Natural Language Processing with Python

▌第一本 AI 投資專書 ▌▌大型語言模型加持！▌▌建構自己的股票／年報分析機器人 ▌▌讓 AI 變成股市分析的神器 ▌在這數位資訊的創新時代, AI 與大型語言模型 LLM 已經徹底改變了投資業界的遊戲規則。過往需要仰賴投資團隊花費大量時間來解讀各種財務報表、進行分析的複雜工作, 現在只需要一個人、一台電腦就能完成。對於小散戶而言, AI 能幫助我們自動化分析, 挖掘出報表中隱藏的關鍵資訊, 成為對抗市場主力的重要武器！本書將帶您：◆ 【建立正確的投資觀念】：還在聽股市名嘴胡扯瞎扯嗎？本書將從基礎的投資理論起手, 帶領讀者建立正確的投資觀念, 從基本面分析到技術面分析, 並進一步探討 AI 在股票投資中的定位, 助你洞悉多面向分析的重要性。◆ 【Python 雲端環境開發】：程式開發對你來說是場夢魘嗎？本書將所有程式部署在雲端環境中, 免除本地環境配置的複雜度, 一鍵就能輕鬆運行、進入 Python 股票分析的世界。◆ 【AI 股票趨勢分析】：在買賣股票的過程中, 一般人常常會被情緒左右投資決策, 但 AI 是沒有感情的機器。本書將詳解如何利用 AI 進行客觀的數據分析來作出更合理的投資決策, 解決人性所造成的影響。◆ 【AI 年報深度解讀】：公司年報蘊藏著重要的資訊, 但一份年報動輒 200~300 頁, 哪有那麼多時間去一一分析每間公司的年報資料？複雜的分析過程就交給 AI 來做吧！我們可以使用提問的方式來輕鬆了解年報內容, 或是讓模型統整、分析落落長的年報資訊。◆ 【AI 選股推薦】：股票那麼多怎麼選？要找到一檔高潛力的股票如同大海撈針！本書將介紹如何使用 AI 來進行選股推薦, 從大數據中篩選出值得關注的投資機會、提高選股效率。本書特色: ★ 本書程式皆部署於雲端平台, 不會寫程式也能一鍵執行。☆ 投資理論來幫忙, 帶領讀者建構正確的投資觀念。★ 詳解如何串接 OpenAI API, 讓語言模型成為分析股市的利器。☆ 讓股票資料蒐集的過程自動化, 包含網路爬蟲、各種 Python 套件及搭建資料庫。★ 讓 AI 自動處理 Dataframe 表格、計算技術指標、產生回測策略。☆ 詳解 matplotlib、mplfinance、plotly、backtesting 各種視覺化套件, 新手也能畫出精緻的股價 K 線圖。★ 打造屬於自己的 LINE

Bing Chat與Copilot邁向文字、視覺、繪圖、語音、程式的AI體驗王者歸來(全彩印刷)★★★★★【國內第 1 本】★★★★★★★★★★【深度認識Bing Chat】★★★★★★★★★★【Copilot功能探索】★★★★★★★★★★【招數最多、功能最強的AI體驗】★★★★★這本書不會涉及較深的程式設計技術細節，而是著重於如何在實際場景中使用和應用Bing Chat 與Copilot。研讀本書，讀者可以獲得下列多方面的知識：【深度認識 Bing Chat】★ 登入和登出 Bing Chat☆ 認識聊天界面★ 選擇交談模式☆ Bing Chat 聊天特色【Bing App】★ 手機 Bing Chat 對話☆ Bing App 與 GPT-4 切換【Copilot 功能探索】★ 產生頁面摘要☆ 深入分析頁面資訊★ 翻譯與摘要國外新聞☆ 依情境產生草稿★ 依據書籍名稱生成摘要與心得☆ 生成影像【AI 繪圖】★ 聊天生成影像☆ Bing Image Creator 生成影像★ 影像分享與搜尋☆ 生成不同風格的影像★ 依據彩畫素材、攝影鏡頭、畫面角度生成影像【AI 視覺】★ 用視覺執行數學運算☆ 識別各類影像★ 用視覺創作七言絕句☆ 圖片的比較【生活應用】★ 國外語言學習☆ 交友顧問★ 文藝創作【教育應用】★ Bing Chat 是你的活字典☆ 協助摘要、心得、報告、專題撰寫★ 依據程度學習體驗☆ 教師講義、問卷、考試題目【企業應用】★ 貼文格式、銷售建議☆ 行銷文案與活動★ 拍攝行銷活動的腳本設計☆ 面試者與面試官★ 企業公告☆ 加薪與企業談判議題★ 提升 Excel 的工作效率到輔助工作分析【程式設計】★ 輔助 Python 學習☆ 重構你的程式★ 重寫程式☆ 閱讀程式錯誤訊息，協助除錯 (Debug)★ 為程式加上註解☆ C、Java 與 Python 程式語言的切換

Mongolia, a vibrant democracy landlocked between Russia and China, stands on the edge of becoming Asia’s next boom nation—one of the richest countries per capita in the region. Referred to as the “wolf economy” for its vast natural resources—copper, gold, and rare earth metals—today, it is also home to a growing number of cutting-edge tech startups and international lifestyle brands. Its vast steppe landscape lends itself not only to herding and tourism but also renewable energy production and filmmaking. This book is about the individuals who are fighting to strengthen the country’s democracy and diversify its economy. It is about innovators aiming to realize Mongolia’s promise as a hub for green energy, tech and lifestyle entrepreneurs who are shaking up traditional industries, and go-getters who have left high-flying jobs on Wall Street to return to the country they love and play their part in moving it forward. Unlocking a country’s potential is never easy. But if

A tribute to the unsung heroes of firefighting that takes readers along on a high-stakes mission to battle one of the deadliest natural disasters. A lone figure stands on a tower, watching and waiting. Lightning strikes. Tree bark sparks. A wisp of white smoke rises in the distance. It is time to act. Frightening images of raging wildfires top the daily news. On the ground, smoke fills the air as people prepare to flee their homes ahead of encroaching flames. Who helps to get this crisis under control? And what do these heroes do? They hold the line. They Hold the Line delivers a dramatic inside look at the work of the highly trained first responders who risk their lives to fight wildfires. From hotshot handcrews to those who support them, wildland firefighters serve as stewards of the land, managing the health of our forests and the safety of our communities. Powerfully written by Dan Paley and brought vividly to life by artist Molly Mendoza, this compelling and informative book explo

The SUNDAY TIMES and #1 NEW YORK TIMES bestsellerTHE #2 SUNDAY TIMES AND #1 NYT BESTSELLER‘One for Philip Pullman fans’THE TIMES‘This one is an automatic buy’GLAMOUR‘Ambitious, sweeping and epic’EVENING STANDARD‘Razor-sharp’DAILY MAIL‘An ingenious fantasy about empire’GUARDIANTraduttore, traditore: An act of translation is always an act of betrayal.Oxford, 1836.The city of dreaming spires.It is the centre of all knowledge and progress in the world.And at its centre is Babel, the Royal Institute of Translation. The tower from which all the power of the Empire flows.Orphaned in Canton and brought to England by a mysterious guardian, Babel seemed like paradise to Robin Swift.Until it became a prison…But can a student stand against an empire?An incendiary new novel from award-winning author R.F. Kuang about the power of language, the violence of colonialism, and the sacrifices of resistance.'A masterpiece that resonates with power and knowledge. BABEL is a stark picture of the cruelty of e

A super collectible series that celebrates the inner fire of everyday girls!Grace, Zoe, and Sofia are traveling back to the Magic Forest for another adventure as Sea Dragons. The girls must work together and face their fears in order to save a missing turtle leader.Zoe will have to put her surfing skills to work and take the daring lead on this quest. If she doesn’t succeed, the Fire Queen will be one step closer to destroying the natural balance of the Magic Forest’s seas!Read all the books in the Sea Dragon arc!

GPT-4、Azure OpenAI 打造企業ChatGPT應用 想了解自然語言模型最新技巧嗎？GPT-4、Samentic Kernel、RAG pattern 想快速整合自然語言模型嗎？Azure AI studio、Azure Language Studio 整合實務應用範例，帶領你從基礎到進階，全面掌握自然語言的人工智慧應用 【內容簡介】 2023年最熱門的關鍵詞無疑是「ChatGPT」。市面上充斥著各式各樣的導讀，指引你如何靈活運用ChatGPT。 本書涵蓋從ChatGPT的Prompt提示到如何呼叫ChatGPT API，以開發者的角度深入探討ChatGPT在企業系統的應用。進一步的，本書更以Azure OpenAI為核心，結合Azure Cognitive for Language，徹底解放人工智慧的自然語言應用。 本書專注於實際的ChatGPT API應用，並提供C#及Node.js兩種程式語言的實作範例原始碼，它無疑是市場上首本獨具特色的Azure OpenAI應用指南。此外，我們更精心撰寫了一篇專論，深入討論如何優化（fine-tune）GPT模型的最佳實踐方法。我們堅信，這些具體且實用的內容將對開發者極具參考價值。 【本書特色】 1. 第一本專門講解ChatGPT方面的開發書籍 ChatGPT無疑是目前AI最熱的議題，除了終端使用者的操作之外，在應用開發方面也掀起一波熱潮，本書是目前市場上第一本從企業應用開發角度切入的書籍。 2. 書中範例提供.NET C# + Node.js雙程式語言版本 書中以.NET C# + Node.js 提供範例程式碼，擴大讀者群，這2個程式語言均是目前在應用面被廣泛使用的熱門語言。 3. 內容涵蓋Microsoft Azure平台 Microsoft做為OpenAI的主要投資者，是OpenAI唯一使用的雲端平台，可預期OpenAI在企業級的情境會非常依賴Microsoft Azure 雲端平台，本書在應用面將主要內容著重在Microsoft Azure OpenAI，可做為企業商用市場的指南。 4. 三大主題，由入門到進階應用 本書內容涵蓋基礎ChatGPT原理到進階的Microsoft Azure OpenAI + ChatGPT運用，並且盡可能去除枯燥艱深的研究論文探討，以應用面及開發面為出發點，並專章講解A

這次Jeanie和Willow到動物園參觀恐龍特展，本來只是一次普通的出遊——直到恐龍突然動了起來！Willow又不小心讓願望成真了？兩人必須想辦法阻止這場「活生生」的混亂。《Jeanie & Genie》第八集結合博物館、魔法與驚喜冒險，用淺顯語言與插圖呈現超展開的劇情，是引導孩子進入橋梁書閱讀世界的好選擇。In the eighth book of the Jeanie & Genie series, Willow accidentally brings dinosaurs to life!Jeanie and her best friend, Willow, are going to the zoo to see a special dinosaur safari exhibit. But since Willow is a genie who sometimes accidentally grants wishes, the girls have to be extra careful around animals like lions and tigers and bears. And they are! But…they’re not quite as careful around the dinosaurs. Soon enough, the dinosaurs come alive! Can Jeanie and Willow fix this larger-than-life problem?With easy-to-read language and illustrations on almost every page, the Jeanie & Genie chapter books are perfect for emerging readers.

「你是否認為機器學習很複雜、很難掌握呢? 其實不然，來讀這本書，Serrano為你揭開機器學習的神秘面紗。」―Sebastian Thrun, Udacit創辦人「這是您機器學習旅程的第一步」―Millad Dagdoni, 挪威勞動福利局「這是本很好的引導指南，特別是對於那些想要寫程式但覺得自己數學程度不高的人」―Erik D. Sapper, 加州理工州立大學「這是我近年來有幸讀到最平易近人的機器學習介紹。強烈推薦！」―Kay Engelhardt, devstats只需要高中的數學程度，您就能發現並了解機器學習的強大之處！簡單來說，機器學習是一組建立在演算法上的資料分析技術，當您提供更多的資料，它就能產生更好的分析結果。ML驅動了許多尖端的技術，例如推薦系統、人臉識別軟體、智慧音箱，甚至是自駕車。而這本獨特的書將藉由相關的範例、有趣的練習以及簡要的插圖，為您介紹機器學習的核心概念。《白話機器學習》以任何人都能理解的方式來呈現機器學習的演算法和技術，跳過令人困惑的學術術語，提供您只需要一點基礎代數就能理解的清楚解釋。隨著學習本書的內容，您將使用Python建立許多有趣的專案，包含垃圾郵件偵測和圖像辨識等模型，並且還會學到清理和準備資料的實用技巧。本書包含：‧用於分類和分割資料的監督式演算法‧用於清理和簡化資料的方法‧機器學習的套件和工具‧用於複雜資料集的神經網路和集成方法本書適用於有Python基礎知識的讀者，但不需要有機器學習的相關知識。

第一本詳細說明使用ChatGPT學習SQL Server、寫出T-SQL指令敘述與建立用戶端程式！*完整說明資料庫設計與開發人員應具備的觀念和技能，幫助你精通SQL Server的Transact-SQL程式設計！*本書以資料庫設計與開發人員角度來切入SQL Server資料庫程式設計與開發，完整說明資料庫系統相關理論、資料庫設計理論與T-SQL程式設計，能夠訓練和提昇讀者擁有足夠的技術能力來自行設計與建立SQL Server資料庫應用程式。*在實作上，本書適用微軟SQL Server 2022/2019企業、標準、開發人員版和Express版，是一本真正為有志成為資料庫設計與開發人員的讀者、或學校資料庫設計相關課程所規劃的實務教材。*完美結合資料庫理論與設計實務，除了使用大量插圖和範例來說明資料庫系統理論、實體關聯模型和正規化外，更以實例說明資料庫設計，讀者不只可以實際在資料庫設計工具繪製專案的實體關聯圖，更可以將設計成果建立成SQL Server資料庫，來驗證實體關聯模型的資料庫設計理論。*完整說明T-SQL語言的語法、預存程序、順序物件、自訂函數、觸發程序、資料指標和交易處理，可以幫助讀者精通SQL Server的Transact-SQL程式設計。*實際說明如何使用C#和Python語言建立用戶端程式。*詳細介紹SQL Server + Python機器學習服務、SQL Server全文檢索搜尋，和使用ChatGPT幫助讀者學習SQL Server資料庫程式設計與開發。

★☆★ AI 影像辨識一本精通！ ★☆★ ★☆★ 超過 200 個完整範例程式碼 ★☆★ AI 影像辨識是近年來非常夯的議題，隨著資訊科技的蓬勃發展，越來越多好用的工具推陳出新，也越來越容易跨入 AI 影像辨識領域，不論是電子、資訊領域、醫療、百貨，各行各業中陸續都能看到 AI 影像辨識的應用。 Python 是目前入門 AI 影像辨識最快速的程式語言，透過 Python 的 OpenCV 函式庫，並搭配其他方便的函式庫，就能輕鬆入門 AI 影像辨識，OpenCV 除了能針對影像進行全面的處理，也是大多數 AI 影像辨識的敲門磚，常應用於擴增實境、臉部辨識、手勢辨識、動作辨識、運動跟蹤、物體辨識或圖像分割...等領域。 本書會從 OpenCV 出發，從 OpenCV 最基本的存取圖片影片，影像色彩、影像剪裁、影像變形、加入文字、繪圖、影像效果進階處理都有完整介紹，並會介紹 OpenCV 內建的影像辨識方法、Google MediaPipe 的影像辨識方法和 Teachable Machine 影像辨識方法進行 AI 影像辨識，作出許多有趣又實用的影像辨識相關應用。 【精彩收錄】 ▶ OpenCV 深入介紹 ▶ OpenCV 影像色彩調整和轉換 ▶ OpenCV 影像剪裁、變形、加入文字和繪圖 ▶ OpenCV 影像效果進階處理 ▶ OpenCV 偵測滑鼠和鍵盤 ▶ OpenCV 人臉、物件、顏色等影像辨識 ▶ MediaPipe 人臉、姿勢、手勢等影像辨識 ▶ Teachable Machine 人臉、戴口罩等影像辨識 ▶ 辨識手寫數字、年齡、情緒

A NEW YORK TIMES/NEW YORK PUBLIC LIBRARY BEST ILLUSTRATED CHILDREN'S BOOK • A stunning picture book for young nature lovers about starlings and the fascinating phenomenon of murmurations. Illustrated by the award-winning artist Marc Martin, this book about the natural world vividly explores how such an enigma is even possible.Sweeping, diving, twisting, turning. To look up at a murmuration of starlings is an experience like no other. Hundreds, thousands, and sometimes millions of starlings fly together as one flock. The group ripples, whirls, and waves as each bird stays close to its neighbors in a harmonious synchronicity of movement. The story is told from the point of view of the flock, which gives the reader an inside look at what is happening, and the breathtaking illustrations perfectly capture the ebb and flow of a murmuration. Young readers will witness and fully appreciate the extraordinary communication and collaboration abilities of these birds and may be able to apply these

It’s fun to be smart! These two illustration-based card decks are packed with early learning questions that promote language development, cognitive growth, and social skills for fifth graders.Loved by kids, teacher approved, and trusted by parents, Brain Quest For Twos question-and-answer cards help children explore and talk about daily routines, seasonal activities, and outings as they identify objects, shapes, colors, and more! In a set of two decks, Brain Quest For Twos features hundreds of questions to help kids learn 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 boxA parent guide to help maximize the learning and funOver 300 questions covering colors, counting, object identification, shapes, and moreWhat’s New?New content: Twenty-two brand-new cards added!Technology questions: Introduce children to the basics of computers and technologyExpanded social and emotional learning: Explores feelings and int

This revised edition of Everything You Need to Ace U.S History in One Big Fat Notebook is the same indispensable resource so many students depend on, updated with new and improved content that thoughtfully explores the most difficult chapters of US history. By providing well-rounded context, decentering Indo-European perspectives, and using language that recognizes the humanity of historical subjects BFN US History will be cutting edge tool for students as education styles shift toward this informed approach to history. Updates include: - New material covering Indigenous history in the US, including sections on Indigenous culture, settler colonialism, the relationship between Indigenous nations and the US government, and the use of preferred names for Indigenous nations. -Reworked sections on European exploration, colonialism, and US imperialism that include the perspective of colonized nations. - Reworked sections on slavery that provide context for the role of European nations in the

A boldly graphic, verbally playful affirmation that the most precious things in life are immeasurable! How far can you go? How much do you know? How kind are you? How much do I love you? These are the impossible questions every child has asked, and every parent has struggled to answer. This is a wonderfully affirmative and aspirational book of possibilities and exploration, a fantastic linguistic calibration/celebration of bravery, kindness, love, and so much more. Within this bright and colorful picture book and energetic glossary of words, Rilla Alexander brilliantly succeeds in measuring the immeasurables of life. BUILDS EMOTIONAL LANGUAGE: This book provides the linguistic tools to describe and measure the widest possible emotions and qualities with a rich palette of words saturated in wit, whimsy, and empathy. THE PERFECT GIFT FOR YOUNG AND OLD: Whether you are shopping for a baby gift, a graduation gift, or browsing the library shelves for a book to soothe a child getting ready t

這是華人史上第一本與AI圖像共創的圖文輯在歷年臺北數位藝術節前瞻性地策展過第二自然、超機體、再轉存等里程碑大展後，如今人類世界真正迎接到AI時代的來臨。AI超乎預期的能力，甚至逼近了人類引以為豪的藝文與創作表現。本書的起心動念，是人類不該屈服於AI，而是正向思維地與AI進行共創。這本書裡的所有作品，都是運用作者的詩句為輸入元素，然後讓AI依此生成畫作，這是作者和AI的對話成果。作者宛若是個賽博格，AI為其增能，在Metaverse中以作者的分身來作畫，並以此詮釋其詩句。作者從AI繪畫熱潮一開始就加入實驗，先後試過Disco Diffusion, Midjournal, Stable Difussuion, DALL E, Mega.Space. 它們各有不同特性與優缺點，但其中最大的共同點，就是它們俱皆以驚人的速度在進化。很多人都只是嘗試採用提示詞去「命令」AI畫畫，以相當工具理性的態度去「利用」AI. 但作者關心的是新媒材本身的當代性，是否能反映個人的當下狀態，所以他摸索了一整年，試著與AI共處。作者年輕時的博論是做NLP (自然語言處理, Natural Language Processing) 的，啃了大量語言學的著述，醉心於Noam Chomsky的Universal Grammar. 而就在這幾年裡，深度學習Transformer Model的不斷演進，讓AI對人類文字語意的理解，有了驚人的進展，諸如OpenAI ChatGPT等等. 所以作者開始以詩與AI對話，將其詩句輸入AI去生成畫作, 而一年來它「懂」作者的詩的程度，愈來愈令人驚豔。再加上原本作者的詩作就習於空間與時間的交織，充滿各種畫面感，所以他很開心找到了與AI共創的方式，作者寫詩，調整參數，讓AI理解並畫出其詩中的景緻。而這樣的「共創」，正是本書企圖紀念的一個刻度。我們可以叫AI模仿甚至組合各種繪畫風格，但AI沒辦法創造風格。而我們每個人類卻都可以創造風格，即便畫得很醜，那也是你的風格。AI只能模仿和追隨你。繪畫風格這回事，是和人的身體息息相關的。你對自身肌理的控制與不可控制性，你生理上無形的各種慣性，形成了你的風格。那不只是心理的，更是生理的。對於缺乏身體性的AI而言，他沒辦法懂。無論是 Rule-based 或 Data-driven 的年代，AI 都無法無中生有。它必須靠模仿和訓練，才能

一書在手就能以最低成本圓創業之夢！＊全書使用天然食材安全無負擔，素食者可食用＊漂亮到捨不得吃，適合現代人生活的紓壓活動＊老少都歡喜，送禮自用兩相宜＊附上部分影片QR code，可重複練習，易懂易學Fulfill your dream of starting business in low cost.This book at hand can fulfill your dream of starting business in low cost.＊In this book we use natural ingredients which is safe and no burdens, and edible for vegetarians.＊Reluctant to swallow for its gorgeous, which is suitable for stress-relieving for modern people.＊Well-accepted by old and young. It is good both as a present and for one's own enjoyment.＊The attached is part of the teaching videos, you can repeat the practices in the QR code, which are easy to learn and for understanding.

「暴風雨」是莎士比亞晚年作品之一。描述米蘭公爵普洛斯帕羅因鑽研法術，荒於政務，將王國交給弟弟安圖尼歐管理，然而野心勃勃的安圖尼歐卻篡謀奪位，將普洛斯帕羅與他年幼的女兒米蘭達棄於海上，最後漂流至荒島。然而普洛斯帕羅用魔法馴服了島上的精靈和妖怪，並展開復仇，終於恢復統治者的地位。1. 體積小，攜帶方便。2. 本字典七百餘頁，收錄單字、複合字、成語七萬餘，內容豐富。3. 含一萬五千日常用字。較常用字加星號＊，最常用字加雙星號＊＊，以資識別。4. 名詞按其定義加□C□U以表示可數、不可數。5. 單字下面第一個複合字前加符號「§」。6. 附錄新增「補充字」33頁。The Far East Mini English-Chinese Dictionary contains over 15,000 English entries, including compound words and idioms. The explanations in it are clear and simple, and it is easy to carry wherever you go. To aid language learners, commonly used words are marked with one asterisk, and the most commonly used ones are marked with two. Thirty-three pages of new words have been added to the Appendix. The mini dictionary is an excellent tool to help you improve your reading skills. The Kenyon and Knott Phonetic Alphabet (K.K.) is used.

Ever had a feeling you have no word for? There’s probably a word for it in another language. From the places we go to find ourselves (“choros” in Greek) to the importance of living for today (“vivir al día” in Spanish), there’s a whole world of words for the peculiar and particular feelings that define being human.

For the first time in TPB, the third book in the Mistborn: Wax and Wayne series from #1 New York Times bestselling author Brandon SandersonLeading up to the release of The Lost Metal, Tor will reissue The Wax and Wayne series, Books 4-6 of the Mistborn Saga, for the first time in trade paperback.The Bands of Mourning are the mythical metalminds once owned by the Lord Ruler, said to grant anyone who wears them the powers that the Lord Ruler had at his command. Hardly anyone thinks they really exist. A kandra researcher has returned to Elendel with images that seem to depict the Bands, as well as writings in a language that no one can read. Waxillium Ladrian is recruited to travel south to the city of New Seran to investigate. Along the way, he discovers hints that point to the true goals of his uncle Edwarn and the shadowy organization known as The Set

PyTorch是Facebook於2017年初在機器學習和科學計算工具Torch的基礎上，針對Python語言發佈的一個全新的機器學習工具套件，一經推出便受到業界廣泛關注和討論，目前已經成為機器學習從業人員首選的一款研發工具。 本書是使用PyTorch建構神經網絡模型的實用指南，內容分為9章，包括PyTorch與深度學習的基礎知識、神經網路的構成、神經網路的高階知識、機器學習基礎知識、深度學習在電腦視覺上的應用、深度學習在序列資料和文字當中的應用、生成網路、現代網路架構，以及PyTorch與深度學習的未來走向。 本書適合對深度學習領域感興趣且希望一探PyTorch究竟的業界人士閱讀。具備其他深度學習框架使用經驗的讀者，也可以透過本書掌握PyTorch的用法。 本書範例檔： https://github.com/PacktPublishing/Deep-Learning-with-PyTorch

AI時代不可不知的知識 AI是什麼？究竟什麼是程式設計？ 程式語言有何區別？ 最輕鬆、易懂的電腦＆程式設計圖鑑！ 咦？！ 硬體、軟體與程式設計的必備要素 都變成了可愛、生動的角色！ 這些既熟悉又陌生的角色，你都認識嗎？ 超級電腦──透過複雜的計算來支撐社會！ 硬碟＆SSD──什麼都記得住的記憶專家 編譯器──負責聯繫電腦與人類的翻譯家！ 程式錯誤──害程式異常的搗蛋鬼！ Python──以程式庫為傲的AI教練 ……精彩圖解超好懂！功能、使用情境一目瞭然！ 歡迎來到電腦的世界！ 平板電腦╱智慧型手機╱超級電腦╱CPU╱RAM╱ROM╱主機板╱硬碟╱SSD…… 除了基本資料、特長與實際應用範例，還有豐富的知識補充， 電腦有哪些周邊產品？內部構造長怎樣？電腦與AI的關係是什麼？ 將介紹電腦的類型、零件及其功能，從今天開始你也是電腦知識王！ 我們的生活中充滿著程式設計？ 沒有程式下達指令，就無法驅動電腦！ 什麼是程式設計？程式設計有什麼用途？程式又是如何編寫的？ 當程式出現錯誤會發生什麼狀況？ 介紹程式的基本思維，清楚易懂的流程結構說明， 原來程式設計這麼有趣！ 電腦之間有共通語言嗎？ C語言？Java？Python？ 這些好像看過、卻從不了解的名詞代表著什麼？ 用0和1就可以表達資訊？！程式語言有哪些？要怎麼學？ 介紹人類語言與機械語言之間的差異， 結合彼此的智慧就能創造無限的可能性！

【專業推薦】 很榮幸能為多年熟識的好友以及在資安研究奉獻之志同道合的學者撰寫序言。作者群在多媒體安全領域中已經深耕多年且有豐碩的研究成果，其專業素養足以涵括影像安全議題。坊間大部份的中文書以介紹多媒體技術或資訊安全技術為主，鮮少有探討多媒體基礎技術及資訊安全應用的中文書，而本書此為主題，由淺入深的介紹基礎知識及搭配範例應用，可供有意學習多媒體安全的讀者參考，謹以推薦。 國立中山大學資訊工程學系特聘教授兼任工學院院長 范俊逸 推薦 本書以數位媒體中多媒體影像知識為發端，除了探討其起源與演進，也逐章介紹多媒體影像的處理技巧，內容包含大家所熟知的各種影像表示方式，同時也介紹了相當有趣的影像謬誤。在影像處理部分，本書將空間域影像處理、頻率域影像處理以及壓縮域影像處理分章介紹，最後則以Python影像處理軟體應用完成前五章的合成。接著，以多媒體偽裝展開數位媒體安全的篇章，談其與資訊安全間的實務應用，最終以數位浮水印再探安全議題的深入技術。將多媒體領域與資訊安全互為載體的方式，鋪展這些人造且離數學最近的知識，作者在內容的安排上實有其精妙之處。 國立屏東大學電腦科學與人工智慧學系教授兼任資訊學院院長 王朱福 推薦 【重點大綱】 影位媒體處理： 說明數位化影像的起源及探究數位影像處理的基礎與發展。讓讀者能具備數位影像的基礎，藉此得以對數位媒體中的圖像，其背後所隱藏真相的探索更具備紮實基礎。 數位媒體與應用篇： 內容則泛談數位圖像於現今網路世界中為人們帶來的日常生活上及其應用的相關議題。讀者可輕鬆的操作本書所介紹軟體工具，讓你╱妳的數位圖片可有效的防護，免於被盜用的情境。 多媒體安全技術篇： 說明影像分享技術及探究數位媒體安全的基礎與發展。讀者能瞭解多媒體安全技術其背後所隱藏真相的探索且更具備紮實基礎。

編寫多語言的整潔程式碼 「一本有趣的實作指南，可讓您加快測試驅動開發的速度。如果您想開始TDD，或是需要複習軟體開發人員所應掌握的重要技能之一，這本書就是為您準備的！」 ―Ham Vocke Stack Overflow軟體開發人員 您的程式碼可做為身為開發人員的技能證明。無論您使用哪種語言，程式碼都應該乾淨、優雅、整潔。透過使用測試驅動開發(TDD)，您將編寫出易於理解的程式碼，保持其優雅，並且可以在未來數月甚至數年內持續進行工作。透過這本指南，您將瞭解如何將TDD與三種不同的語言一起使用：Go、JavaScript和Python。 作者Saleem Siddiqui向您展示了如何使用單元測試驅動的方法來處理領域複雜性。TDD將需求劃分為小規模、可實作的功能，使您能夠解決問題，並且與您使用的語言和框架無關。透過本書，您將學習如何將TDD納入您的常規程式設計實務。 這本書可以幫助您： ‧使用TDD的divide-and-conquer來控制領域的複雜性 ‧瞭解TDD如何跨語言、測試框架和領域概念工作 ‧瞭解TDD如何實現持續整合 ‧支援運用TDD進行重構和重新設計 ‧學習如何用JavaScript編寫簡單有效的單元測試工具 ‧使用TDD期間生成的單元測試來設置持續整合環境 ‧在Go、JavaScript和Python中使用TDD編寫乾淨整潔的程式碼

一本手把手教你用Python刻出區塊鏈的技術書，想了解區塊鏈背後的原理？就從挽起袖子寫程式開始！ 手把手教學：你也可以寫出跑得動的區塊鏈！ 實用密碼學：Merkle Tree、非對稱加密、零知識證明是怎麼做的？ 共識與分岔：暫時性分岔、軟分岔、硬分岔有甚麼區分？ 礦工的世界：扣塊攻擊怎麼做？機槍池的原理是甚麼？ 去中心金融 - 乙太坊上也有當舖！預言機暗藏危險？AMM機制是怎麼做的？ 本書內容改編自第 11 屆 iT 邦幫忙鐵人賽的 Blockchain 組冠軍系列文章，也是第一本從技術角度出發，透過實地撰寫區塊鏈開始談背後所應用到的相關知識。在完整復刻出區塊鏈後，更能了解到區塊鏈世界裡常聽到的幾個專有名詞：女巫攻擊、共識演算法、軟分岔與硬分岔、工作量證明、非對稱加密的由來。 “What I cannot create, I do not understand” - Richard Feynman 五大重點： 1.用 Python 從頭打造區塊鏈 本書重點在於從復刻出區塊鏈開始，帶你逐步了解開設錢包、發起並簽署交易、節點廣播的功能是如何被實作出來的，並透過實作過程中的細節來了解到區塊鏈背後需要哪些知識。 2.密碼學初探 虛擬貨幣之所以常被稱為加密貨幣就是因為應用了大量的密碼學，也是因為密碼學我們才能夠在茫茫的網路世界中確認彼此的身分！ 3.聊聊挖礦的兩三事 帶你實地加入礦工們的世界，來看看礦工與礦池間又有哪些鉤心鬥角的方式！ 4.P2P網路入門 在去中心化的世界中，我們如何知道彼此的身分？又如何形塑出一樣的共識？在求取共識的過程中，分岔又是怎麼形成的？ 5.淺談現實中的區塊鏈：BTC與Ethereum 現在最知名的兩大公鏈莫過於比特幣(BTC)與乙太坊(ETH)了！除了講述區塊鏈的原理之外，本書最後也會帶你解析與走過比特幣與乙太坊的發展歷程與架構。 6.去中心化金融 為何 ERC20 如此重要？借貸系統是如何實作的？有哪些獲取正確價格的方式？為什麼閃電貸可以拿來攻擊？為何算法穩定幣註定會失敗？

Meet the next big thing in the world of official Minecraft novels: zombies!Looking after a little sibling can be a real headache . . . especially when they’re trying to eat your brains!Life is good for Bobbie in the sleepy village of Plaintown. Sure, her villager parents only ever say “Hrm,” but you pick up the local language quickly. And maybe her little brother, Johnny, is always getting into trouble, but the village’s iron golem is there to look out for him. And, yeah, things are too busy for exploring when you’re the only one in town who ever takes their hands out of their sleeves. But maybe that’s for the best. After all, there are things out there beyond the torchlight that are better handled by adventurers.But one night, a stranger comes to Plaintown―and he’s followed by a horde of ravenous zombies. Bobbie’s village is overrun, and her world is turned upside down.Life is not so good for Ben, an adventurer with nothing left to his name but the armor on his back. When dawn’s light

德國新浪潮名導韋納荷索放下導演筒，以書寫刻畫藏身盧邦島叢林多年，不願相信二戰已然結束的日軍小野田寬郎的無數個日子。從與同袍死守到僅剩自己頑抗，藉小野田生前受荷索專訪的紀錄，半重現半想像地描繪出被自己禁錮於這場荒誕幻夢中的年輕軍人，叢林裡的29年長夜。Hold the island until the Imperial army's return. You are to defend its territory by guerrilla tactics, at all costs... There is only one rule:You are forbidden to die by your own hand.In the event of your capture by the enemy, you are to give them all the misleading information you can.In 1944, on Lubang Island in the Philippines, with Japanese troops about to withdraw, Lieutenant Hiroo Onoda was given orders by his superior officer. So began Onoda's long campaign, during which he became fluent in the hidden language of the jungle. Soon weeks turned into months, months into years, and years into decades - until eventually time itself seemed to melt away. All the while Onoda continued to fight his fictitious war, at once surreal and tragic, at first with other soldiers, and then, finally, alone, a character in a novel of his own making. The Twilight World im

★適用最新MySQL 8.x與MariaDB 10.x ★全書採用清楚易懂的圖文學習模式，讓學習更加事半功倍 • 作者累積數年的教育訓練實務經驗，使用最直覺與容易學習的圖文樣式，以最接近課堂實際授課的方式撰寫本書。 • 最完整的MySQL開發技術手冊，快速建立開發MySQL資料庫應用程式需要的SQL技能。 • 從基礎的資料庫概念、SQL與進階應用，掌握完整的資料庫應用程式開發技術。 • 內容包含資料庫、表格、索引的建立與維護。資料庫的新增、修改與刪除敘述，基礎、結合與子查詢敘述。 • 深入瞭解MySQL的字元集、儲存引擎、預儲程序、函式、觸發事件、資料庫匯入、匯出與效率調校。 • 最新第三版新增：使用Python與Java程式設計語言連線到MySQL資料庫，執行資料庫的新增、修改、刪除、查詢與呼叫預儲程序。

The bestselling Paint by Sticker adult book series meets garden and houseplant love! Here are 12 beautiful images of all kinds of plants, from a stargazer lily to a white lotus floating on a pool, to a Saguaro catcus and a trio of potted succulents. The Paint by Sticker series is growing―literally! Paint by Sticker: Plants and Flowers will have 12 stunning images of all kinds of plants― a spotted stargazer lily, a white lotus floating on the surface of a pond, the majestic Saguaro cactus, a charming trio of potted succulents, and more. Featuring scenes of plants in both their natural environments and in the homes of loving plant parents, this installment of the PBS series will have tons of variety, and appeal to every kind of plant lover. Featured plants will include: - Saguaro cactus- Stargazer lily- Sunflower- Trio of potted succulents- Rose- Pumpkin vine- Potted monstera- Vase of spring flowers (daffodils, tulips, hyacinth)- Orchid- White lotus- Window box of pansies- Potted banana

Studies in Colloquial Chinese and Its History: Dialect and Text presents cutting-edge research into issues regarding prestige colloquial languages in China in their spoken forms and as well as their relationship to written forms and the colloquial literary language. These include the standard regional languages and prestige dialects of the past, the influence of historical forms of spoken Chinese on written Chinese, the history of guānhuà and the history of báihuà, proto-dialects and supra-regional common languages (koines), and their relationship to spoken dialects. The various studies in this collection focus on the dialect groups with the most substantial written tradition, including Mandarin, Wu, Min, and Cantonese, in north, central and eastern coastal, and southern China respectively. The contributors explore the histories of these dialects in their written and spoken forms, presenting a variegated view of the history and development of the regional forms, including their evoluti

★ Junior Library Guild Gold Standard Selection★ 紐約公共圖書館年度最佳童書★ 入選 Delaware Diamonds Book List本書描寫一個移民家庭如何在陌生國度中，為彼此與他人撐起一個可以停靠的所在。來自古巴的 Esperanza 和家人抵達美國後，租下一棟不大的房子——una casita。空間狹小、條件簡陋，卻因家人彼此陪伴，而逐漸有了家的輪廓。隨著生活安頓下來，這棟小屋不只收納了一家人的日常，也向其他新移民敞開。當有人需要暫時落腳，分享與照應便成為再自然不過的選擇。Esperanza 總是第一個迎接新來的人，讓 la casita 成為一處在新土地上可以安心停留的地方。作者 Terry Catasus Jennings 以自身移民經驗為基礎，透過這個半自傳故事，描繪移民之間如何互相扶持，在陌生世界中慢慢站穩腳步。When Esperanza and her family arrive in the United States from Cuba, they rent a little house, una casita. It may be small, but they soon prove that there’s room enough to share with a whole community.It was a little house. Una casita . . .It was small.It smelled like old wet socks. . .But even though they were far from home,The family was together.As Esperanza and her family settle into their new house, they all do their part to make it a home. When other immigrant families need a place to stay, it seems only natural for the family in la casita to help.Together they turn the house into a place wher

In the tradition of The Wonderful Things You Will Be and I Wish You More, this debut book reminds us that "all who wander are not lost."You are here, and from here there are so many places you can go. But how will you know how to get there? In this warm and wise debut, Zach Manbeck gives readers a poetic roadmap to help us find our way in the world, while also reminding us all that right now, we are here―exactly where we are meant to be.Both sweet and uplifting, this is a perfect book for a new baby, a new graduate, or anyone who could use a reminder that "all who wander are not lost."BE HERE NOW: With playful, approachable language, this book encourages appreciating the moment we're in and being completely present in it.THE PERFECT GO-TO GIFT: The accessible text and charming art make this the ideal book for a wide range of occasions. Whether you are shopping for a baby gift, a graduation gift, or a gift that will inspire readers of any age to approach life as an adventure, this book

日本繪本系列《Sato the Rabbit》第三集，Sato再次帶領讀者進入充滿想像的日常旅程。雪地、森林，甚至茶水組成的海洋，都是他探險的舞台；一個剛出爐的派裡，也可能藏著另一個小小世界。作者用簡潔溫柔的圖像，描繪出萬物蘊藏的生命力與微小中的魔法，提醒我們，平凡生活中處處都是值得細看的驚喜與想像空間。The winsome Sato continues his magical adventures, traversing snowy landscapes and crossing a sea made of tea. Yet, no matter where he ventures, his participation in the natural world, and the magic that he finds within the ordinary, infuse each new day with possibility.In this third installment of the whimsical series originally published in Japan, the titular Sato continues his adventures, exploring both expansive landscapes―snowy fields, forests, oceans made of tea―and tiny microcosms of worlds, found in unlikely places―like within a freshly-baked pie! In Sato's reality, which is in many ways similar to our own, seemingly commonplace occurrences are portals to new and fantastical experiences, and every object possesses an intrinsic magic and aliveness. Like all of the installments in the trilogy, this collection of vignettes reminds

《材料歷險記》身臨其境的接觸超過15種纖維、礦物、樹脂和金屬，這些材料在日常和專業被廣泛應用。天然材料和合成材料有什麼區別？琥珀如何捕捉史前生命的片段？為什麼棉花是世界上最重要的作物之一？用桑蠶紡製一些精美織品。成為魔術師的學徒，並見證鎵的迷人特性。從設計和美術到建築和施工，從科學實驗室到你的家中，以前所未有的方式欣賞材料的驚人用途！*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。Adventures with Materials is an immersive encounter with more than 15 fibres, minerals, resins and metals that have a wide range of everyday and specialist applications. What's the difference between natural and synthetic materials? How does amber capture a slice of prehistoric life? Why is cotton one of the world's most important crops? Spin some fine fabric with the mulberry silkworm. Become an illusionist's apprentice. And witness the mesmerising properties of gallium. From design and the fine arts to building and construction, and from the science lab to your home, appreciate the astonishing uses of materials as never before!

《材料歷險記》身臨其境的接觸超過15種纖維、礦物、樹脂和金屬，這些材料在日常和專業被廣泛應用。天然材料和合成材料有什麼區別？琥珀如何捕捉史前生命的片段？為什麼棉花是世界上最重要的作物之一？用桑蠶紡製一些精美織品。成為魔術師的學徒，並見證鎵的迷人特性。從設計和美術到建築和施工，從科學實驗室到你的家中，以前所未有的方式欣賞材料的驚人用途！*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。Adventures with Materials is an immersive encounter with more than 15 fibres, minerals, resins and metals that have a wide range of everyday and specialist applications. What's the difference between natural and synthetic materials? How does amber capture a slice of prehistoric life? Why is cotton one of the world's most important crops? Spin some fine fabric with the mulberry silkworm. Become an illusionist's apprentice. And witness the mesmerising properties of gallium. From design and the fine arts to building and construction, and from the science lab to your home, appreciate the astonishing uses of materials as never before!

家，對小女孩來說，有熟悉的茶香與溫暖。離開家時，她試著讓自己平靜。夜裡房間陰暗冰冷，她便閉眼想像陽光。作者以親切的故事與溫潤圖畫，陪伴孩子認識自己，學習面對不安，找到心中的勇氣與光亮。Gentle themes of resiliency, mindfulness, and self-care are brought home in this Spanish language edition of a sweet and soulful picture book with charmingly graphic illustrations and a poetic text.Conoce a una niña quien le encanta estar en su hogar, que huele a té de canela y se siente como un pijama calientito. Pero todo es diferente cuando se va de paseo. Aún así, encuentra la manera de sentirse tranquila. Al llegar la oscuridad de la noche sus pies se enfrían y su habitación a veces le da miedo. Es entonces cuando la niña cierra los ojos y crea su propia luz al pensar en el sol.Con simpatía y calidez, la autora e ilustrador Juliana Perdomo enseña a los jóvenes lectores diferentes maneras de encontrar consuelo y confiar en sí mismos. Este afectuoso libro ilustrado invita a los niños a creer que, a veces, todo lo que necesitamos—valentía, felicidad, paz y amor—ya esta en nosotros mismos.Meet

馬莉索愛她繽紛的家鄉古巴，卻不得不獨自前往美國，展開未知的新生活。灰暗的布魯克林、陌生的語言與環境，讓她難以找到家的感覺。但漸漸地，她明白，家的意義，並不只是一個地方，而是內心的歸屬。這本無字圖像小說，帶領讀者靜靜感受移民之路的思念與勇氣。This stunning wordless graphic novel follows a young girl in the 1960s who immigrates from Cuba to the United States and must redefine what home means to her. Marisol loves her colorful island home. Cuba is vibrant with flowers and food and people...but things are changing. The home Marisol loves is no longer safe--and then it's no longer her home at all. Her parents are sending her to the United States. Alone. Nothing about Marisol's new life in cold, gray Brooklyn feels like home--not the language, school, or even her foster parents. But Marisol starts to realize that home isn't always a place. And finding her way can be as simple as staying true to herself.

A is for Atmosphere, B is for Biodiversity, C is for Conservation, D is for, well...you get the picture. This delightful concept book teaches young readers the ABCs of the natural world around us (and how to protect it). From jungles to recycling to wildlife preserves, each letter of the alphabet is represented by a word and image that reflects everything from the rainforest to the savannah to the depths of the ocean, as well as animal life across the continents. Readers will be inspired to join the movement to conserve species and find out how they can make a difference (because you're never too young to start saving the world!).

Learn and play with Dr. Seuss in this ultimate 3rd Grade workbook, with over 300 curriculum-based activities ranging from English, math, social emotional learning, to science! This multi-subject, curriculum-based workbook is developed by education experts, designed to give little learners in 3rd grade a well-balanced education. With perforated pages for easy on-the-go use, your child will learn essential skills for school and life--while having fun! Each playful exercise features familiar Dr. Seuss characters that reinforce school lessons and ensure success in and out of the classroom.This workbook also comes with reward stickers to mark the end of every activity, plus completion certificates for each subject to help build your child's confidence!Your child will learn about: - The writing process- Reading comprehension- Counting from 1-10- Multiplication and division- Fractions and decimals- Laws of energy, force, and motion- Open-mindednessAlso available: Dr. Seuss Workbook: Preschool

鑑於印度大學目前使用的華語教材相當老舊，且與印度的國情與文化有極大差距，故印度臺灣華語教育中心決議為印度學習者編寫一套國別化華語教材。本書以幽默有趣的故事、文化對比的角度介紹臺灣和印度的文化特色。主要學習對象為在印度大學學習華語第二年、華語程度A2 - B1的印度學生，以文化比較與語言學習為主軸，設計在地化的教材。每一課分為七部分：課程目標及課文屬性、課文對話、短文、生詞、語法、跨文化延伸和語言任務。希望此書在印度華語教材和臺印文化交流上扮演領頭羊角色，期盼拋磚引玉，能專門為在印度學習華語的學習者編寫更多元、更適性的華語教材。Given that the Mandarin textbooks currently used by Indian universities are pretty outdated, bearing a large gap with the Indian culture and condition of the nation, TEC has been proactive in advancing pedagogies and teaching materials. Incredible Mandarin is targeted at students learning Mandarin Chinese for the second year at Indian universities or those with Chinese skills between CEFR A2 and B1 levels. This book is designed with localized content aiming at cultural comparison and language learning for communication. The ten lessons are threaded by an interesting story, introducing cultural highlights of Taiwan and India through cross-culture comparison. Each lesson is divided into seven parts: Lesson Objectives and Topic