Python data science essentials

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，

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

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

Now in its fifth edition, this invaluable handbook provides a complete guide to the practical application of data protection law. It is fully updated and expanded to include coverage of significant de

From Mary Shelley to H.G. Wells, a collection of the best Victorian science fiction from Michael Sims, the editor of Dracula's Guest.Long before 1984, Star Wars, or The Hunger Games, Victorian authors

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 g

Become an expert on the stars in the sky with this fact-tastic nonfiction Level 3 Ready-to-Read, part of a series about the science of fun stuff!Did you know that comets are sometimes called “hairy st

'stunning...succeeds in exploring complex topics in an exciting and visually accessible way' Born to Engineer 'smart writing and wonderful illustrations' How it Works Plunge into the world of science

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品名 : Data Line PP強力夾/右上 F透明材質：聚丙烯、鐵、紙規格：315x240x20mm(測量有±2cm誤差值)數量：1入產地：台灣保存期限：妥善保存無期限適用年齡：六歲以上用途：收納資料使用特性：●強力夾設計，文件不易脫落●收納資料、報表，好方便 ●文件不需經過打孔，立即收納●可依不同顏色，作檔案分類管理使用方法：拆封即可使用注意事項：●請勿放置於潮濕處或高溫日照下●

Improve students' critical-thinking skills in grades K-12 using high-interest science content. This classroom resource provides leveled text-dependent questions to support students as they closely exa

Get ready to explore the depths of the ocean, the farthest reaches of space, and everything in between! Volcanic eruptions, vampire bats, feathered velociraptors, and more await you in SCIENCE COMICS.

An exciting book for all middle schoolers (6th-8th grade) who wish they had taken better notes in science class or just want to jump to the head of the class. Each Big Fat Notebook is like getting to

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●　Panel-data迴歸是大量應用於經濟、統計、社會和醫學領域的熱門分析工具，研究者不可不學。●　本書內容結合「理論、方法、統計」，幫助您正確、精準處理Panel-data迴歸模型。●　完整剖析各項統計分析技巧，模型建立好簡單，迅速提升研究力！●　圖解操作流程，跟著老師的指示，無痛學習STATA指令功能。●　本書範例結合光碟檔案學習，帶領讀者熟悉軟體及統計觀念，一步一步深入分析。 要

你知道珊瑚其實是動物嗎？本書帶你潛入五彩繽紛的海底世界，揭開珊瑚礁的生物祕密與生態奧妙！從珊瑚的生活方式、共生關係到它們如何維持整個海洋的健康系統，用圖像漫畫講得既清楚又爆笑。讓讀者一窺珊瑚礁的奇妙世界：牠們如何形成、與誰共生、為什麼這麼重要。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 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!This volume: in Coral Reefs, we learn all about these tiny, adorable sea animals! This absorbing look at ocean science covers the biology of coral reefs as well as their ecological importance. Nonfiction comics genius Maris Wicks brings to bear her signature combination of hardcore cuteness and in-depth science.

"Discusses the science of gymnastics, using biology, physics and engineering"--

This series of books uses a fun and novel way to teach children the fundamentals of music theory. Games and stickers are used to introduce all of the essentials such as staves, clefs, note identificat

An engaging and accessible introduction with information on exactly 100 science topics that will fascinate and inspire children - and adults too. Packed with facts and colourful infographics on both familiar and less familiar topics from the Earth's magnetic poles to spider venom and black holes. A brilliant and wide-ranging introduction to an important school subject - and essential for general knowledge too. Includes internet links to specially selected websites where readers can discover even more surprising science facts.Ideal for fact loving readers aged 8+.Each book in this best-selling, award-winning series presents 100 bite-sized topics, with bold, graphic illustrations and clear text. Perfect for dipping in and out of, and for sharing with family and friends.

Fact-filled, fun-filled, as interesting to parents as it is to kids, the How Come? series is the trusted source for lively, clear answers to kids’ science queries. Now the best questions and answers f

What have we not done to live forever? Adam Leith Gollner, the critically acclaimed author of The Fruit Hunters, weaves together religion, science, and mythology in a gripping exploration of the most

A spirited volume on the great adventures of science throughout history, for curious readers of all agesScience is fantastic. It tells us about the infinite reaches of space, the tiniest living organism, the human body, the history of Earth. People have always been doing science because they have always wanted to make sense of the world and harness its power. From ancient Greek philosophers through Einstein and Watson and Crick to the computer-assisted scientists of today, men and women have wondered, examined, experimented, calculated, and sometimes made discoveries so earthshaking that people understood the world-or themselves-in an entirely new way.This inviting book tells a great adventure story: the history of science. It takes readers to the stars through the telescope, as the sun replaces the earth at the center of our universe. It delves beneath the surface of the planet, charts the evolution of chemistry's periodic table, introduces the physics that explain electricity, gravit

Identifies, for the first time, a 'provincial' variant Enlightenment in the West Midlands with Birmingham and the science activities of the Lunar Society as its focal point. Contains a great deal of n

*]:pointer-events-auto [content-visibility:auto] supports-[content-visibility:auto]:[contain-intrinsic-size:auto_100lvh] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]" data-turn="assistant" data-scroll-anchor="true" data-testid="conversation-turn-2" data-turn-id="08e15aa8-b8fe-43cf-b1fa-9a449b32d719">Play the hits that rocked the Billboard charts from 2000 to 2010!This exclusive sheet music collection features dozens of No. 1 hits and piano-friendly chart singles that are a pleasure to play. Each piano arrangement accurately depicts the original hit recording, with guitar chords, lyrics, and vocal melodies included—perfect for fellow music makers to play and sing along.Spanning a decade of unforgettable pop, rock, and contemporary classics, this collection captures the soundtracks of a generation, from emotional ballads to anthems that defined the charts.Titles Included21 Guns (Green Day)Airplanes (B.o.B. featuring Hayley Williams of Paramore)Apologize (Timbaland fe

Help your grade 5 students explore standards-based science concepts and vocabulary using 150 daily lessons! Vocabulary practice, hands-on activities, and comprehension tests provide everything you nee

Using a unique multimedia format for learning the fundamentals of data structures and algorithms, this conceptually elegant and innovative text incorporates the object-oriented design paradigm with Ja

This book is designed to enable non-native English speakers to write science research for publication in English. It is a practical, user-friendly book intended as a fast, do-it-yourself guide for th

Help your grade 2 students explore standards-based science concepts and vocabulary using 150 daily lessons! Vocabulary practice, hands-on activities, and comprehension tests provide everything you nee

Fast, focused lessons for when you need to learn the essentials of a new language--today!While preparing for a trip abroad, you are more likely worried about hotel reservations and getting your . pass

Fast, focused lessons for when you need to learn the essentials of a new language--today!While preparing for a trip abroad, you are more likely worried about hotel reservations and getting your . pass

In this wide-ranging and stimulating book, a leading authority on the history of medicine and science presents convincing evidence that Dutch commerce—not religion—inspired the rise of sc

How to Score reveals the secret science that lies behind "the beautiful game."? From international team formations to the psychology of the pitch and the changing room, Ken Bray describes the influenc

Nonfiction Reading Comprehension Science, Grade 5 by Foster, Ruth. Published by Teacher Created Resources,2007, Binding: Paperback

Fabulous flap book that demonstrates basic scientific ideas in a simple and engaging way.Each double page shows key ideas from a different branch of science, including astronomy, ecology, chemistry an

Completed shortly before his death, this is the last work of science from the most celebrated popular science writer in the world. In characteristic form, Gould weaves the ideas of some of Western s

Providing new insight on the intellectual and cultural dimensions of the Cold War, Michael Latham reveals how social science theory helped shape American foreign policy during the Kennedy administrati

Dive into the fascinating world of science with the "Horrible Science" collection by Nick Arnold, a thrilling series that blends humor, curiosity, and educational insights to make learning an unforgettable adventure. This captivating 10-book set invites young readers to explore the weird, wacky, and sometimes downright disgusting aspects of the natural world, uncovering the secrets behind everything from microscopic monsters to shocking electricity.Titles in this Set:The Terrible TruthPainful PoisonAngry AnimalEvolve or DieUgly BugFatal ForcesShocking ElectricityMicroscopic MonsterSounds DreadfulKiller EnergyDescription In "The Terrible Truth," readers will discover the science behind some of the most gruesome historical events, while "Painful Poison" delves into the deadly substances lurking in nature and their surprising uses. "Angry Animals" introduces the wild side of the animal kingdom, exploring the bizarre behaviors and survival tactics of creatures big and small.Prepare to witn

演算法圖解原理 x Python實作 x 創意應用王者歸來(全彩印刷)☆☆好評熱銷再上市☆☆本書內容★★★★★【國內第1本演算法 + 創意實作】★★★★★★★★★★【彩色圖解演算法】【Python創意程式】★★★★★★★★★★【約700張彩色圖片+ 296個創意應用】★★★★★這是一本使用Python從零開始指導讀者的演算法入門書籍，閱讀本書內容，讀者可以學會下列知識的創意與潛在應用：◎演算法基本觀念　★ 主要內容：時間複雜度、空間複雜度　☆ 創意應用：一個要計算8411億年的程式◎陣列與鏈結串列　★主要內容：陣列、單向(雙向)鏈結串列、循環鏈結串列　☆創意應用：客戶資料管理、庫存管理系統、瀏覽器歷史記錄管理系統、音樂播放管理、醫療排隊系統◎佇列(Queue)　★主要內容：插入、讀取、串列模擬佇列　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎堆疊(Stack)　★主要內容：堆入push、取出pop、認識堆別在函數呼叫的角色　☆創意應用：模擬銀行排隊系統、生產者 - 消費者、網路封包處理、網站爬蟲的URL管理◎二元樹(Binary Tree)　★主要內容：建立、讀取、前序(中序與後序)遍歷二元樹　☆創意應用：表達式樹、家譜樹、網頁導航樹、遊戲AI決策樹◎堆積樹(Heap Tree)　★主要內容：建立、取出、刪除、最小(最大)堆積樹　☆創意應用：線上遊戲得分排行榜、物流中心的貨物調度、醫院緊急情況處理系統、電商平台推薦系統設計、多任務處理最短作業優先調度◎雜湊表(Hash Table)　★主要內容：雜湊表與陣列、效能分析、模組　☆創意應用：電影評分系統、電子郵件垃圾過濾器、社交媒體標籤系統、網頁瀏覽記錄、簡單的快取系統◎排序　★主要內容：泡沫、雞尾酒、選擇、插入、堆積樹、快速與合併排序　☆創意應用：社交媒體貼文按讚數排序、任務排序、KTV點播次數排序、影評排序、旅館價位排序◎數據搜尋　★主要內容：順序、二分搜尋、搜尋最大值　☆創意應用：順序搜尋商品庫存、二分搜尋法查詢書籍、順序搜尋電子郵件黑名單、書籍搜尋使用二分搜尋法◎回溯演算法　★主要內容：走迷宮、迷宮設計與堆疊　☆創意應用：排列組合、密碼生成、圖的著色、任務分配、走迷宮◎從遞迴看經典演算法　★主要內容：河內塔、八皇后、碎形、VLSI設計費波納契數列　☆創意應用：費波納契數列

⊙循序漸進紮實基礎：從核心概念出發，涵蓋監督式、非監督式與強化學習，並提供關鍵的數學推導（如梯度下降、線性代數），以建立深厚的機器學習底層邏輯。⊙經典演算法至深度學習全解析：並重經典迴歸、決策樹與SVM，並深度拆解CNN、RNN、LSTM及當前主流的Transformer架構，接軌AI業界最熱門的技術核心。⊙Python實作與全生命週期導引：搭配主流程式碼與Kaggle真實數據集，完整走過資料清洗、特徵工程到模型評估的專案流程，同時深入探討AI倫理與模型可解釋性。本書兼具理論知識的傳授與實務應用能力的培養。全書以核心概念紮實基礎，並輔以數學直覺和必要的推導（如梯度下降、機率論、線性代數）說明，內容涵蓋廣泛，從經典迴歸模型到現代深度學習的熱門應用――CNN、RNN及領先時代的Transformer架構，均有深入淺出的探討。實務操作以Python程式碼應用為重點，搭配Scikit-learn、TensorFlow與PyTorch等函式庫，完整拆解從資料清洗、特徵工程到模型評估的「專案全生命週期」。透過Kaggle等真實數據集的實戰演練，讀者將可親手實作圖像分類與自然語言處理等案例。此外，本書更具備前瞻性的倫理視角，深入討論數據偏見與模型可解釋性，讓讀者對機器學習概念、方法與實踐能有全面的理解。