹的Python為開放原始碼的開源軟體，解決統計分析軟體高成本、難入手的研究門檻，對於學術工作帶來極大的便利性與可及性，可協助提升研究專業能力。Python的應用具有寬廣的發揮度，比如透過網路爬蟲抓取即時資料作大數據分析、編寫程式來加大對議題鑽研的深度與廣度的可能性，也能更加深入嘗試使用該工具來完成數據分析工作並獲得良好成果。書中內容在有關統計學部分作基礎概念解說，並偏重在數據分析的手把手教學步驟示現，讓初學者或者是有論文需求者可以按照內容簡易操作，並達成高效率地論文數據統計分析目標。

A STEM-focused addition to the #1 New York Times bestselling She Persisted series!Throughout history, women have been told that science isn’t for them. They’ve been told that they’re not smart enough, or that their brains just aren’t able to handle it. In this book, Chelsea Clinton introduces readers to women scientists who didn’t listen to those who told them “no” and who used their smarts, their skills and their persistence to discover, invent, create and explain.She Persisted in Science is for everyone who’s ever had questions about the world around them or the way things work, and who won’t give up until they find their answers.With engaging artwork by Alexandra Boiger accompanying the inspiring text, this is a book that shows readers that everyone has the potential to make a difference, and that women in science change our world.This book features: Florence Nightingale, Rebecca Lee Crumpler, Ynes Enriquetta Julietta Mexia, Grace Hopper, Rosalind Franklin, Gladys West, Jane Goodall

Discover how geology is part of our daily lives with Everyday STEM Science: Geology. Explore the wonders of Earth and see how geology is all around us, from natures materials that are used to build roads and buildings to the minerals found in your mobile phone and drinks can. Witness a volcanic eruption, find out if there is water on Mars, unearth a dinosaur and meet the geologists and scientists who brought geology to life. Readers can also carry out geology experiments at home. With easy-to-understand text written by Emily Dodd, fun callouts and lots of colourful artworks, photos, and diagrams, readers can best explore where we encounter geology and why it’s even important at all. The Everyday STEM series makes STEM relevant to tweens. Instead of telling kids STEM is important and is the key to their “future success,” these books, including Everyday STEM Science – Physics, show readers how we use science, technology, engineering and maths in our everyday lives. While the topics sound

NLP大神RNN網路► ► ►Python原始程式碼手把手帶你寫！ 在神經網路的世界中，NLP（自然語言處裡）已逐漸成為AI領域中的主流！因此在IT抑或是各大產業有愈來愈多的人投入在文字與語音的研究中，有愈來愈多的資訊系統應用與產品出現在現代人類的生活中，產生十分巨大的影響。 ．．． [ 最精實的專案實作！ ] 本書包含20個與NLP相關的主題＋大型專案實作，透過專案的實作講解原理，需要有一定的Python及神經網路基本概念，是已經了解AI基本入門的讀者再進階深入的一本絕妙好書。快跟著本書各大主題累積自己的NLP專案實作能力，成為一個能夠開發各種NLP資訊系統的大神吧！ ．．． [ 本書重點 ] ★　以Python、TensorFlow實作中文自然語言處理，使用維基百科及網路語料庫 ★　以LSTM為基礎的影評 / 語音 / 文字情感分析實作 / 股票預測 / 影評分析 ★　根據圖型產生古詩詞的模型實作 ★　歌曲人聲分離製作 ★　以Image Caption為基礎的英文學習 ★　智慧聊天機器人 ★　Rap歌詞自動產生器、AI作曲器 ★　人臉辨識及人臉自動表情包產生器 ★　自動幫你的作文評分 ★　視訊自動字幕產生器 ★　AI機器翻譯、LSTM機器翻譯及注意力機制 ★　COCO資料集的自動圖型描述

本書是演算法入門指南，以Python程式實作應用廣泛的演算法，內容主題包含多種現代演算法，用於搜尋、排序及最佳化；以人為本的演算法，協助人們接球運動的判斷；高等演算法，用於機器學習與人工智慧領域；以及古文明演算法，用於算數值相乘、求最大公因數、產生幻方。 本書將帶領您學習： ‧產生幾何用途廣泛的Voronoi圖 ‧以演算法建置簡單聊天機器人、贏得棋賽、玩數獨遊戲 ‧實作梯度上升(下降)演算法程式，求出函數最大值(最小值)、極值 ‧使用模擬退火進行全域最佳化 ‧憑個人特徵建立快樂感預測決策樹 ‧以演算法執行程式除錯、實施稅收最大化、產生亂數 ‧衡量演算法效率與速度 此外探討純數學領域實用的演算法，了解數學概念改進演算法的方式。 跟著本書邊做邊學，您將理解當今許多超強演算法的重要細節，其中包含演算法的Python 3程式實作，以及針對衡量演算法效能與最佳化的方法。

業界專家親自傳授的遊戲開發必備知識與技術 本書是用Python程式語言解說如何開發正式遊戲的教材，將帶領你實際製作動作遊戲、射擊遊戲、還有模擬3D影像效果的3D賽車遊戲，從動手做的過程中學會開發遊戲的Know How。 藉由本書，您將可以了解： ．遊戲開發的基本知識 ．基礎的遊戲物理學 ．如何製作地圖編輯器 ．遊戲業界的開發祕辛 ．開發動作遊戲的技巧 ．Pygame的用法 ．開發射擊遊戲的技巧 ．開發3D賽車遊戲的技巧

業界人士教您如何從零開始進行遊戲的開發 這是一本專注在「如何從零到有開發出一款遊戲」的實作書籍。藉由本書，您可以了解遊戲開發與一般的軟體開發有何不同，以及遊戲開發的實際過程。 本書特色： ．幫助您更加了解遊戲開發的過程 ．學會如何使用Python ．範例程式碼有詳盡的註解說明 ．使用大量的圖解說明幫助理解 ．提供遊戲開發的免費素材可供練習

科學無處不在，但你知道科學就在你身邊嗎？睜開你的眼睛，讓我們一起發現科學吧！讓我們一起漫步在新加坡，與科學奇蹟不期而遇！本書提供豐富的全彩圖片與生動插圖，加上A*STAR(新加坡科技研究局) 科學家 Amalina Binta Ebrahim Attia 博士的的介紹，向讀者展示深受大家喜愛的新加坡景點，其背後的科學知識，並悠遊其中！使用書中搭配的擴增實境(AR)功能，可以觀賞Lina 博士所製作的影片，詳細介紹每個景點背後的科學奧秘！*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Hello, little readers! Did you know that Science is everywhere, all around you? We can encounter and discover the wonders of Science unexpectedly as we walk around Singapore, so open your eyes and let's discover Science together! In this full-colour book, through an exciting combination of photography and illustration, A* Scientist Dr Amalina Binta Ebrahim Attia is going to show you the Science behind your favourite Singapore attractions and destinations for play and fun! So, are you ready to start? Let's Discover Science, Singapore!Use AR to access videos made by Dr Lina, where she further explains the science behind each attraction!

科學無處不在，但你知道科學就在你身邊嗎？睜開你的眼睛，讓我們一起發現科學吧！讓我們一起漫步在新加坡，與科學奇蹟不期而遇！本書提供豐富的全彩圖片與生動插圖，加上A*STAR(新加坡科技研究局) 科學家 Amalina Binta Ebrahim Attia 博士的的介紹，向讀者展示深受大家喜愛的新加坡景點，其背後的科學知識，並悠遊其中！使用書中搭配的擴增實境(AR)功能，可以觀賞Lina 博士所製作的影片，詳細介紹每個景點背後的科學奧秘！*本書互動功能需依書中說明下載APP(Snap Learn)後使用。Hello, little readers! Did you know that Science is everywhere, all around you? We can encounter and discover the wonders of Science unexpectedly as we walk around Singapore, so open your eyes and let's discover Science together! In this full-colour book, through an exciting combination of photography and illustration, A* Scientist Dr Amalina Binta Ebrahim Attia is going to show you the Science behind your favourite Singapore attractions and destinations for play and fun! So, are you ready to start? Let's Discover Science, Singapore!Use AR to access videos made by Dr Lina, where she further explains the science behind each attraction!

How scientists changed the world, one breakthrough at a time. From the discovery of fire and the invention of the wheel to lunar landings and atoms, this book tells the extraordinary story of science and how it changed our world--one breakthrough at a time. Find out how history's most ingenious and daring scientists solved mysteries that had puzzled the ancient world for millennia, triggering an age of discovery that gave us telescopes, flying machines, steam engines, antibiotics, electricity, radio, space travel, and computers. Discover the amazing men and women who challenged conventional thinking and put their lives at risk to learn about everything from planetary orbits and gold to germs, gunpowder and radioactivity. What's the Point of Science? explains in super-simple terms how science really works and why it brought the world out of the dark ages. It's packed with surprising facts, tales of ingenuity and endeavor, and beautiful hand-drawn illustrations that bring the human story

The elements of the periodic table come alive in the first book in a stellar nonfiction comic series illustrated by Shiho Pate!From oxygen to hydrogen, carbon to plutonium,Animated Science: Periodic Tablemakes chemistry come alive! In this book you'll meet the building blocks of you, the world, and the universe and see how they come together to make everything you see, do, and use every day.With a narrative nonfiction text, kid-friendly information, and Shiho Pate's engaging illustrations, Animated Science: Periodic Table is a perfect introduction and ready reference, appealing and laugh-out-loud funny. Easily accessible for readers just learning the elements, with more interesting facts and details for older kids honing their knowledge.Great for all ages!

Dive deep with Science Comics: Whales, a new and exciting volume of First Second's nonfiction graphic novel series!Every volume of Science Comics offers a complete introduction to a particular topic-d

'An astonishing science fiction phenomenon' WASHINGTON POST'I know nothing comparable to it except The Lord of the Rings' Arthur C Clarke'It is possible that Dune is even more relevant now than when i

彙整報表、分析資料、製作圖表……Excel是各行各業必備的工具，重複開啟資料、剪貼，耗時又耗能，學會Python，讓多份Excel資料交叉分析，一鍵自動化！★ 日本熱銷33,000冊★ 程式菜鳥也能迅速上手，表格自動化就交給Python，大大提升工作效率★ 行政人員、文書處理必學的工作書，讓你事半功倍如果你處理數據資料和報表的方式如下，必讀本書：．一個一個開啟報表，選取資料匯入總表，不斷重複相同動

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。 書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。本系列特點：˙生動的全彩漫畫將吸引所有小讀者，同時也包括那些原本對科學不感興趣的小朋友。˙涵蓋了多元主題，提供獨特兼具教育與娛樂的綜合性科學教材。˙本系列漫畫與科學雜誌不同，不根據各冊主題更改書中架構及視覺設計，其一致性的整體風格與內容架構，多年來深受市場肯定，並使讀者更能深入認識主題與有效地學習。˙擴增實境(VR)的加入增強書中的互動性和體驗元素，透過動畫、3D人物、遊戲化和測驗，讓這系列套書在市場上獨樹一幟，其教育價值吸引家長，並深受喜歡邊學習邊娛樂的孩子們的歡迎。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。 第二輯，共5冊：1. 了解事物運作的歷險記2. 偉大思想歷險記3. 與爬行動物和兩棲動物歷險記4. 與陸地動物的歷險記5. 自然奇觀歷險記The World of Science series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics enriched by Augmented Reality. All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds. In this set of five books, the titles are:Adventures with How Things WorkAdventures wit

《World of Science 科學世界》透過全彩的生動漫畫，激發孩子對科學主題的興趣。本套書涵蓋多元的科學主題，並符合亞太地區的劍橋小學課程大綱。 書中結合擴增實境(AR)增強學習的互動與體驗，書中生動的3D立體人物對話、動物叫聲、植物型態，加上遊戲及小測驗，讓家長與孩子一同享受邊遊戲邊學習的樂趣。本系列特點：˙生動的全彩漫畫將吸引所有小讀者，同時也包括那些原本對科學不感興趣的小朋友。˙涵蓋了多元主題，提供獨特兼具教育與娛樂的綜合性科學教材。˙本系列漫畫與科學雜誌不同，不根據各冊主題更改書中架構及視覺設計，其一致性的整體風格與內容架構，多年來深受市場肯定，並使讀者更能深入認識主題與有效地學習。˙擴增實境(VR)的加入增強書中的互動性和體驗元素，透過動畫、3D人物、遊戲化和測驗，讓這系列套書在市場上獨樹一幟，其教育價值吸引家長，並深受喜歡邊學習邊娛樂的孩子們的歡迎。*本書擴增實境(AR)互動功能，需依書中說明下載APP(Snap Learn)後使用。 第二輯，共5冊：1. 了解事物運作的歷險記2. 偉大思想歷險記3. 與爬行動物和兩棲動物歷險記4. 與陸地動物的歷險記5. 自然奇觀歷險記The World of Science series engages, educates and entertains children, imparting scientific facts, while nurturing the love of Science through dynamic, full-colour comics enriched by Augmented Reality. All topics covered are in line with the Singapore primary Science syllabus and the Cambridge primary Science curriculum, and also offer beyond-the-syllabus insights designed to stretch inquiring young minds. In this set of five books, the titles are:Adventures with How Things WorkAdventures wit

你絕對不能錯過的機器學習工具書！※揭開機器學習的神祕面紗，深入了解機器學習。※理論與實務兼具，詳細解說機器學習理論，搭配使用Python與Stata實作，架構完整。※內容與時俱進，理解當今機器學習的最新模型與技術。※隨書附贈範例資料檔光碟近年來，科技產業迅速發展，新技術不斷出現，人工智慧、機器學習、大數據、資料科學成為炙手可熱的話題。各個領域紛紛投入人工智慧與機器學習的研究及應用，但究竟什麼是人工

MATCHES THE LATEST EXAM Let us supplement your AP classroom experience with this easy-to-follow study guide The immensely popular 5 Steps to a 5: AP Computer Science A guide has been updated for the 2021-22 school year and now contains: 3 full-length practice exams that reflect the latest examComprehensive overview of the AP Computer Science A exam formatHundreds of practice exercises with thorough answer explanationsTwo full sections devoted to algorithm writing and two levels of sample questions for each Java concept (basic and advanced)Proven strategies specific to each section of the test

資料結構(Data Structures)是資訊學科的核心課程之一，也是基礎和必修的科目。本書確實闡述資料結構的重要主題，並以圖文並茂的方式表達，最能達到教學與學習事半功倍的效果。各章的每一小節幾乎都附有「練習題」，讓讀者能藉由測驗，評量自己對此節的了解程度；而書末亦附有這些練習題的參考解答。各章末再附上「動動腦時間」，這些題目取自歷屆的高考或研究所考試題目，或是筆者根據內文加以設計的題目，每道題

A new addition to the beloved and bestselling Baby Loves Political Science series This cute and clever introduction to political science and the US government is accurate and simple enough for baby. A

This book teaches children about the basic principles of science through 30 exciting experiments and crafts that can be done at home, using everyday objects and materials around you. Why do bubbles ho

Every volume of Science Comics offers a complete introduction to a particular topic – dinosaurs, coral reefs, the solar system, volcanoes, bats, flying machines, and more. These gorgeously illustrated

本書遵循專業考科「TQC+ 人工智慧：機器學習Python 3」技能規範架構撰寫，符合鑑定的命題趨勢。 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

1. 從基礎的電腦系統概念開始，循序漸進到完整的網路爬蟲應用，非常適合沒有程式設計經驗與想開始學習Python的讀者。2. 豐富實用的範例，搭配逐行的程式碼解說與執行結果，一步一步帶領讀者理解抽象的程式觀念與操作步驟。3. 精心編製的圖表、關鍵字、注意提醒、操作秘訣、以及章末的重點回顧，讓內容更容易理解，重點更清楚。4. 滄海書局網站提供本書完整的範例程式檔下載，方便讀者配合書本操作演練。5. 適量與難度適中的選擇題及實作題練習，幫助讀者溫習觀念和驗收學習成效。

From astronomy to zoology--500 amazing science facts for kids ages 9 to 12 Do you love dinosaurs and dolphins, mountains and meteors? The Fascinating Science Book for Kids has it all This fun facts book for kids includes 500 stupendous science facts that offer hours of learning for ages 9 to 12. Alongside full-color pictures on every page, you'll find weird and wonderful facts about topics like prehistoric life, the deep sea, weather, minerals, the human body, the solar system--and even your own backyard In this engaging book of facts for kids, you'll learn things like: Scientists have evidence that sometimes tiny diamonds fall from the sky on NEPTUNE. The GIANT SQUID has a brain shaped like a donut. Some BACTERIA species generate electricity when they breathe and can even power a battery. When you're looking for kids science books, The Fascinating Science Book for Kids is the perfect choice for both fun and learning.

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 wi

◆依據普通型高中12年國民基本教育課程綱要參考編撰。◆適用高中資訊科技加深加廣選修課程之教材。本書特色★以Python/C 程式語言，進行各個主題的實作，可彈性調整授課內容及進度。★易於操作的整合式開發環境，進行程式實作，強化程式設計思維邏輯。★內容深入淺出，適合高中職學生的學習程度。★內容配合標準授課時數，並提供教學簡報，每章節均提供課後練習題。

Kitchen Science Lab is a deluxe component and activity-filled science kit that builds on the brand's best-selling core category of delivering fun experiments to curious kids. Using common ingredients

Join the DATA Set on their outrageous adventures with this action-packed collection of books five through eight!DANGER! ACTION! TROUBLE! ADVENTURE!Meet Newtonburg Elementary’s whiz kids: Gabe, Laura,

It's time for the first science lab, and nobody can agree on an experiment. But why pick just one when Bear is around? Bears makes the best science buddies, and Bear proves it by helping each group us

『數學 ╳ 深度學習 ╳ Python 三效合一』深度學習用一句話就可以講完：『用訓練的方式找出一個數學函數，將輸入的資料映射到正確的答案』。重點就在於你如何找出那個對的數學函數！本書將深度學習的數學模型與運算式推導出來之後，還能實際執行 Python 程式幫助瞭解整個運算的過程。『打開機器學習的黑箱，才發現裏面全都是數學！』我們常在機器學習 / 深度學習的文章或書中看到線性迴歸、二元分類、多類別

Engage in the world around you with this lively and enlightening introduction to science. From materials, light and space to humans, animals and plants, this book covers an impressive range of topics

That's something to crow about! Learn all about these genius birds in Kyla Vanderklugt's Science Comics: Crows, the latest volume in First Second’s action-packed nonfiction graphic novel series for mi

從嬌小的南美山貓到威風的老虎，貓科家族真是百變又迷人！你將透過漫畫的形式認識這些行動靈巧、牙爪俱全的獵人們如何征服森林、高山、沙漠，甚至人類的客廳！這本書不只揭開家貓的祖先與演化，也告訴你牠們如何從野性十足變成撒嬌賣萌的日常夥伴。科學、歷史、生態與可愛並存，喜歡貓、也喜歡探究「為什麼」的大小讀者絕不能錯過！Every volume of Science Comics offers a complete introduction to a particular topic—dinosaurs, the solar system, robots, and more. 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 Science Comics: Cats, we meet feline friends from the tiniest kodkod to the biggest tiger, and find out what makes your neighborhood domestic cats so special. Equipped with teeth, claws, and camouflage to survive everywhere from deserts to mountaintops, how did these ferocious felines make the leap from predators to playmates... and are they even done leaping?

Plant remains can preserve a critical part of history of life on Earth. While telling the fascinating evolutionary story of plants and vegetation across the last 500 million years, this book also crucially offers non-specialists a practical guide to studying, dealing with and interpreting plant fossils. It shows how various techniques can be used to reveal the secrets of plant fossils and how to identify common types, such as compressions and impressions. Incorporating the concepts of evolutionary floras, this second edition includes revised data on all main plant groups, the latest approaches to naming plant fossils using fossil-taxa and techniques such as tomography. With extensive illustrations of plant fossils and living plants, the book encourages readers to think of fossils as once-living organisms. It is written for students on introductory or intermediate courses in palaeobotany, palaeontology, plant evolutionary biology and plant science, and for amateurs interested in studyin

車子怎麼跑起來的？油門踩下去後，裡面發生了什麼事？讀者將穿越汽車的發展歷史，從蒸汽車、內燃機，到電動車的崛起，一探汽車如何改變世界！這本圖像科普漫畫不僅拆解汽車構造，也揭開動力來源的祕密，像是汽油如何燃燒驅動活塞，或電池怎麼轉換成能量驅動馬達。知識點豐富，畫風生動，滿足讀者的好奇心！Every volume of Science Comics offers a complete introduction to a particular topic—dinosaurs, the solar system, robots, and more. 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 Science Comics: Cars, you'll learn where cars came from and how they work. When you pop the hood, what are you looking at? How does gasoline—or electric batteries, or even steam—make a car move? Rev up your motor and take look at the combustible history of the automobile and its explosive effects on our modern lives.

It’s mayhem at the science fair! A squishy goo monster is a challenge for the Princess in Black — but luckily some science-loving princesses are on hand to help.Princess Magnolia is excited. Excited a

This lively introduction to the fascinating world of science explores the different kinds of science, what scientists do, and the amazing things that scientists study: animals and plants; oceans and s

本書以條列式介紹常用的 python 語法，避免冗長文字陳述，使你能快速抓住重點，縮短語法學習的時間，即使重新閱讀時也能很快回復記憶。然而，程式語法不等於程式設計，撰寫程式首先要有明確的解題步驟，才能由之轉為程式碼。若沒有解題步驟，縱使有滿肚子的程式語法，也無法完成程式設計。程式設計之所以讓許多人學而無功，往往是因為忘了在程式設計過程中利用數學。許多程式問題表面上看不到數學，但並不表示數學不存在，

With Science Comics, you can explore the depths of the ocean, the farthest reaches of space, and everything in between! These gorgeously illustrated graphic novels offer wildly entertaining views of t