Machine Learning for Email

A practical, scenario-based tutorial, this book will help you get to grips with machine learning with Python and start building your own machine learning projects. By the end of the book you will have

Sewing Machine Secrets is an indispensable resource for sewers at all levels, showing the reader how to choose, use and maintain their sewing machine, matering sewing techniques and learning handy tip

Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annot

Today's Web-enabled deluge of electronic data calls for automated methods of dataanalysis. Machine learning provides these, developing methods that can automatically detect patternsin data and then us

Reinforcement and Systemic Machine Learning for Decision MakingThere are always difficulties in making machines that learn from experience. Complete information is not always available—or it beco

This volume investigates algorithmic methods based on machine learning in order to design sequential investment strategies for financial markets. Such sequential investment strategies use information

Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of stat

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of

Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning as well as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon, and the extensive experimental investigation that supports its presence. They then turn their attention to the possible implications and explore appropriate methods for tackling them. Weaving together fundamental aspects of computer science, statistical physics and machine learning, the book provides sufficient mathematics and physics background to make the subject intelligible to researchers in AI and other computer science communities. Open research issues are also discussed, suggesting promising directions for future research.

This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used m

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems

Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modelling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modelling of environmental data, oceanographic and hydrological forecasting, ecological modelling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing websites for downloading computer code and data sources. A resources website contains datasets for exercises, and password-protected solutions are available. The book is suitable for first-year graduate students and advanced undergraduates. It is also valuable for resear

Machine learning methods originated from artificial intelligence and are now used in various fields in environmental sciences today. This is the first single-authored textbook providing a unified treatment of machine learning methods and their applications in the environmental sciences. Due to their powerful nonlinear modelling capability, machine learning methods today are used in satellite data processing, general circulation models(GCM), weather and climate prediction, air quality forecasting, analysis and modelling of environmental data, oceanographic and hydrological forecasting, ecological modelling, and monitoring of snow, ice and forests. The book includes end-of-chapter review questions and an appendix listing websites for downloading computer code and data sources. A resources website contains datasets for exercises, and password-protected solutions are available. The book is suitable for first-year graduate students and advanced undergraduates. It is also valuable for resear

This book discusses machine learning algorithms, such as artificial neural networks of different architectures, statistical learning theory, and Support Vector Machines used for the classification and

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems

Machine Learning: Discriminative and Generative covers the main contemporary themes and tools in machine learning ranging from Bayesian probabilistic models to discriminative support-vector machines.

This book introduces the newly developed Extreme Learning Machine (ELM) including its theories and learning algorithms. ELM is a unified framework of broad type of generalized single-hidden layer feed

《新世紀福爾摩斯》經典人物場景著色本。 The visual landscape of the BBC's Sherlock is rich and complex. The Mind Palace is a unique celebration of that world, featuring over 50 intricate pieces of artwork for fans to col

Look at the owl and the pig and the bear and the puppy and the rabbit. What do you think they're waiting for?Something wonderful?A visitor?A surprise?Maybe they're waiting for you! 商品除瑕疵品外，恕不接受退換貨因拍攝略

如果有一天變成熊，你會做什麼？在本書中，「我」一早醒來，吃早餐、騎摩托車，還順手拯救被熱氣球帶走的好朋友——這些都是再正常不過的「熊日常」。當然，不可能站在全班面前做一份無聊又詳盡的熊類報告吧？Corey R. Tabor 以第一人稱視角巧妙鋪陳，讓讀者彷彿成了那隻熊，畫面邊緣還能看見熊的手腳晃動，幽默感十足。故事在出其不意的轉折中揭露真正的說話者，也溫柔回應孩子對上台報告的緊張。曾獲 Caldecott Honor 與三座 Geisel Award 的作者，再次帶來兼具創意與笑點的圖畫書。Assignment: Imagine yourself as a bear for the day. What would you do? Caldecott Honor and three-time Geisel Award–winning author and illustrator Corey R. Tabor offers an inspiring—and surprising—answer in this funny picture book for fans of Mo Willems, David Shannon, and Peter Brown.If you were a bear for a day, what would you do? Probably wake up, eat breakfast, go for a motorcycle ride, and rescue your best friend from a rogue hot air balloon. . . . You know, normal bear stuff!You certainly wouldn’t stand in front of the whole class and give a boring, detailed, and informational report about bears.Dynamically illustrated from the bear’s perspective, the Caldecott Honor and three-time Geisel Award–winning Corey R. Tabor delivers an innovati

INSTANT #1 NEW YORK TIMES BESTSELLER! "Prepare to meet your next obsession." -- Rebecca Ross, author of Divine Rivals From New York Times bestselling author Rachel Gillig comes the next big romantasy sensation, a gothic, mist-cloaked tale of a young prophetess forced on an impossible quest with the one knight whose future is beyond her sight. Perfect for fans of Jennifer L. Armentrout and Leigh Bardugo. Sybil Delling has spent nine years dreaming of having no dreams at all. Like the other foundling girls who traded a decade of service for a home in the great cathedral, Sybil is a Diviner. In her dreams she receives visions from six unearthly figures known as Omens. From them, she can predict terrible things before they occur, and lords and common folk alike travel across the kingdom of Traum's windswept moors to learn their futures by her dreams. Just as she and her sister Diviners near the end of their service, a mysterious knight arrives at the cathedral. Rude, heretical, and devilis

Joining the bestselling Paint by Sticker Kids sticker-activity series is Paint by Sticker Kids: Fairytale Magic, packed with brightly colored storybook worlds, including five foil sticker images. The Paint by Sticker Kids series has sold more than 10 million copies to date, and the reasons are obvious: stickers, stickers, and more stickers! Plus, it's a craft that delivers hours of screen-free, mess-free fun. Paint by Sticker Kids: Fairytale Magic is full of brightly-colored scenes from classic storybook tales. Kids will delight in stickering a Snow White's poisoned apple, Rapunzel's tower, Cinderella's glass slipper, the Frog Prince, and more--one sticker at a time. The happily-ever-after edition includes five images that feature foil stickers for an extra touch of magic and fun. Painting by sticker is easy, mess-free, and portable (plus, all the pages are perforated so multiple kids can create at the same time!). The stickers are designed to be easy for small hands to maneuver, and n

Step inside a medieval castle on the eve of a grand jousting tournament when the arrival of a mysterious knight sets tensions rising. In this story you'll discover how knights are trained, how they dress for battle, watch jousting and sample foods sold to excited crowds.- Told in lively comic book style- Perfect for school projects

中小企業工作流自動化的 AI 落地解決方案n8n 助你 n 臂之力，搞定重複事！n8n 是一套開源的工作流自動化工具，其視覺化的節點編輯介面讓使用者無需深厚的程式背景，即可輕鬆串接各種服務與 API，實現真正意義上的「Low Code」辦公室自動化與 AI 落地。▌使用本機 n8n，強化公司資料安全性隨書附贈 n8n 安裝包與作者開發的 Excel 相關社群節點，讓讀者免用 Docker 即可快速完成 n8n 環境建置，並能連結本地 Ollama 建立 AI Agent，輕鬆做到各種辦公室自動化工作流。▌讓辦公室高重複性工作全面自動化本書主題涵蓋網路資料擷取、AI 文字生成與摘要、Excel 試算表自動化、Email 與 LINE Message 推播，以及本機檔案資料夾處理等實際商業應用場景。▌無痛從本機環境擴展至雲端服務如有雲端應用需求，本書亦說明如何透過 Tunnel 技術打通本機到雲端的連線，並進一步整合 Google 雲端服務的 OAuth，以及 Webhook 與 LINE Bot 的雲端 AI 應用。▌結合 Vibe Coding，打造專屬功能不求人當官方未提供所需的 n8n 節點功能時，只要請 Claude 協助撰寫 Code 節點的對應程式，或本機 Python 程式，就能做出你需要的功能，甚至連 Webhook 的 HTML 表單都難不倒它。除了上述主題，本書更整合 AI Agent 與 Tools，讓 AI 不再只是生成文字的對話引擎，而是能真正「動手做事」的 Agent，讓你用 n8n 打造安全可控、類 OpenClaw 自動化能力的小龍蝦（MiniClaw）。本書特色: ✯ 無腦解壓縮 WinPython 套件即可完成本機 n8n 的安裝，讓所有資料與流程皆在個人電腦上運行。✯ 作者特別針對 Excel 試算表與本機檔案管理的實際需求，開發 5 個 n8n 社群節點：▸ Excel AI：讓 AI 成為試算表的「讀寫與分析」大腦，進行內容分析、資料摘要與自動填寫。▸ Excel API：實現本機 Excel 的「多工與 SQL」操作，支援多人並行處理同一份 Excel 檔案。▸ Excel Watcher：賦予 n8n「監控與即時觸發」能力，打造即時反應的自動化機制。▸ Excel Templater：精準生成格式完整的報表或文件，使其成為

Uncover the wonders of Ancient Egypt with this interactive trivia book from Jeopardy! host and champion and New York Times bestselling author Ken Jennings! Travel back in time with Ken Jennings to become a Junior Genius! Did you know that the Egyptians invented toothpaste? Or that the Great Pyramid of Khufu was the tallest building on Earth for almost 3,800 years? Discover fascinating facts about Egypt's amazing monuments, powerful pharaohs, and more in this Junior Genius Guide filled with neat illustrations, cool trivia, and fun activities.

蟑螂版福爾摩斯出任務！《Sherlock Roach》：讓孩子愛上閱讀的第一本「偵探橋樑書」（如果不怕蟑螂的話）消失的餅乾屑，只有他能找回來！當「蟲蟲市」最偉大的偵探 Sherlock Roach 遇上他最忠誠的搭檔 Dr. Wormston，一場發生在地下世界的美味謎團就此展開。面對神祕失蹤的酥脆餅乾屑，這對好友必須穿梭在昆蟲界的暗處尋找線索。他們能在所有餅乾屑被吃光前破案嗎？如果您正在尋找一本能讓孩子放下平板、主動拾起書本的作品，《Sherlock Roach and the Case of the Crunchy Crumb》就是那個完美的鉤子。它不只是一個偵探故事，更是培養孩子邏輯推理、觀察力與閱讀耐心的最佳起點。Star Chapter Books are the perfect bridge for kids moving beyond beginning readers but not yet ready for longer chapter books. With short chapters, bold two-color illustrations, and fast-paced, funny stories, these confidence-building books make reading fun and rewarding.In this quirky animal mystery, Bugopolis's greatest detective takes on his tastiest case yet--the hunt for a missing crumb!Sherlock Roach and his loyal partner Dr. Wormston are more than just a detective duo--they're friends who always stick together. When a very important crumb vanishes without a trace, the pair hunts for clues throughout the insect underworld in a mystery that's easy to follow, fun to read,

For fans of the Warrior Cats franchise, this action-packed sequel follows Zephyr, a tank-bred axolotl newly freed into the lake whose rebel faction is intent on destroying the Immortal Code. Zephyr isn't out to make friends. After a grueling escape from an axolotl breeding facility all he cares about is being reunited with his sister Luna. He places his trust in Neptune, a wise tiger salamander, who promises to look for her. But the search is fraught, and Neptune refuses to venture above in the dark. Feeling betrayed, Zephyr sets off on his own and soon encounters Jasper, an ambitious axolotl hungry for power. Zephyr quickly finds himself embroiled in a fight between axolotls who believe regeneration is the key to survival and others who want to evolve and roam free. The struggle for power is vicious, and there are many more dangers waiting for them both above and below the surface of the lake. This thrilling adventure is complete with legendary battles, incredible alliances, and a mov

Abandoned at birth, Ace struggles to survive both human and animal predators in his quest to save himself--and his entire species--in this epic middle grade fantasy for fans of Warrior Cats, starring the X-Men of the sea: axolotls. There's danger lurking in the depths of the lake. Ace learns this early when his twin brother cruelly devours his tail and leaves him for dead. Separated from his family, he is cast off into the depths of a perilous waterway. Ace is wary to trust others, but his survival will depend on it as he navigates treacherous algae blooms and hunts for food, all while he waits for his tail to regenerate. And when he stumbles upon a glowing green axolotl named Ariel, he learns that with training axolotls can develop an incredible power: immortality. With high rewards come unspeakable risks, and Ace has been hurt before. But the potential to cheat death might be too hard to resist. This action-packed adventure explores the strength that develops through adversity as Ace

Another laugh-out-loud monster adventure in the Billy and the Mini Monsters chapter book series, perfect for newly independent readers and fans of Wigglesbottom Primary.Billy LOVES football! He wants to play as well as his football hero... But in the first match of the season, Billy's game does NOT go to plan. The Mini Monsters are worried, too. Does Billy love football more than them? Maybe it's time for the Mini Monsters to start playing football... What could possibly go wrong?

◎代理經銷 白象文化這是一本自閉症兒童繪畫與成長的歷程，記錄著身為母親，從確診開始，在各不同成長階段，一路身、心的陪伴與照顧的過程。This is a book about the painting and growth process of autistic children. It records the process of being a mother, starting from the diagnosis, and accompanying and caring for you physically and mentally at different stages of growth.

In the time before The Force Awakens, where is the Millennium Falcon?!Less than satisfied with a settled life, Han Solo lands on the idea of reclaiming the Falcon and returning to a life of adventure. The problem is, he can’t find it! After enlisting a less than enthusiastic Chewbacca, the duo embarks upon a quest to reclaim the greatest ship in the galaxy. Standing in their way are a laundry list of rogues who have staked a claim to the Millennium Falcon as well — like Ducain, the villainous scoundrel who stole it!COLLECTING: Star Wars: Hunt for the Falcon (2025) #1-5

Elephant and Piggie stick together like only best friends can! This fun-filled sticker-scene book features favorite Elephant & Piggie adventures along with special guest appearances from a cast of pals including Snake, Bat, Whale, and Ice Cream Penguin. Dance with Gerald, play ball with Snake, make slop with Piggie, go for a drivey-drive-drive, and so much more!

偶像、網紅、吸血鬼……特別的世界與情境。收錄〈Cry for the Moon〉、〈Pink for Tear〉、〈和那女孩變熟的方法〉、〈不當偶像後想做的事〉、〈不要叫我王子殿下〉、〈白妙大人，要保密喔〉、〈藍天與白色緞帶（雙人部屋）〉、〈明天醒來後（雙人部屋）〉等八篇百合作品。 ©2024 YUKIKO╱GENTOSHA COMICS INC. ★首刷限定精美典藏書卡！（首刷售完即無贈品） ★雪子的「百合」作品集，收錄未公開新稿。

没看過《學霸托福ALL IN ONE》你敢上考場嗎？4大高分關鍵，讓你輕鬆征服新制TOEFL托福測驗！！就算你已經背完上萬個英文單字、做完上千題模擬試題，考前一定要看《學霸托福ALL IN ONE：30天托福TOEFL聽說讀寫全攻略》！「資深海外留學檢定名師」徐千惠 Chantal Hsu親自執筆，結合多年教學經驗與最新出題趨勢，近十年教學經驗精華大彙總！聽、說、讀、寫四大領域 ALL IN ONE！本書專為想在短期衝刺高分的考生而設計，針對 2026年新制變革，首度導入「適性測驗」機制全解析。透過30天系統化訓練與 「讀聽先行、說寫後應」 的遞進式設計，幫你在測驗縮短30%的高壓環境下穩定提升實力，直攻 TOEFL 5.5！《學霸托福ALL IN ONE》「每一頁都是重點，每一題都是必考題」！★全面解析最新「適性測驗」機制針對「聽、說、讀、寫」四大領域，精準對接最新適性測驗邏輯。詳細解析電腦化讀聽測驗第一階段的答題準確率如何影響第二階段的難度，手把手帶你鞏固基本分、破解高配分題型，讓你在有限的備考時間內，穩定達成TOEFL 5.5的目標！★從基礎「聽讀」到極速「說寫」的奪分路徑從輸入到輸出的完整應試路徑，採「先理解、後表達」的系統化備考邏輯，以語意理解與字彙累積為根基，迎戰反應時間極短的新制口說模擬面試及Email 寫作的雙重挑戰，在嚴格的時間壓力下，讓你仍能精準輸出、有效作答。★攻略新制托福寫作，附贈三種程度的範文完整對應新制寫作涵蓋的「電子郵件」與「學術討論」雙重任務，，獨家提供 B2、C1、C2 三種等級範文解析，幫助不同程度的考生精準剖析高分技巧，在短時間內完成邏輯清晰的文章。讓你在測驗縮短的高壓下，依然能精準輸出、不卡關。★附三回模擬試題、專業外師發音音檔全書最後提供三回聽說讀寫完整模擬試題，再搭配Youtor App（內含 VRP 點讀筆）使用，即可聆聽由外籍教師專業錄製的聽力、口說音檔，隨時隨地練習跟讀，同時強化聽力敏銳度與口語流暢度。【使用說明】無論你之前看了什麼教材、上過什麼課，面對新制TOEFL大改版：測驗時間縮短、題型更新、難度適性調整。想知道考點有哪些、怎麼快速準備？本書提供市面少見的完整獨家攻略，讓你游刃有餘地上考場！稱霸新制TOEFL托福考試！一舉奪下5.5高分！ Step 1 4週全面掌握聽說讀寫！本書專為TOEFL托福測驗十年來最大

★全球第一本艾瑞克森取向兒童和青少年心理治療手冊。★艾瑞克森取向療法高度兼容並蓄，可合併敘事治療、家庭治療、依附理論、腦科學，甚至當代心理學的實證發現，綜合運用，制定出家庭端與學校端都能輕易實踐的創意治療方案。★深刻契合台灣學校SEL（社會情緒學習，Social and Emotional Learning ）教育建立正向情緒的關鍵政策。全球第一本艾瑞克森取向兒童和青少年心理治療手冊洞察「問題」中的暗示，順勢而為，即成解方來到診間的孩子，往往帶著各種「問題」。大人試圖將孩子的沉默、衝撞、不合作「扭轉回正途」，卻屢屢挫敗。但從艾瑞克森取向的治療觀點來看，其實無限的改變契機正在眼前攤開！艾瑞克森療法認為，人們所求助的「問題」本身就藏著解決的線索和資源；治療的任務，就是讓它們有機會被喚起。這樣「順勢而為」的治療精神，非常適合應用在兒童和青少年身上。本書教導治療師喚起個案的內在資源，不只幫你快速掌握「量身定做」、「順勢而為」、「策略性」、「去穩定化」、「體驗性」與「自然主義」等艾瑞克森取向六大核心能力，並透過生動的案例故事，演示這些能力是如何一次又一次付諸實踐。八個案例故事涵蓋台灣常見的兒童和青少年心理困境，例如拒學、自閉、憂鬱、社交退縮等，提供的不只是技術，更是看待症狀、關係與改變的獨特視角，能有效幫助治療師、家長、教師與孩子連結，改善互動，化危機為轉機。艾瑞克森取向療法高度兼容並蓄，可合併敘事治療、家庭治療、依附理論、腦科學，甚至當代心理學的實證發現，綜合運用，制定出家庭端與學校端都能輕易實踐的創意治療方案，深刻契合台灣學校SEL（社會情緒學習，Social and Emotional Learning ）教育建立正向情緒的關鍵政策，一起陪伴孩子們渡過成長歷程的風暴。《孩子的「問題」在說話：順勢而為的艾瑞克森取向兒童青少年催眠治療》是首部深入探討如何將強大的艾瑞克森治療模式，應用於兒童與青少年領域的中文著作。書中不僅涵蓋了深刻的個案研究，更為家長與學校系統提供了極具價值的系統性建議。──傑弗瑞•薩德博士米爾頓•艾瑞克森基金會創辦人與主席青少年充滿叛逆的內在和力量，本書透過艾瑞克森式催眠協助轉化叛逆運用力量，為青少年量身訂做了一個非常有效的過程，最終達到改變青少年的內在和行為。本書是一本不可多得的好書，極力推薦。──樊雪春台灣師大教育心理與輔導博士、華人艾瑞克森催眠治療學

INSTANT NEW YORK TIMES BESTSELLER · When San Francisco is under strange attacks—like earthquakes affecting only two city blocks at a time—who're you gonna call? An elite team of crime-fighting underdogs, that's who! The Misfits are on the case in this hilarious illustrated series!“For any kid who’s felt like a misfit, this crackling adventure packs a wallop!” —Lincoln Peirce, creator of Big NateOof! After solving the case of the Royal Rumpus, Olive Cobin Zang and her elite team of underdogs are on top of the world. As the awkward, crime-fighting Misfits, they’re acing every mission thrown at them from NOCK (aka No One Can Know, the covert agency they work for).But when their classmate Zeke starts receiving threatening notes, the Misfits are stumped. They’re no strangers to danger, but this case is a total head-scratcher. Who would target kind, friendly Zeke . . . unless he’s not what he seems to be?At the same time, unusual earthquakes start shaking up San Francisco just as priceless a

Jump-start your preschooler's exposure to vocabulary using this adorable book featuring 100+ foundational words for their favourite animals!Help your preschooler learn their first words faster with this beautifully illustrated board book featuring 100+ foundational words for their favorite animals—designed by a licensed speech therapist to support early speech development.Perfect for babies and toddlers, this engaging book introduces 100 foundational first words through charming watercolor illustrations of animals your child already loves.Why Parents Love It:• Builds early vocabulary for babies & toddlers• Supports language development with functional, everyday animal words• Designed for little hands with a durable, easy-to-hold board book format• Created by a certified speech therapist for trusted learningExplore a World of Animals:Farm, jungle, ocean, forest, pets, bugs, and more—making it one of the most engaging animal books for boys and girls.Interactive “Seek & Find” Lear

Welcome to The Very Noisy House! Knock on the door – RAT-A-TAT-TAT – and let’s see what’s inside . . . In this noisy adventure jam-packed full of sounds, you’ll make your way through the mixed-up room (where elephants say baa!), down into the spooky cellar (look out for the ghost!), through the super-quiet secret passageway (shhh, whispering only!) . . . and if you’re feeling brave, you could even try opening that grrrrrowling cupboard. A noisy adventure with a quiet bedtime ending that encourages little ones to play along. Also by Sally Nicholls and Gosia Herba: The Nose, Toes and Tummy Book

When you press the sound button on each page of this delightful book, you'll hear different instruments getting ready for the big concert... until they all play together at the end. With charming illustrations full of humorous details to talk about, and a sprinkling of facts about the orchestra, this is a perfect introduction to the magic of classical music.

A hilarious alphabet adventure that will have readers racing from A to Z!A is for apple. B is for ball. C is for castle. But wait! D is NOT for dog. There's a wolf in this book and it's lurking right behind you. YOU are the hero of this story! Can you spot the sneaky wolf hiding throughout this book, escape its clutches and make it all the way to Z? You better watch out for its devious disguises!From the creators of award-winning How to Count to One, featured in the New York Times, comes this mad-cap story that will have you on the edge of your seat! How well do you know your ABC?Praise for How to Count to One:"Just as we once screamed at a pigeon not to drive the bus, we now, with similar glee, take on Salmon as he commands us not to count past one." - New York Times"This debut is more than a book; it's an invitation to have fun." - Observer"Counting book with a delightful difference" - GuardianIncludes a FREE Nosy Crow Stories Aloud® audiobook! Scan the code, hear the story.