Natural Language Processing with Python

【新書簡介】本書分為四大部分。第1部分包括第1到13章，主要介紹Go標準函式庫的同步基本操作，包括互斥鎖Mutex、讀寫鎖RWMutex、WaitGroup、條件變數Cond、Once、Map、Pool、Context、 channel等，以及最新的原子操作知識，主要的重點在channel身上，最後還介紹了Go的記憶體模型。第2部分包括第14到18章，主要介紹Go官方的擴充函式庫和第三方的同步基本操作，包括訊號量、SingleFlight、CyclicBarrier、分組操作庫、限流庫等。第3部分包括第19章，主要介紹基於etcd的分散式同步（並發）基本操作。第4部分包括第20章和第21章，主要歸納總結Go的並發模式，並嘗試使用本書介紹的同步基本操作解決經典的併發問題。【本書看點】☆和C一樣快，和Python一樣好學的新一代程式語言★同步基本操作，互斥鎖Mutex、讀寫鎖RWMutex、WaitGroup☆條件變數Cond、Once、Map、Pool、Context、Channel★原子操作原理及實作☆Go的記憶體模式★Go官方及擴充函式、第三方同步基本操作☆訊號量、SingleFlight、CyclicBarrier、分組操作庫、限流庫★Etcd的分散式同步操作☆Go並發模式的實作★經典Go問題解決

AI助攻Python超級入門創意設計 x AI程式實作(全彩印刷)本書內容★★★★★【ChatGPT x Copilot x Gemini助攻】★★★★★★★★★★【創意設計】【潛在應用】★★★★★★★★★★【設計AI程式】★★★★★★★★★★【Python Shell】【Google Colab】★★★★★這是一本完全入門，充滿創意與描述Python未來潛在應用的書籍，閱讀本書內容，讀者可以學會下列知識的創意與潛在應用：◎程式設計基礎　☆創意設計：機器人、ASCII藝術作品、數學魔術、故宮到羅浮宮、地球到月球、Unicode藝術輸出、星空圖案、雞兔同籠、核廢水。　☆潛在應用：房貸。◎程式流程控制　★創意設計：情緒程式、火箭升空、推薦飲料。　☆潛在應用：使用者輸入驗證、遊戲開發中的決策制定、物聯網(IoT)中的條件響應、交通應用中的路線建議、社交應用中的隱私設置檢查、電子商務中的折扣促銷。◎串列(List)與元組(Tuple)　★創意設計：凱薩密碼、旅行包裝清單、生日禮物選擇器。　☆潛在應用：矩陣運算、遊戲棋盤、學生分數表、商品庫存清單、多國語言詞彙表、坐標系統、員工資料、時間序列數據、商品清單、學生成績表。◎迴圈控制　★創意設計：監控數據警報器、關鍵日誌、計時器、國王麥粒、購物車。　☆潛在應用：電影院劃位、簡易投票系統、簡易員工滿意度調查、訂單處理記錄、簡易客戶意見回饋收集、簡易聯絡人資料管理、監控系統。◎字典(Dict)　★創意設計：文章分析、星座字典、凱薩密碼。　☆ 潛在應用：圖書館、管理超市、員工管理系統、餐廳菜單系統、學生課程和成績表、食譜和食材清單、個人行程安排、遊戲角色和屬性。◎集合(Set)　★創意設計：雞尾酒。　☆潛在應用：統計獨特單字的數量、模擬抽獎系統、檢測兩個配置文件的差異。◎函數設計　★創意設計：時間旅行者、故事生成器、冰淇淋的配料、多語言字典。　☆潛在應用：字串雕塑家、數據偵探、圖片濾鏡應用、股票價格分析、語言字典、系統配置字典、城市氣象報告、書店庫存管理。◎類別(Class)　★創意設計：圖書館管理系統、餐廳點餐系統。　☆潛在應用：員工管理系統、產品庫存管理、會議室預訂系統。◎模組開發與應用　★創意設計：時鐘程式、圖書館管理系統模組。　☆潛在應用：提醒休息程式、效能測試工具、生日倒數計時器、年齡計算。◎檔案的讀取與寫入　★創意設計：詩歌

2023年以來， OpenAI相繼釋出了聊天機器人模型ChatGPT、 新一代多模態大模型GPT-4等產品， 以強大的能力俘獲了大量使用者， 顛覆了使用者對於AI的認知。 ▶什麼是ChatGPT？ ChatGPT是一個由OpenAI開發的聊天機器人模型，其透過NLP（Natural Language Processing，自然語言處理）技術實現與使用者智慧對話，開啟了全新AI（Artificial Intelligence，人工智慧）時代。ChatGPT的智慧程度引起了業界的廣泛關注，引發了使用者的熱議，使使用者對AI的未來有了更多的期待。 ▶技術底座：多技術融合助推ChatGPT發展走到11公尺的盡頭，蔡京的題ChatGPT並不是孤立存在的，其成功離不開眾多技術的支持。其背後的技術主要有生成式AI技術、自然語言處理技術、預訓練大模型技術和多模態技術。 ▶內容變革：ChatGPT開啟內容生產力革命 ChatGPT可以輔助使用者輸出多種內容，使內容生產變得更加簡單、高效。可以說，ChatGPT拓展了數位時代的創造力極限，開啟了內容生產力革命。 ▶ 商業展望：ChatGPT商業化之路雛形已現 AIGC技術在發展中完成了深厚的技術累積，這使得ChatGPT在B端與C端實現商業化的條件已經成熟。未來，以ChatGPT為代表的AIGC應用將會更好地服務B端與C端，提升其運作效率。 本書共12章，前5章從5個方面對ChatGPT進行了解讀，幫助使用者全面了解ChatGPT，對其形成完整的認知。第6～12章從傳媒、教育、娛樂、電商、金融、製造和醫療7個方面講解了ChatGPT的應用，展現了ChatGPT的商業價值。 本書特色：本書以ChatGPT為中心，對ChatGPT的相關知識進行詳細的講解。在講述ChatGPT理論知識的同時，還結合許多相關案例，內容詳實，引人深思。本書面向的讀者對象為對ChatGPT感興趣的人士、AI研究者、AIGC領域從業者、科技企業管理者等，能夠為讀者提供全新見解。

*An Instant New York Times Bestseller* The Secret Garden meets A Wrinkle in Time in Greenwild: The World Behind the Door, the first book in the most extraordinary new fantasy series.Open the door to a spellbinding world where the wilderness is alive and a deep magic rises from the earth itself . . . Eleven-year-old Daisy Thistledown is on the run. Her mother has been keeping big, glittering secrets, and now she has vanished. Daisy knows it's up to her to find Ma--but someone is hunting her across London. Someone determined to stop her from discovering the truth. So when Daisy flees to safety through a mysterious hidden doorway, she can barely believe her eyes--she has stepped out of the city and into another world. This is the Greenwild. Bursting with magic and full of amazing natural wonders, it seems too astonishing to be true. But not only is this land of green magic real, it holds the key to finding Daisy's mother. And someone wants to destroy it. Daisy must band together with a bo

Dazzle your friends and family with unforgettable facts and astounding information from BBC children's television host, Radzi Chinyanganya. Ever wondered where to find out the answers to tricky questions about everything from sleep to snow and diseases to diamonds? Then look no further. What's the farthest distance ever run without stopping? Which language has the most words? How many times do we blink each day, year, or in an entire lifetime? How deep is the deepest hole that's ever been dug? How hot are the world's hottest chilies? What astonishing things happen every 60 seconds? Do you know the answers? If not, this book is for you! With quirky questions and answers about every topic you can possibly think of--no question is too random for Radzi!

Based on the hit otome mobile game with an anime, this fantasy comedy about seven devil boys will be available in English-language print for the first time from Seven Seas!As the underworld’s school bells ring, a little sheep wakes up at the Royal Academy of Diavolo in the Devildom—where seven eccentric demon brothers await. This wooly critter is actually a human exchange student…so how did they end up a sheep? Everything is a blank!Now, this sheep must figure out how to turn back into a human and regain their memories as Lucifer and the other demons raise hell with devilish hijinks!

張教授為國立聯合大學客家研究學院文化創意與數位行銷學系的教授，長期投身於AI與數位工具的教學與研究，參與了教育部人工智慧技術及應用領域課程計畫，以及教育部數位人文創新人才培育計畫，致力於推動人文社會學生程式設計、數位工具應用與人工智慧。近年來更關注人工智慧在客家領域的創新應用，尤其在自然語言生成、語音辨識、語音合成領域。為了引導人文學生能夠認識AI、親近AI、應用AI，本書分為第一部：從「零階：no coding 學AI」認識AI 基本概念，透過AI遊戲的圖像、語言、圖像的體驗，了解大數據、機器學習、深度學習等概念，開啟對AI 應用的想像力；第二部分：認識Python 的基本概念、歷史與應用；第三部分：聊天機器人，聚焦自然語言，帶領人文學科的學生能夠走入自然語言模型開發，從自然語言概念，到大數據爬蟲、翻譯系統、語音合成和辨識技術專案實作，最後進入「高階：自然語言模型訓練」，整合剖析本人利用深度學習技術開發臺灣客語翻譯系統和設計客語聊天機器人「阿知牯」的經驗。本書適合來自人文社會科學背景、對人工智慧感興趣的讀者，也適合資訊科技專業的學生和專家。本人身為客家人，也在聯大客家學院服務，特別關注AI 在客家族群和少數語言上的應用，在利用AI 於客家語音合成研發的突破外，在研發過程中，也發現AI 資料偏差問題（Data Bias），尤其是對於像客家這樣的少數族群，因此除了找回資料外，也需不斷的調整與校正，達到AI 生成、語音辨識的正確性。

Inspire kids with the glittering story of pop superstar Taylor Swift! This talented singer–songwriter started as a little country girl with a big dream to become a star. Little Taylor grew up on her family’s Christmas tree farm in Pennsylvania, USA. Then, at age six, she went to her first concert – she saw LeAnn Rimes, the country musician.At that moment, Taylor fell in love with country music! Some of the kids at school didn’t understand but Taylor managed to shake it off! She took her first steps towards stardom by recording a demo of cover songs and sent it to record labels in Nashville, the home of country music. However, while, she enjoyed singing others' songs, she knew all too well that she had to express herself in her own words. So, she started writing her own lyrics and melodies and her natural talent for putting her feelings into words shone through. After signing with a record label, she started working on her first album. Called 'Taylor Swift'

Explore the garden with The Very Hungry Caterpillar in this brand-new interactive push-and-pull board book!Welcome to the garden! Look at all the plants and trees. And in among the flowers is a hive of buzzing bees. Curious minds will love travelling through the garden with The Very Hungry Caterpillar as they push, pull, slide and spin each novelty element throughout the story.Bring the garden to life by spinning the bees around their hive, pulling the rain from the clouds, and sliding the sunflower into the sky!There is so much to discover in this gentle rhyming board book that celebrates the natural world and all the wonderful minibeasts, animals and plants that live just outside our homes. Discover more interactive stories with The Very Hungry Caterpillar:The Very Hungry CaterpillarThe Very Hungry Caterpillar's Bug HuntThe Very Hungry Caterpillar Lift-and-Learn FarmThe Very Hungry Caterpillar Jungle Hide-and-SeekThe Very Hungry Caterpillar's 123 Finger Puppet Book

From #1 New York Times bestselling authors Mindy Thomas and Guy Raz, hosts of the #1 kids podcast Wow in the World, comes another page-turning book filled with 250 amazing facts, photos, and illustrations.What in the wow is a moonbow?Where in the wow was a cat named mayor?Why in the wow is bubblegum pink?And how in the wow does Uranus stink?From an island of pigs to astronauts who wear diapers, the world is full of bonkerballs stuff! Luckily, Mindy Thomas and Guy Raz, hosts of the #1 children's podcast Wow in the World, are here with 250 more fantastic but true facts, covering topics such as roller coasters, mysteries, presidents, big mistakes, language, poop, and more!Filled with eye-popping photos and hilarious illustrations, this is a jaw-dropping survey of some of the most astounding, gross, and all-around-weird scientific facts that will totally wow your world!

Explore the wild and wonderful world of birds with the Junior Scientists series for kids ages 6 to 9 From tiny hummingbirds to powerful eagles and everything in between--our planet is home to so many beautifully feathered friends! This big book of birds is packed with tons of cool facts and colorful photos that offer a fascinating peek into their lives. It's written especially for curious new readers, with engaging trivia and age-appropriate language that lets kids read and explore independently as they learn all about birds! 35 birds to meet-- Kids will discover a variety of bird species like flamingos, penguins, and barn swallows, and find out what they look like, where they live, what they eat, and more. Fun facts--Keep young readers fascinated with cool facts about how baby birds are born, if birds can get lost when they fly, and which water bird eats baby alligators! Learning in action-- You'll even find some activities to try, like helping your child measure their own wingspan, b

The clever and hilarious star of the Geisel Award winners Fox at Night and Fox the Tiger is back in another I Can Read adventure.There's only one Fox . . . except when there are two!Will Fox outfox this new fox? Or will he make a new friend?Carefully crafted using basic language, word repetition, sight words, and whimsical illustrations, Fox versus Fox is ideal for sharing with your emergent reader. The active, engaging My First I Can Read stories have appealing plots and lovable characters, encouraging children to continue their reading journey. Other Fox books include Fox Has a Problem, Fox at Night, Fox versus Winter, Fox the Tiger, Fox Is Late, Fox and the Jumping Contest, and Fox and the Bike Ride.

A very unlucky kid must create a booth for his school carnival while avoiding disaster in the second book in The Very Worst Ever chapter book series! [REDACTED] keeps his name and school secret--even hiding his appearance behind stickers. Why? Because his bad luck is super embarrassing! It's carnival time at school, which means games, food, and fun rides! Not only that, but every student has to come up with a booth and [REDACTED] simply has to win and be gifted the ultimate prize...a LUCKY BRACELET! But first, he needs to come up a winning booth idea, deal with a creepy sad clown, and compete against his best friends. What could go wrong except everything?! With easy-to-read language and illustrations on almost every page, The Very Worst Ever chapter books are perfect for emerging readers.

A very unlucky kid navigates the many challenges of the first day of school in the first book in The Very Worst Ever chapter book series! [REDACTED] keeps his name and school secret--even hiding his appearance behind stickers. Why? Because his bad luck is super embarrassing! It's the first day at a new school, and this fresh new start means absolutely no one knows just how unlucky he is. But after missing his school bus, getting lost looking for his classroom, and getting smacked in the face with a basketball, he quickly realizes he is doomed forever. Luckily, some new friends might just help him make it through the worst first day ever! With easy-to-read language and illustrations on almost every page, The Very Worst Ever chapter books are perfect for emerging readers.

建立智慧型系統的概念、工具與技術「這是一本出色的機器學習資源，包含淺顯易懂的解說，以及豐富的實用技巧。」—François CholletKeras作者，《Deep Learning with Python》作者「本書是運用神經網路來解決問題的絕佳入門資源，涵蓋理論及實踐。推薦給想學習實用機器學習技術的人。」—Pete WardenTensorFlow行動主管深度學習在經歷了一系列的突破之後，已經推動了整個機器學習領域的發展。如今，即使是對於這項技術非常陌生的程式設計師，也能夠使用簡單、高效率的工具，寫出能從資料中學習的程式。這本暢銷書使用具體的例子、最少的理論，以及具備生產水準的Python框架(Scikit-Learn、Keras和TensorFlow)來協助你直接瞭解智慧系統的建構概念與工具。在這本第三版中，作者Aurélien Géron將探索一系列的技術，從簡單的線性回歸開始，逐步發展到深度神經網路。本書包含許多範例程式和習題來幫助活用所學，只要具備一些程式設計經驗即可入門。‧使用Scikit-Learn自始至終完成機器學習專案‧探索多種模型，包括支援向量機、決策樹、隨機森林，和集成方法‧運用無監督學習技術，例如降維、聚類法和異常檢測‧深入探討神經網路架構，包括摺積神經網路、遞迴網路、生成對抗網路、自動編碼器、擴散模型、轉換器‧使用TensorFlow和Keras建構和訓練神經網路，以進行計算機視覺、自然語言處理、生成模型和深度強化學習

How are day and night different in each of the main habitats on Earth? Discover it with this series of books!The Arctic is a cold and unusual place. There are six months of daylight and six months of darkness. How does this affect the creatures that live there? What do animals such as polar bears, walruses, and reindeers do during the long Arctic days and nights? Learn about the Arctic habitat while you follow its natural cycle in this beautiful book!ABOUT THE SERIES:Habitats are the homes of plants and animals. There are many habitats in the world, and they are all different! But habitats themselves can also be very different when the sun shines... and when the stars are out! Some of the animals that live in these habitats are active during the day. They seek the heat and the light of the sun. While other animals are active at night. They like to come out once the temperatures drop. Discover the different habitats of Earth, and learn what animals do as the day goes by, with this new s

This set of Q&A smart cards quizzes readers on their road trip knowledge—national monuments, national parks, state capitals, geographical oddities, and anything else you might see out your window when driving across the U.S.A!It’s fun to be smart with Brain Quest For the Car Smart Cards, a fast-paced Q&A trivia game that will make every road trip a learning adventure! This set of card decks is packed with hundreds of curriculum-based questions about the history, geography, and culture that kids might encounter on a cross country trip across the U.S. Kids ages 9-12 can learn about national landmarks, notable Americans, and natural wonders as they pass the time in the backseat. Plus, state capitals, historical milestones, geographical oddities, mythic figures, and more. Many answers now include background information and explanations that help put learning in context. All Brain Quest products are vetted by a panel of award-winning experts.

The Great Alaska Earthquake is the largest and most powerful recorded earthquake in US history. Lauren Tarshis's story of one child surviving this terrifying natural disaster pounds with page-turning action and heartwarming hope.It was 1964 in the brand-new state of Alaska, a vast land of staggering beauty and heart-stopping dangers. Eleven-year-old Jack had grown up living happily with his parents in an off-the-grid cabin, miles from their closest neighbors. Grizzlies and wolves outnumbered people, and dark winter days were 30 degrees below zero. Jack had always thought of himself as strong -- “Alaska tough”. But then the most powerful earthquake in American history -- the Good Friday Earthquake -- struck.The 9.2 magnitude quake lasted nearly five minutes, destroying downtown Anchorage and sending 30-foot tsunamis into coastal cities, wiping out entire communities. Its vibrations were felt around the world. In the end, it caused billions of dollars in damage and the death of 129 peopl

Can we ever go home again? This question lies at the heart of Homecomings by Wong Yoon Wah, a veteran Singaporean poet and a prominent voice in global Chinese literature.In these poems, Wong delves into his country’s precolonial and colonial history, the natural heritage of the rainforest, his memories of his kampung hometown, his heartbreak at the closure of Nanyang University, and the global traumas of European colonisation and the 2004 Indian Ocean tsunami.He expresses the loneliness and dislocation of the Chinese diaspora, as well as the sorrow of his generation as so many of their cultural touchstones are destroyed in the name of progress. At the same time, he embraces a planetary mode of thinking, sensing rapport with fellow humans from distant cultures and geographies, identifying even with the plants and animals that compose our ecosystem.Filled with nostalgia, bitter irony and strange beauty, Homecomings is a love letter to the past, revisiting its glories, making peace with t

Pass the magic on! This enchanting multi-author series is like American Girl with magic.In this book, written by bestselling author Sarah Mlynowski and three-time Newbery Honor recipient Christina Soontornvat, the magic bracelet comes to a girl in Texas, who ends up in a Groundhog Day-style time loop.Lucy Usathorn of Fort Worth, Texas is super excited for her class trip to the Natural History Museum, where her dad works. Sure, Ms. Brock, the strict school librarian who happens to be dating Lucy's dad (awkward) is chaperoning, but it'll still be the best day ever, right?Wrong! Lucy has to watch in shock and humiliation as her dad proposes to Ms. Brock. Lucy is distraught. If only she could do this whole day over from scratch...Enter the magic bracelet. It arrives in the mail, with a long letter from Addie, a girl in Columbus, Ohio, who had the bracelet last time. The bracelet grants wishes, and Lucy knows just what to wish for: a do-over day, where she'll fix everything and most importa

The Great Alaska Earthquake is the largest and most powerful recorded earthquake in US history. Lauren Tarshis's story of one child surviving this terrifying natural disaster pounds with page-turning action and heartwarming hope.It was 1964 in the brand-new state of Alaska, a vast land of staggering beauty and heart-stopping dangers. Eleven-year-old Jack had grown up living happily with his parents in an off-the-grid cabin, miles from their closest neighbors. Grizzlies and wolves outnumbered people, and dark winter days were 30 degrees below zero. Jack had always thought of himself as strong -- “Alaska tough”. But then the most powerful earthquake in American history -- the Good Friday Earthquake -- struck.The 9.2 magnitude quake lasted nearly five minutes, destroying downtown Anchorage and sending 30-foot tsunamis into coastal cities, wiping out entire communities. Its vibrations were felt around the world. In the end, it caused billions of dollars in damage and the death of 129 peopl

．利用熱門的Python語言，深入解析APCS公告試題。．由基礎知識到解題技巧，以清晰易懂的方式闡釋程式設計核心觀念。．詳細探討觀念題的知識要點，徹底分析實作題的關鍵內容。．不再為APCS考試感到困惑，成功提升在APCS檢測中的表現，贏得競爭的優勢！使用「MOSME 行動學習一點通」，登入會員與書籍序號後，可自我練習，即學即測即評。評量：可在線上反覆練習書內題目。詳解：在線上即時練習書內題目後，可立即核對答案，查閱詳細解析。加值：提供本書的範例檔案、素材給讀者下載使用。

Hop to it with Science Comics: Frogs, the next volume of First Second's middle-grade nonfiction series!Every volume of Science Comics offers a complete introduction to a particular topic—dinosaurs, the solar system, volcanoes, bats, robots, and more. Whether you're a fourth grader doing a natural science unit at school or a thirty-year-old with a secret passion for airplanes, these books are for you!With their signature sounds, athletic tongues, and bulging eyes, there’s a lot to love about frogs! But did you know that they soak up air and even liquid through their skin? Or that they use their eyes to swallow food? From tiny tadpoles in water to boisterous bullfrogs on land, the life cycle of these amphibious acrobats is one of the coolest examples of metamorphosis around. So pull up a lily pad and dive in, because the frog facts in this book will truly give you something to croak about!

The magic and mastery of anime springs to life in this gorgeous celebration of the genre that features more than one hundred and fifty full-color frames. A uniquely powerful form of artistic expression, anime has embraced complex and provocative ideas since its inception in the mid twentieth century. This dynamic and wide-ranging book explores eighty key themes of the genre, from wars to natural disasters, nature to ecology, childhood to magic, dystopias to fables. It looks at more than one hundred masterpieces of Japanese animation, including Akira, Ghost in the Shell, One Piece, Princess Mononoke, Grave of the Fireflies and Howl's Moving Castle, to show how practitioners consistently balance tradition with modernity and how anime's distinct style has influenced other forms of media such as video games, comic books and live-action films. Covering an enormous range of talent--from Isao Takahata, Katsuhiro Ôtomo, and Makoto Shinkai to Studio Ghibli and Mamoru Oshii--it demonstrates how

Dig deep to discover the story of our planet - through its rocks and minerals! Make reading your superpower with DK's beautiful, leveled nonfiction. Use your reading superpowers to learn all about different rocks and minerals - a high-quality, fun, nonfiction reader - carefully leveled to help children progress. Rocks and Minerals is a beautifully designed reader all about Earth's geology - the different kinds of rocks and minerals, their properties and uses, and how to protect our natural resources. The engaging text has been carefully leveled using Lexiles so that children are set up to succeed. A motivating introduction to using essential nonfiction reading skills. Children will love to find out about rocks and minerals, from floating pumice to valuable gold and gemstones.

From the multiple award-winning creator of Small in the City and the illustrator of I Talk Like a River comes an innovative and moving look at memories, filtered through the mind of a child. Tucked in bed at a new apartment, a boy and his mother trade favorite memories. Some are idyllic, like a picnic with Dad, but others are more surprising: a fall from a bike into soft piled hay, the smell of an old oil lamp when a rainstorm blew the power out.Now it’s just the two of them, and the house where all those memories happened is far away. But maybe someday, this will be a favorite memory, too: happy and sad, an end and a beginning intertwined.In a series of warm and wistful vignettes, as achingly fleeting as childhood memories always become, Sydney Smith takes us into the mind of a young person processing a bevy of complex emotions during a major life change. Do You Remember? is a stirring meditation on holding fast to the best of the past, and choosing to believe in the future.A New York

 Chapter1 資料的概念：在最開始的地方，以一系列的案例讓讀者認識到資料的價值（1.1），並且學習透過資料的型態（1.2） 和尺度（1.3） 來認識資料。  Chapter2 Python 基礎：對於沒有程式基礎的讀者，會從 Python的介紹和環境安裝（2.1 ∼ 2.2） 開始，並且介紹一些基礎的程式語法與邏輯（2.3 ∼ 2.4），讓讀者可以快速上手Python。  Chapter3 基本數值資料處理：分別介紹在資料分析中最常用到的NumPy（3.1） 和Pandas（3.2），讓讀者可以對各種基本的資料進行處理與分析。  Chapter4 各式資料處理：除了基本的數值資料以外，更進一步介紹對於影像（4.1 ∼ 4.2）、音訊（4.3 ∼ 4.4）、文字（4.5 ∼ 4.6） 類型資料的觀念與實作。  Chapter5 資料前處理：專門介紹各種拿到資料後要先做的前處理方式，包含資料清理（5.1）、資料轉換（5.2），以及如何進行合適的資料視覺化（5.3）。  Chapter6 其他專題補充：針對本書無法展開的內容，透過一個個小實作專題進行補充介紹，包含探索式分析（6.1）、網頁爬蟲（6.2）、機器學習與模型評估（6.3）、ChatGPT API（6.4）、HuggingFace（6.5）、資料管線（6.6）、常見誤區（6.7） 等。

風險建模演算法 「Abdullah Karasan成功展現了在金融風險管理領域中使用機器學習的能力，這是對任何金融機構都攸關重要的功能。」 ―Yves J. Hilpisch博士 The Python Quants與The AI Machine創辦人及總裁 「如果您需要將統計和機器學習方法應用在金融風險分析的入門指南，那麼這是一個很好的起點。」 ―Graham L. Giller 《Adventures in Financial Data Science》作者 金融風險管理在人工智慧的幫助下發展迅速。透過這本實用指南，開發人員、程式設計師、工程師、金融分析師、風險分析師及定量和演算法分析師，將可以機器學習和深度學習模型進行金融風險評估。建立基於人工智慧的財務建模實務技能後，您將學習要如何運用機器學習模型來取代傳統的金融風險模型。 作者Abdullah Karasan幫助您探索金融風險建模背後的理論，再深入研究使用Python運用機器學習模型以對金融風險進行建模的實際方法。 有了這本書，您將可以： ‧回顧經典的時間序列應用並將其與深度學習模型進行比較 ‧使用支撐向量迴歸、神經網路和深度學習來探索波動率模型以衡量風險程度 ‧使用機器學習技術來改善市場風險模型(VaR和ES)，並包括了流動性維度 ‧使用分群和貝氏方法來進行信用風險分析 ‧使用高斯混合模型和關聯結構模型來捕捉流動性風險的不同面向 ‧使用機器學習模型來進行詐欺偵測 ‧使用機器學習模型來預測股價崩盤並識別其決定因素

A powerful exploration of what it means to be a refugee.With simple, direct questions, thoughtful, compassionate answers and stunning illustrations by the Ukrainian artist Oksana Drachkovska, this book explores what it really means to be a refugee. Written with advice from the Refugee Council and drawing on conversations with refugees and aid workers from around the world, the questions cover all stages of a refugee's journey, from fleeing danger and embarking on hazardous journeys, to seeking asylum and struggling to find a new place to call home. The language and scenes have been carefully considered to be appropriate for younger children, providing an extremely useful educational tool for families and schools.

It’s fun to be smart! Now updated with a technology section, these illustration-based card decks will make learning exciting for third graders everywhere.​Brain Quest 3rd Grade Smart Cards helps kids aged 8 – 9 to learn core classroom subjects in a smart, entertaining, and engaging way. It’s a Q&A game that third graders can play with friends, family, or against the clock to test their knowledge. Smart cards feature hundreds of questions with answers to help kids know 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 box1,000 questions and answers covering math, language arts, science, and moreWhat’s New?Technology questions that cover computer science, coding, and technologyUpdated content new and revised questions that include recent key cultural and historic eventsRevised historical content with a focus on balance, diversity, and conscious languageBrain Quest decks are:Aligned with common core state st

It’s fun to be smart! Packed with early learning questions that promote language development, cognitive growth, and social skills, these illustration-based card decks are the key to making Pre-K fun.Loved by kids, teacher approved, and trusted by parents, Brain Quest Pre-Kindergarten question-and-answer cards help children explore and learn about phonics, word study, counting, matching, sequencing, and more! In a set of two decks, Brain Quest Pre-Kindergarten 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 fun300 questions that set the foundation for learningWhat’s New?Technology questions: Introduce children to the basics of computers and technologyExpanded social and emotional learning: Explores feelings and interactions with peersUpdated content: Fresh and relevant to today’s familiesBrain Quest decks ar

It’s fun to be smart! Packed with questions that promote language development, cognitive growth, and social skills, these illustration-based card decks are the key to making kindergarten fun.Loved by kids, teacher approved, and trusted by parents, Brain Quest Kindergarten question-and-answer cards help children explore and learn about phonics, word study, counting, opposites, early adding and subtracting, and more! In a set of two decks, Brain Quest Kindergarten features hundreds of questions to help kids learn exactly what they need to know, when they need to know it.

Cold cases are about to get hot. Don’t miss this exhilarating crime thriller—perfect for fans of Criminal Minds andA Good Girl’s Guide to Murder—from Jennifer Lynn Barnes, the #1New York Timesbestsellingauthor ofThe Inheritance Games.Seventeen-year-old Cassie is a natural at reading people. Piecing together the tiniest details, she can tell you who you are and what you want. But, it's not a skill that she's ever taken seriously. That is, until the FBI come knocking: they've begun a classified program that uses exceptional teenagers to crack infamous cold cases, and they need Cassie.What Cassie doesn't realize is that there's more at risk than a few unsolved homicides-especially when she's sent to live with a group of teens whose gifts are as unusual as her own. Soon, it becomes clear that no one in the Naturals program is what they seem. And when a new killer strikes, danger looms close. Caught in a lethal game of cat and mouse with a killer, the Naturals are going to have to use all o

Cold cases are about to get hot. Don’t miss this exhilarating crime thriller—perfect for fans of Criminal Minds and A Good Girl’s Guide to Murder—from Jennifer Lynn Barnes, the #1 New York Times bestselling author of The Inheritance Games. Seventeen-year-old Cassie is a natural at reading people. Piecing together the tiniest details, she can tell you who you are and what you want. But, it's not a skill that she's ever taken seriously. That is, until the FBI come knocking: they've begun a classified program that uses exceptional teenagers to crack infamous cold cases, and they need Cassie.What Cassie doesn't realize is that there's more at risk than a few unsolved homicides-especially when she's sent to live with a group of teens whose gifts are as unusual as her own. Soon, it becomes clear that no one in the Naturals program is what they seem. And when a new killer strikes, danger looms close. Caught in a lethal game of cat and mouse with a killer, the Naturals are going to have to use

Turn the pages to discover the fire engines with their bumpy doors, squashy wheels and sparkly lights as they speed through the pages of this sturdy board book. Babies and toddlers will delight in the bold illustrations and touching the fuzzy, furry, smooth and soft fabric patches on each page. That's not my...books are designed to be shared and support sensory and language development. Don't forget to spot the familiar little white mouse on every page of this sturdy board book, perfect for little hands. DID YOU KNOW...? One That's not my...book is sold every minute in the UK! With over 60 titles to choose from, there's a That's not my... book for everyone.

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 3rd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 2nd grade and build a preview of the upcoming 3rd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 1st grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in kindergarten and build a preview of the upcoming 1st grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement

DON'T LET SUMMER VACATION SLOW DOWN YOUR CHILD'S EDUCATION! Get your little learner ready for 2nd grade with this week-by-week summer workbook and the help of beloved characters like the Cat in The Hat, the Lorax, and Horton.Stop "summer slump" in its tracks with the help of Dr. Seuss! Learning loss during summer break can be a challenge, but with the Summer with Seuss Workbook series, you can keep your child smiling and learning from the end of the school year to the start of the next.Organized in weekly units, kids puzzle, play, and explore essential skills through engaging activities that reinforce the critical skills learned in 1st grade and build a preview of the upcoming 2nd grade year.130+ pages of fun-filled, curriculum-based learning activitiesEasy-to-follow weekly format with 10 weeks of plansReinforces Math, English/Language Arts, Science, and moreIncludes activities, puzzles, and creative projects that engage kids' interestReward stickers and a completion chart to cement ki

This revised edition of Everything You Need to Ace World History is the same indispensable resource so many students depend on, updated with new and improved content that thoughtfully explores World History. Sections that cover culture, social movements, war, colonialism, and imperialism have been revised with an eye for balanced viewpoints, and cultural competency, examining the contexts of power, oppression, resilience, or transformation. An updated final unit includes new material bringing the book into the 2020s with content focusing on updates in technology, climate change, space exploration, global security, the COVID-19 pandemic, and more. By providing a well-rounded context, decentering Indo-European perspectives, and using language that recognizes the humanity of historical subjects BFN World History will be a critical tool for students as education styles shift toward this informed approach to history. Big Fat Notebook is a first of it's kind series of subject specific study

讓你一次學會：物聯網通訊、濾波器設計、影像追蹤與馬達控制四大技術 本書帶你使用 Node-RED 與 Python 在樹莓派上實現大部分物聯網所需的觀念與技術，並搭配 Arduino 與 ESP32 實現數位濾波器設計與 MQTT 雙向控制系統等進階主題，因此讀完本書，各位不僅能學到物聯網系統的重要觀念與技術之外，還可以學會：物聯網通訊、濾波器設計、影像追蹤與馬達控制等四大關鍵技術。 本書特色 → Node-RED 與 Python 編程技術 → 雙向 MQTT 物聯網控制技術 → 步進馬達控制技術 → 數位濾波器設計技術 → OpenCV 影像模板比對技術 → 串列通訊與訊號頻譜的底層邏輯與驗證