Modeling and Simulation in Python

本書是《Deep Learning : 用Python進行深度學習的基礎理論實作》的續篇，將延續上一本書，繼續介紹與深度學習有關的技術。本書尤其偏重在自然語言處理及時間序列資料處理上，使用深度學習，挑戰各式各樣的問題。和上一本著作一樣，以「從零開始建構」為概念，詳盡介紹與深度學習有關的先進技術。 簡單來說，自然語言處理是指，讓電腦瞭解我們平常說話內容的技術。事實上，這種自然語言處理技術已經大大改變

台灣坊間有關「兵棋推演」的活動，從政府到民間各界，相當「多元化」與「多樣化」。然而，坊間有關此方面的專業書籍相當有限。面對傳統與非傳統安全威脅，建立平時因應的「標準作業程序」（SOP）、一套可以驗證的「模式模擬」（simulation model）與「未來策略規劃」（future policy planning），讓整體決策品質產出，不僅屬於一種快速的「本能反應」，也是一種最適合「選擇反應」的自然

●一本學通！當代量化研究的主要統計方法學典範：結構方程模型（SEM）。●扎實的統計方法說明，並提供不同情境的實證分析範例。●圖片詳解操作流程，無痛學習地表最強統計軟體──Stata。●本書範例檔案建議使用Stata 13或更新版本執行。◎隨書附贈資料檔光碟 結構方程模型（structural equation modeling, SEM）是一種結合路徑分析（path analysis

Understanding critical rail vehicle design issues and associated dynamic responses is fundamental to guarantee safe and cost-effective operations of modern railways. With the increasing demands for sa

Facts and photos provide a contrast between alligator and phythons, comparing their sizes, brain structures, and abilities.Series Information In this innovative science series from favorite nonfiction

第一章　MoldflowPlasticsInsight簡介 第二章　塑膠模具射出成型知識 第三章　MoldflowMPI的操作介面 第四章　File指令介紹 第五章　Edit指令介紹 第六章　View指令介紹 第七章　Modeling指令介紹 第八章　Mesh指令介紹 第九章　Analysis指令介紹 第十章　Results指令介紹.....

Ari Avatar is just your average Roblox kid living in a blocky world! Battle monsters and avoid disasters in a Roblox world -- all through the eyes of Ari and his friends. Diary of a Roblox Pro is a must-read for any kid who loves to game!When Ari, Jez and Zeke visit the army base with Zeke's dad, they find themselves in Professor Gilford's laboratory once again. But when a certain sneaky rat activates one of the inventions, the gang ends up in an unexpected location... the rat's own cage! Now Ari and his friends are shrunk, scared, and trapped! Can they find a way out and survive the rat attack?

Junior Library Guild Gold Standard Selection A Level 1 I Can Read for kids who love farms, food, and the environment as well as any child interested in the many careers in agriculture. Visit the State Fair with Dad and his daughter, and get to know all the different kinds of farmers along the way in this Level 1 I Can Read My Community book ideal for early readers learning to sound out words and sentences.Find out more about the community helpers who do so much for us in this tenth book in the I Can Read My Community series full of characters who are diverse in terms of gender, race, age, and body type. Whether shared at home or in a classroom, the short sentences, familiar words, and simple concepts of Level One I Can Reads support success for children eager to start reading on their own.Meet these farmers: - Grain farmer- Vegetable farmer- Fruit farmer- Rancher- Dairy farmer- Chicken farmer- Sheep farmer- Llama farmer- Beekeeper- Fish farmer- Tree farmer- Flower farmer- Herb farmer

Embark on a literary odyssey through ancient Greece in this stunning compilation of Homer's iconic epics, the Iliad and the Odyssey. This elegant addition to the Timeless Classics series features the complete and unabridged version of Homer's epic poems. In the Iliad, witness the ravages of the Trojan War as gods and mortals clash in a tale of honor, heroism, and the consequences of unchecked pride. Then journey alongside Odysseus in the Odyssey, as he voyages home, battling mythical creatures and evading vengeful gods along the way. These classics of ancient literature capture the essence of the human experience, exploring themes of love, loss, destiny, and the indomitable human spirit. Filled with iconic heroes, unforgettable gods, and legendary battles, Homer's poems offer gripping narratives of honor, courage, and sacrifice. Fans of Greek mythology and classical literature will fall in love with this stunning hardcover edition, featuring gorgeous foil cover detail, decorative endpa

只要看看資料，就能預測未來？時間序列分析，讓數據告訴你答案。銷售額為什麼忽高忽低？廣告真的有效，還是只是運氣好？預算該怎麼分配，才能帶來最大的成效？這些問題，其實都藏在「隨時間變化的資料」之中★東大專家親授！第一本專為「商務實戰」打造的時序分析漫畫教程。★拒絕死背公式！從 ARIMA 模型到 mROI 評估，看漫畫就能學會預測未來的技術。從基礎觀念到 ARIMA、預測建模一次學會銷售分析、廣告成效評估與預算最佳化Python 實作 × 商務情境 × 圖像化解說「數據真的能預測未來嗎？」家電大廠資料分析師帶你從零開始，把冰冷數據變成獲利決策！銷售額增減、庫存變動、廣告成效……我們的身邊充滿了「隨時間變化」的資料，但你懂得如何利用它們嗎？ 時間序列分析，常被認為是困難又抽象的統計領域，但其實，它正是解決現代商務問題的關鍵工具本書透過有趣的家電大廠漫畫故事，帶領讀者深入淺出地掌握「時間序列分析」，從最基礎的圖表化觀察，到進階的 ARIMA 模型建立，甚至連業界最關心的「廣告延續效應」與「預算分配最佳化」都一次講清楚！【本書特色】•掌握趨勢： 拆解數據中的季節性與趨勢，不再被短期波動誤導。•精準預測： 運用過往資料建模，科學化預測未來銷售走向。•廣告優化： 分析不同媒介的廣告貢獻度，找出最佳投放時機與預算比例。•完整實務流程：從資料觀察 → 建模 → 驗證 → 預測 → 最佳化，讓理論直接轉化為工作生產力。•視覺化圖解： 複雜的迴歸與建模過程轉化為圖表，用圖表與插圖理解趨勢、季節性與模型概念，一眼掌握性質與重點。•商務導向： 內容涵蓋廣告成效驗證、因果推論與預算最佳化，聚焦銷售，極具商務價值。•學習檢測： 每一章結尾設有重點延伸說明，且附完整 Notebook 與資料檔，可直接動手實作，引導你從初學者走向中級。•名師加持： 專家級作者親力親為，細緻講解如何深入挖掘數據價值。數據分析真的能改善現況嗎？這是一本為「想解決問題的人」寫的書！很多人看到「時間序列分析」就聯想到複雜的微積分與統計術語，因而望而卻步。《圖解時間序列分析》是一本專為不擅長數學、卻想把資料分析用在實務中的讀者所寫的入門到應用書籍。透過漫畫故事與大量圖解，帶你一步步理解時間序列分析的核心概念，並實際應用在銷售分析、廣告成效評估、未來預測與廣告預算最佳化等真實商務場景本書透過圖解＋漫畫＋Python 實作的方式

The sixth magical book in the sparkling unicorn-adventure series. It's the day of the Magical Unicorn Show and Claudia is excited to watch Chai and the other unicorns perform. But - oh no! - she and her friends have missed the flying bus! How will they ever get there in time? Find out in this whizzy airborne adventure, filled with unicorn acrobatics, sparkling skies, and zooming skates.

Build your awesome Dragon Jay LEGO® minifigure and arm him with his katana, before using him to help you with the activities and adventures in this super LEGO NINJAGO® puzzle book.Build your awesome Dragon Jay LEGO® minifigure and arm him with his katana, before using him to help you with the activities and adventures in this super LEGO NINJAGO® puzzle book.Build your awesome Dragon Jay LEGO® minifigure and arm him with his katana, before using him to help you with the activities and adventures in this super LEGO NINJAGO® puzzle book.In this action-packed Bricktivity book, you can use your minifigure on the page, completing the puzzles and joining in with the imaginative play ideas.Find out all about Jay’s life in the Ninjago world, before colouring in pictures, spotting differences and making your way through mazes. Help Jay piece together his fuzzy memories, complete a game of Galamorph X-Post, design your own dragon mask and loads more. There’s even a story to complete, two comics t

An jam-packed Bluey birthday sticker activity book!HIP, HIP, HOORAY! It's time for birthday celebrations!Play pass the parcel, decorate a duck cake and make bracelets with Bluey and Bingo in this birthday sticker activity book! It's jam-packed with activities including spot the difference, dot to dot and lots of colouring in to keep the biggest Bluey fans entertained. With over 100 stickers included, this activity book is the perfect birthday gift!Happy Birthday!Don’t miss these other awesome Bluey books:Bluey: Bluey and Bingo’s Fancy Restaurant CookbookBluey: Family and Friends Colouring in Sticker BookBluey: How to DrawBluey is an Emmy award-winning Australian children's television programme following the adventures of a loveable six-year-old Blue Heeler Puppy, Bluey and her family. It’s currently showing on Disney+, BBC iPlayer and CBeebies in the UK. Bluey enjoys exploring the world and using her imagination to turn everyday life into an amazing adventure. Join Bluey in this fun co

The American who opened women's higher education in KoreaLulu E. Frey served in Korea for the Woman's Foreign Missionary Society of the Methodist Episcopal Church beginning in 1893. She became a teacher and later principal at Ewha, the country's first girls' school. There, Christian principles were taught along with academic subjects, hygiene, and the sanctity of the woman-centered domestic sphere. The precepts of evangelical Christianity merged with seemingly liberating ideals of modernity. In 1910, the year Japan officially annexed Korea, Frey established Ewha's college program. Many of the young women who studied at Ewha became the first female teachers, nurses, and doctors in Korea and joined a rising cohort of "New Women" across East Asia.These previously unpublished letters offer intimate insight into the work of running, expanding, and raising funds for a school during the political turmoil and wars that marked the end of the Joseon Dynasty, the short-lived Korean Empire, and th

"《生成式AI × 穩健提示爬蟲技術 I》數據抓取篇★從Colab、Anaconda 到 Jupyter Kernel，一步步把 Python 環境建好、跑起來。★用Pandas × PyArrow × Polars，把資料整理做得更快、更穩，也更貼近實務。★透過提示工程和情境工程，讓 ChatGPT、Claude 成為你的程式開發夥伴。★結合Perplexity Comet＋爬蟲＋寄信＋行事曆，把資訊蒐集到自動化流程一次串起。★多模態OCR × Gemini和Groq API，把圖片文字直接變成可分析的結構化資料。你學過Python，卻常卡在「環境裝不好、資料處理很慢、爬蟲一下就被擋、AI 工具只會聊天」嗎？本書以「做得出成果」為主軸，帶你從 Google Colab、Anaconda、Jupyter Notebook 與 Kernel 建置開始，快速建立穩定、可重現的開發環境。接著用 Pandas 打底，涵蓋多欄多列取值、資料框合併、字串提取與條件篩選，並延伸到 PyArrow 與 Polars，讓你面對較大的資料量也能跑得快、跑得順。更關鍵的是，本書把提示工程與情境工程結合「直覺式開發」：教你如何用 ChatGPT和Claude 協作寫程式、除錯；再搭配 Perplexity Comet 進行摘要與探勘，串接 Gmail、Google 行事曆、SMTP、Resend 寄信，打造可實際應用的自動化資訊流程。最後以多模態 API（Gemini、Groq）＋中文 OCR（PaddleOCR、EasyOCR）＋爬蟲實戰進行總結，範例涵蓋電商、股價、ESG、重大訊息、交易指標等案例，並附上Gemini AI 教育版證照準備重點，適合資料分析初學者、稽核、採購、研究人員、跨域工作者，以及想把 AI 變成生產力的人。專業推薦崑山科技大學 電機工程系系主任─林俊良 博士住宅消保會創會理事長─吳翃毅博士錸成科技有限公司執行長、嘉南藥理大學兼任助理教授─凃春愛 博士伽碩職訓中心執行長─郭明洽昱創企管顧問有限公司總經理─裴有恆元大銀行系統開發部專業副理─陳尚瑋極策網路行銷有限公司總經理、崑山科技大學房地產開發與管理系講師─蔡宗甫"

Their marriage has just become official, but In廥 has no intention of making it last forever. The manhwa adaptation of CHACHA KIM'S webnovel is now available in English print for the first time. Wedding bells are ringing, and In廥 Valeztena and C嫫cel Escalante are finally married. In廥 is a shockingly radiant bride, and the nobles who once scorned her now see her in a different light--including C嫫cel, who feels unsettled by all the attention on his dazzling new wife. But on the inside, In廥 remains determined to ultimately unravel this marriage and gain the freedom she could never obtain in her previous lives. The newlyweds begin their life together in Calztela, where C嫫cel is on military duty. The quaint coastal city may seem like a perfect honeymoon destination, but it also holds haunting memories from In廥's prior life. As she works to untangle herself from the past and keep her meticulous plans for the future in motion, In廥 finds that C嫫cel might make things more difficult than she expe

https://youtu.be/9E_99Kmgdj0☆★☆好評熱銷再上市☆★☆【書籍特點】● x86組合語言基礎知識，通用暫存器、常用指令，記憶體分頁● 指標的實現原理，指標組成、相關操作，以及Go語言的unsafe套件等。● 函數、堆疊框佈局、呼叫約定、變數逃逸、Function Value、閉包、defer和panic● 方法，實現原理，接收者類型、Method Value和組合式繼承● 介面，Go語言動態特性，括裝箱、方法集、動態派發、類型斷言、類型系統和反射● goroutine實現，GMP模型、goroutine的建立與退出、排程迴圈、先佔式排程、timer、netpoller和監控執行緒● 同步，記憶體亂數、原子指令、自旋鎖、runtime互斥鎖和訊號量、ync.Mutex、hannel● 堆積記憶體管理，heapArena、mspan，mallocgc函數、C的三色抽象、寫入屏障● 堆疊記憶體管理，goroutine堆疊的分配、增長、收縮和釋放【內容簡介】想要有C語言的高速和Python的便利性嗎？Go是最棒的選擇，Go語言在語言層面上支援程式碼協同（goroutine）和通道（channel），這使得併發程式設計變得非常簡單和高效。在多核CPU時代，高效的併發程式設計已經成為軟體開發的必備技能之一。此外Go語言的語法設計簡單清晰，注重可讀性和簡潔性，使得初學者能夠快速入門。Go語言的標準函數庫提供了豐富的功能，可以直接使用，避免了一些繁瑣的工作。另外在跨平臺支援方面，Go語言的編譯器可以將程式編譯成機器碼，支援跨平臺編譯，可以在不同的作業系統和硬體平臺上運行，這對於開發跨平臺應用程式非常有幫助。Go最有名的就是其高性能。Go語言的編譯速度非常快，生成的二進位檔案也很小，運行速度也非常快。Go語言在一些性能要求較高的應用領域，如Web服務、巨量資料處理、容器等方面表現出色。另外其開發效率高，Go語言在一些方面與Python、Ruby等動態語言相似，但又具有靜態語言的優點。Go語言的編譯器能夠在編譯期間捕捉一些錯誤，這使得程式的穩固性更高。同時，Go語言的工具鏈非常完善，如go fmt、go vet等工具可以幫助開發者規範程式，提高開發效率。

☆★☆好評熱銷再上市☆★☆★打不過AI就加入他！建立自己的GPT產品★手刻ChatGPT從NLP基礎開始★PyTorch親手打造RNN、LSTM、GRU、BERT、GPT★Attention、Transformer詳解★用GPT做出自動詩詞創作平台全書分為4篇：「自然語言處理基礎篇」、「PyTorch入門篇」、「用PyTorch完成自然語言處理任務篇」和「實戰篇」。第1篇包含自然語言處理的背景知識、常用的開放資源、架設Python環境以及使用Python完成自然語言處理的基礎任務。第2篇包含PyTorch環境設定和PyTorch的基本使用，以及機器學習的一些基本原理和工作方法。第3篇介紹如何使用PyTorch完成自然語言處理任務，各介紹一種模型，包括分詞(又稱斷詞)、RNN、詞嵌入、Seq2seq、注意力機制、Transformer、預訓練語言模型。第4篇是實戰篇，第分別講解自然語言理解的任務和自然語言生成的任務，即「中文地址解析」和「詩句補充」。這兩個任務綜合了前面各章的知識，並展示了從資料下載、處理、模型到使用者互動介面開發的全部流程。從入門到專案實戰，打下你在NLP這一門最紅技術上的紮實基礎。? 目標讀者■有一定程式設計基礎的電腦同好。■希望學習機器學習和自然語言處理的人。■電腦及其相關專業的學生。■對自然語言處理領域感興趣的研究者。■對自然語言處理感興趣並樂於實踐的人。

A spellbinding story about a little girl, the sea and a seemingly fierce creature in need of her help – perfect for fans of Benji Davies' The Storm Whale.My toes hunt for grooves in the rock. And then ... I see her. While searching for wonders in the rockpools, a little girl discovers a silver shark, stranded in the shallows – sleek and quick, but still just a baby. The sun is high and the tide is out: how will the shark find its way home? Drawing on family memories of life in Barbados, award-winning author Mariesa Dulak and bestselling artist Alea Marley have woven together a spellbindingly beautiful story about our connections to the sea, and what we owe other living creatures.

Meet Suki Cat - an adorable preschool character starring in a series of action-packed stories with easy-to-use sliders!Who will Suki be today? Peek inside the box and play! Toddlers will love discovering who Suki Cat will become at the start of each story, before joining in with her dressing-up adventure - where she always saves the day!In Baker, Suki Cat puts on her hat and apron ready to make a birthday feast! But when her friend Otto trips up and drops the birthday cake, will Suki be able to help?From astronaut to dinosaur, this interactive series of vibrant board books with robust mechanisms is perfect for developing motor skills and inspiring imaginative play.Toddlers will enjoy pushing, pulling and turning the chunky sliders to take part in the story and bring the action to life! The narrative-driven, rhyming text is perfect for reading aloud to help build book confidence and engagement, while the high level of interaction develops gross and fine motor skills.Other titles in the

Hansel and Gretel are lost in the woods, and here comes Cleo to save the day. ZIP and BOOM and FLASH and KAZAM! But even Cleo can’t resist taking a nibble (or two!) of the witch’s delicious cottage, and suddenly they’re all trapped in a cage and about to be baked in the oven! Can Cleo put things right and get back home in time for her bedtime story?

「這本書正是我當年提出『資料科學家』這個職稱時，所希望能擁有的一本書。如果您希望投身資料科學╱工程、人工智慧，或機器學習領域，就該從這裡開始。」 ── DJ Patil 博士，美國首任首席資料科學家 身為一位有志成為資料科學家的讀者，能夠理解各類組織為何仰賴資料來做出關鍵決策──無論是公司在設計網站、還是市政府在改善公共服務，或者是科學家在致力於阻止疾病擴散。而您也希望具備將雜亂資料整理為可行洞見的能力。我們將這整個過程稱為「資料科學生命週期」：也就是從資料的收集、整理、分析，到導出結論的完整流程。 本書是第一本涵蓋程式設計與統計兩大基礎技能、並貫穿整個資料科學生命週期的書籍。本書的對象包括希望成為資料科學家的人、與資料科學家共事的專業人士，以及希望跨越「技術╱非技術」界線的資料分析師。只要具備基本的 Python 程式設計知識，便可學習如何透過業界標準工具（如 pandas）來處理資料： ．將感興趣的問題精煉為可透過資料探究的研究問題 ．執行資料蒐集，其中可能涉及文字處理、網頁爬蟲等技術 ．透過資料清理、探索與視覺化，萃取出有價值的洞見 ．學會使用建模來描述資料特性 ．推廣研究結果，進行超出資料本身的推論

Liv Livingston and her friends are off to a weekend camp retreat in book six of the Spirited graphic chapter book series. Liv Livingston packs for a supernatural weekend getaway at the lake! The van Pires have invited her and Howl to the lake home for campfires, swimming, and spooky tales of what lurks in the forest outside of town. But nothing is ever that simple in the ghostly town of Gloomsdale. Strange footprints surround their campsite. And the lake shifts and bubbles, as if something dwells underneath...ready to surface.

The first title in an exciting new search-and-find series that blends history with fantasyCross the moat, pass through the gatehouse, and dodge flying arrows as you journey back in time on a search-and-find history adventure!Blaze the Dragon guides you through the fascinating world of medieval times—where lords, ladies, and even wizards roam. Discover how castles were built, how knights fought, and the secrets of magic and medicine.From the grand fortress of Dragon Castle to the bustling castle kitchens, the dark dungeon, and beyond the castle walls to noble hunting grounds, there are 12 illustrated scenes to search and 10 medieval characters to spot in every location.Written by a real castle steward and told by a real dragon, this book will spark curiosity in the youngest squires.

本套書包含以下10本--Narwhal: Unicorn of the SeaNarwhal is a happy-go-lucky narwhal. Jelly is a no-nonsense jellyfish. The two might not have a lot in common, but they do they love waffles, parties and adventures. Join Narwhal and Jelly as they discover the whole wide ocean together.Super Narwhal and Jelly JoltHappy-go-lucky Narwhal and no-nonsense Jelly find their inner superheroes in three new under-the-sea adventures. In the first story, Narwhal’s superhero alter-ego is revealed, and Narwhal enlists Jelly to help figure out what their superpower is. Next, Narwhal helps a friend find his way back home. In the third story, Jelly is feeling blue and Narwhal comes to the rescue. Ben Clanton showcases the joys of friendship and the power of believing in yourself and others through this irresistible duo.Peanut Butter and JellyNarwhal and Jelly are back and Narwhal has a new obsession . . . peanut butter! Narwhal is so obsessed they even want to change their name to . . . that's right . . . Peanut

本書精選IOI、NOIP、USACO、CCC、CCO、ICPC、DWITE等競賽中28個富有趣味與挑戰性的算法競賽題，採用“問題描述 – 輸入 – 輸出 – 解決方案”的結構，引導讀者在實戰中培養算法思維，牢固掌握數據結構與算法的核心知識。全書共分10章，涵蓋哈希表、樹與遞歸、記憶化與動態規劃、圖與廣度優先搜索、加權圖中的最短路徑、二分搜索、堆與線段樹、並查集以及隨機化算法等主題。所有示例均用C語言實現，但無論你使用C++、Java還是Python，都能輕鬆理解並遷移所學思想與方法。

Join Bluey and Bingo in this push-and-pull book and help them find all the critters! From witchetty grubs to butterflies, this interactive format is perfect for little Bluey fans. Slide the scroll bar, pull the tab and spin the wheel to discover what bugs are hiding in this book!“Hello, itchitty grubs!” Don’t miss these other awesome Bluey books:Bluey: A Big Pop-Up BookBluey: Outdoor Games: A Lift-the-Flap BookBluey: Toys: A Touch-and-Feel playbookBluey is an Emmy award-winning Australian children's television programme following the adventures of a loveable six-year-old Blue Heeler Puppy, Bluey and her family. It’s currently showing on Disney+, BBC iPlayer and CBeebies in the UK.Bluey enjoys exploring the world and using her imagination to turn everyday life into an amazing adventure. Join Bluey in this fun collection of story, activity and novelty books that celebrate play.

This fascinating and funny comic book collection is the perfect introduction to the world of the ancient Romans.Including six mythical tales retold in comic strips, readers will learn about the founding of Rome in 'Romulus and Remus', meet a callous cyclops in 'Polyphemus and Ulysses', and much more. Each myth is told in engaging modern language, which is easy for children to understand yet still retains the humour and intrigue of the original tales.As you journey back through ancient Rome, you'll meet an amazing array of mythical creatures and glorious gods, whilst non-fiction spreads will help you learn more about gruesome gladiators, amazing armies, evil emperors and the epic Roman empire.With bright and bold illustrations by Laurie Avon, this retelling of the Roman myths will educate and entertain readers of all ages.

本書深入解析大數據的發展沿革、4V特徵、行業價值與企業管理模式，更重要的是，它引導讀者從商業應用情境出發，思考並解決真實的數據分析問題，如群組、分類、推薦與關聯等。建立數據驅動思維，與數據科學家進行更有效的溝通，加速智慧應用發展。在實作層面，本書提供Python語言範例，循序漸進地引領讀者了解分析與模型建立步驟。提供房價預測、電影推薦、圖片辨識及自然語言解析等貼近真實的案例。本書更納入AI先進技術，介紹LangChain基礎運用，發展簡單的AI代理程式。這是一本橫跨大數據基礎、預測分析方法，到文本挖掘、圖像辨識、生成式AI代理的完整教材，是商管學生與商業人士理解AI實務與應用的最佳起點！

線性代數是一門高度通用且具備廣泛應用的基礎工具，無論是在人工智慧、數據分析或是各類工程領域，專業人士都需要對其具有紮實素養，方能在實際問題中建立準確的數學模型。本書的核心特色是擺脫傳統冗長而抽象的理論推導，轉而以直覺化的概念闡釋和高效的實戰應用為主軸。在解題風格上，本書不同於一般教科書完全按照理論框架進行推導。作者憑藉多年的實戰教學經驗，在許多計算技巧上提供了獨家捷徑，幫助學生有效提升解題速度，達到事半功倍的學習效果。同時，本書強調與現代科技趨勢的接軌，於附錄中提供 MATLAB 與 Python 雙程式平台的程式碼範例與腳本教學，專門針對複雜的線性代數計算提供電腦輔助實作指導。

這部精美的繪本將帶領讀者穿梭於全球各大城市，透過書中孩子們的視角，我們將看到農曆新年不只是家家戶戶的團圓飯，更是世界各地充滿火熱煙火、舞龍舞獅與燈籠遊行的盛大嘉年華。Find out all about Lunar New Year and how it is celebrated in different communities across the world!This stunning picture book is the perfect introduction for little ones to Lunar New Year celebrations. The most colourful time of the year is celebrated in communities around the world and you can now discover how it's celebrated through the eyes of the children who live there. Meet families in China, Vietnam, Singapore, Thailand and Indonesia, as well as in bustling cities like San Francisco, London, Sydney and Toronto and join them in their celebrations at home and on the streets in parades, lantern festivals and in temples.Packed with fascinating facts, young readers will love finding out all about different Lunar New Year traditions in this gorgeously illustrated picture book.

本書專為資料科學與人工智慧專業的初學者設計，內容通俗易懂，系統性講解學習AI所需的基礎數學知識。全書涵蓋理論與實踐，結合推導、計算與Python程式實作，幫助讀者靈活掌握核心概念並提升實戰能力。無論是作為相關課程教材，或是從業者的自學參考書籍，本書皆能有效協助讀者打下紮實的數學基礎，為人工智慧領域做好準備。AI時代來臨，你的數學準備好了嗎？打好基礎，推開智慧之門邁向未來，就從這本書開始！初學者友善的入門指南本書專為資料科學與人工智慧（AI）相關領域的學生與初學者量身打造，旨在幫助讀者建立學習AI所需的基礎數學概念。不同於傳統艱澀的數學教材，本書以通俗易懂、由淺入深的方式進行講解，讓即便是數學基礎薄弱的讀者，也能輕鬆理解並掌握內容。透過清晰的結構與大量實例說明，本書化繁為簡，降低學習門檻，是通往AI世界的重要敲門磚。理論與實踐兼備，學以致用本書的內容設計強調理論與實務並重，既有嚴謹的數學推導，也有豐富的應用實例。除了傳統的計算練習，還融合Python程式語言進行實作，讓讀者能夠同步訓練邏輯思維與程式技能。透過實際編程演練，不僅有助於加深對數學原理的理解，也提升將理論應用於資料分析與AI開發的實務能力。這樣的設計不僅符合現代科技教育的需求，也貼近業界實際工作情境。教材與自學兼用，應用範圍廣泛本書不僅可作為大專院校資料科學與人工智慧相關課程的教材，也非常適合自學者與職場從業人員作為參考書使用。內容涵蓋機率與統計、線性代數、微積分、最佳化等AI核心數學領域，系統性地建立完整知識架構。無論是準備進一步修習機器學習、深度學習等進階課程，或是需要在實務工作中應用資料分析與模型建構能力，本書都是不可或缺的重要資源。奠定未來AI學習的基礎人工智慧的發展日新月異，對數學的依賴與日俱增。唯有具備紮實的數學基礎，才能真正理解演算法的原理與模型背後的邏輯，進而靈活應用於各種情境中。本書不僅是一部數學入門書，更是一座銜接AI世界的橋樑。透過理論與實務交織的學習旅程，幫助讀者在AI領域立足，迎接更廣闊的未來發展機會。本書特色：本書專為資料科學與人工智慧專業的初學者設計，內容通俗易懂，系統性講解學習AI所需的基礎數學知識。全書涵蓋理論與實踐，結合推導、計算與Python程式實作，幫助讀者靈活掌握核心概念並提升實戰能力。無論是作為相關課程教材，或是從業者的自學參考書籍，本書皆能有效協助讀者打下紮實的

In Frank Miller and David Mazzucchelli’s Daredevil: Born Again, the comic’s titular hero has his life destroyed after his most menacing enemy learns his real identity. His attempts to rebuild his life and sanity result in one of the most gripping and impactful super hero storylines of all time. Released in 1986, the storyline is an extraordinary exploration of what happens when a hero’s identity is revealed, and his personal life completely annihilated. We see Daredevil reduced to the lowest depths in the character’s history, but we also follow his painstaking path toward redemption.This entry in MARVEL AGE OF COMICS explores Daredevil: Born Again’s gorgeous and unique artwork, the lasting impact of its story and art, and how it forever changed the ways super hero characters and their secret identities have functioned.

Doctor Strange, one of Marvel’s most fascinating early characters, began at the hands of co-creators Stan Lee and Steve Ditko, and his ethereal voyages through other dimensions made him an important figure in 1960s culture.From his first appearance in 1963, Strange captivated a wide range of readers. Over his first ten years, a succession of writers and artists—including Roy Thomas, Gene Colan, Gardner F. Fox, P. Craig Russell, Marie Severin, and notably Steve Englehart and Frank Brunner—expanded on Ditko’s original mind-bending concepts.This entry in the MARVEL AGE OF COMICS explores Strange’s changing roles as a mystic, super hero, and leader of a chaotic team called the Defenders, and the rise of his popularity, in parallel with the counterculture of the 1960s.

用數學與實作打通最佳化 從理論、工具到應用，學會打造更強的 AI 模型 本書內容改編自第 16 屆 iThome 鐵人賽 AI/ ML & Data 組冠軍系列文章《調整 AI 超參數好煩躁？來試試看最佳化演算法吧！》這是一本以「結合 AI 工具實作搭配少量理論」為核心的最佳化入門到進階指南。全書以直觀圖解與儘可能少的必要數學，帶你理解五花八門的演算法、目標函數與測試函數的本質，並以可直接執行的程式碼範例來串接起常見方法。例如，傳統啟發式演算法、粒子群算法（PSO），與比較近期的灰狼演算法（GWO），以及機器學習跟深度學習中的超參數最佳化（例如 TPE 等）。 書中不只介紹理論與實作，也新增「AI 協作」章節，示範如何下 Prompt，讓你與 AI 分工寫最佳化程式、請 AI 教學演算法與驗證結果。無論你來自影像處理、訊號處理、資料科學或工程領域甚至是學生，都能把最佳化真正用在工作、研究與學習裡。 本書可以學到哪些知識 本書規劃為五大篇、十個章節，以循序漸進的方式引導各位讀者深入最佳化的世界，並精選了一系列實際應用案例，讓各位不僅能理解理論，更能即學即用。 第一篇〈最佳化演算法的全貌〉：本篇會從最佳化技術的基礎概念開始，介紹什麼是最佳化演算法，接著會介紹目前的演算法種類大致分成哪幾種，這幾種演算法中目前比較主流跟比較多研究在使用的演算法有什麼。這些演算法雖然都是以數學來定義的，不過本書會根據這些公式的用途做一個簡單的總結，讓生活已經遠離數學的讀者也可以輕鬆上手。 第二篇〈最佳化演算法評估與測試函數〉：本篇將帶你掌握研究中廣泛使用的測試標準，讓你的最佳化演算法不再只是「感覺變好」，而是能以數據驗證、圖像呈現的方式準確比較表現。從經典測試函數到 Python 實作，幫助你建立完整的最佳化演算法評估公式。不論你是 AI 工程師、研究人員，還是想用最佳化技術提升產品效能的開發者，這章都能讓你學到「量化進步」，優化策略看得見！ 第三篇〈Python Optuna 模組介紹〉：進入實作關鍵！本篇將帶你認識 Optuna，一款靈活又高效的 Python 最佳化工具。無論你是要調校 AI 模型參數，還是優化自家產品或演算法效能，Optuna 都能幫你快速實驗、多次試錯、精準收斂。從基礎語法到深度學習案例，搭配 ChatGPT 提示技巧，讓你能在開發流程中聰明用好最佳化，把模型與應用

THREE MILLION SERIES COPIES SOLD!The pulse-pounding third novel in the #1New York Timesbestselling series The Lightlark Saga, by acclaimed author and #BookTok sensation Alex AsterLove kills kingdoms…Back in Grim’s castle on Nightshade, Isla is reeling in the wake of a brutal battle and the devastating truths it exposed. Her future—and the fate of the world—now hinge on a heart split in two.Past Isla, who fell in love with the ruler of Nightshade, fights to resist feelings she considers treasonous. The Isla of the present, who has seen the ruin her powers can cause, will do anything to save Lightlark and its king.As the line between enemy and friend is tested, Isla is more desperate than ever to understand the oracle’s final prophecy and change her heartrending fate. But a storm is coming. And with it, a long-buried evil greater than anything the realms have faced before.With the clock ticking on her destiny and the survival of two warring kingdoms hinging on her own shattered heart, Is

Last in a series of four sweet and simple stories about a young child's joyful discovery of nature through the seasons. When winter comes, the snow is falling and the ducks are skating on the frozen lake. Icicles and animal tracks, snowmen and sledging, feeding birds with Mum and clearing a path through the snow with Dad, before snuggling up inside together with hot chocolate and gingerbread - there is so much to see and do as the year draws to a close.And one little girl is loving every magical moment!Fall in love with the wonder of winter in this beautiful first picture book.

"A dark and stormy night. An isolated cabin in the woods. A runaway child with a mysterious past...Thriller fans, buckle up!" ― Jason Rekulak,New York Timesbestselling author ofThe Last One at the WeddingThere's someone at your front door – should you let them in? Find out in a riveting new thriller from global sensation and #1New York Timesbestselling author ofThe Housemaid, Freida McFadden!Who knows what the storm will blow in…Casey's cabin in the wilderness is not built for a hurricane.Her roof shakes, the lights flicker, and the tree outside her front door sways ominously in the wind.But she's a lot more worried about the girl she discovers lurking outside her kitchen window.She's young. She's alone. And she's covered in blood.The girl won't explain where she came from, or loosen her grip on the knife in her right hand.And when Casey makes a disturbing discovery in the middle of the night, things take a turn for the worse.The girl has a dark secret. One she'll kill to keep.And if C

The timeless #1 New York Times bestseller Refugee is brought to life in a stunning graphic novel adaptation!JOSEF is a Jewish boy living in 1930s Nazi Germany. With the threat of concentration camps looming, he and his family board a ship bound for the other side of the world...ISABEL is a Cuban girl in 1994. With riots and unrest plaguing her country, she and her family set out on a raft, hoping to find safety in America...MAHMOUD is a Syrian boy in 2015. With his homeland torn apart by violence and destruction, he and his family begin a long trek toward Europe...All three kids must endure harrowing journeys. All face unimaginable dangers. But there is always the hope of tomorrow. And although Josef, Isabel, and Mahmoud are separated by continents and decades, shocking connections will tie their stories together in the end.Refugee is a modern classic that has spent over 5 years on the New York Times bestseller list, and garnered several awards and much acclaim. Brought to life with ri

Experience the world of fashion in a whole new way with Fashion Unfolded – an enthralling pop-up book series bringing stories of legendary brands to life in three-dimension.Enter the Realm of DiorEnter Dior's dreamlike world through immersive pop-ups that celebrate the New Look, couture craft, and house icons―from couture classics to beauty legends. Each spread is artfully crafted to offer a tactile, spatial perspective on the house's treasured icons and evolution.Couture Brought to LifeWatch Dior's milestones rise in 3D―the New Look's sculpted silhouette, runway dramatics, and signature accessories rendered in intricate paper engineering and stunning illustration.In Fashion and BeyondDiscover how Christian Dior shaped the postwar renaissance through revolutionary designs while expanding beyond the fashion into legendary beauty products, fragrances, and luxury innovations.Romance In Every DetailExplore the stories behind floral couture inspirations, anatomy of landmark creations, and h