Natural Language Processing with Python

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。

In this fifteenth Henry Heckelbeck adventure, Henry tries to prove he's too old for a babysitter! Henry's parents are going on a date night and have hired a babysitter. But Henry's not a baby, he's a wizard! And the last thing he needs is a nosy stranger looking into his room and discovering his magic Book of Spells. Can Henry convince his parents that he's old enough to stay home alone? With easy-to-read language and illustrations on almost every page, the Henry Heckelbeck chapter books are perfect for beginning readers.

*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!

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。

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

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

In this fourteenth Henry Heckelbeck adventure, Henry's homemade slime gets out of control! Henry is determined to make the gooiest, stickiest, slimiest slime. It's going to have glitter and cool colors...just as soon as he can stop it from swallowing everything in its path! Henry's slime might have gotten a little bit out of hand. Can he find a way to tame it, or will his super slime become a super disaster? With easy-to-read language and illustrations on almost every page, the Henry Heckelbeck chapter books are perfect for beginning readers.

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

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!

 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。

Discover all the cut-throat facts about Wicked Words with history’s most horrible headlines: Wicked Words edition. Jump into the origins of lamentable language with Terry Deary, the master of making history fun. Learn how to be very rude (without anybody knowing), discover some murky Medieval jokes and what to say if someone called you mundungus, hackum or jabbernowl. It’s all in Horrible Histories: Wicked Words: fully illustrated throughout and packed with hair-raising stories – with all the horribly hilarious bits included with a fresh take on the classic Horrible Histories style, perfect for fans old and new the perfect series for anyone looking for a fun and informative read Horrible Histories has been entertaining children and families for generations with books, TV, stage show, magazines, games and 2019’s brilliantly funny Horrible Histories: the Movie –Rotten Romans. Get your history right here and collect the whole horrible lot. Read all about it!

Help your child power up their reading skills and learn all about the world's fastest animals with this fun-filled nonfiction reader carefully leveled to help children progress.DK Super Readers Pre-Level: Fast Animals will introduce kids to a parade of speedy animals--from the sprinting cheetah to a shrimp making a speedy catch of its dinner--and is a motivating introduction to using essential nonfiction reading skills, proving ideal for children ready to enter the riveting world of reading. DK Super Readers take children on a journey through the wonderful world of nonfiction: traveling back to the time of dinosaurs, learning more about animals, exploring natural wonders and more, all while developing vital nonfiction reading skills and progressing from first words to reading confidently. The DK Super Readers series can help your child practice reading by: - Covering engaging, motivating, curriculum-aligned topics.- Building knowledge while progressing key Grades Pre-K and K reading sk

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

Get a charge out of Science Comics: Electricity, 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!From simple circuits to giant grids, fossil fuel power plants to wind farms, electricity keeps the world running. In Science Comics: Electricity, you’ll discover where electricity comes from, why lightning suddenly strikes, and how we’ve harnessed it all to turn the lights on in your room. Ready for action? Get energized with electricity!

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

Watch out for some wild weather! Make reading your superpower with DK's beautiful, leveled nonfiction. Use your reading superpowers to learn all about volcanoes from where they start to what happens when they erupt, famous eruptions, how we can learn about them and even make a model of one - a high-quality, fun, non-fiction reader - carefully levelled to help children progress. Eruption! The Story of Volcanoes is a beautifully designed reader all about these dramatic natural features of our world. The engaging text has been carefully levelled using Lexile so that children are set up to succeed. A motivating introduction to using essential non-fiction reading skills. Children will love to find out how volcanoes are formed; the damage - and the good - they do; where the best places are to see an eruption; and how to build their own model volcano.

本書首先引領你開啟樹莓派的大門，進入充滿神奇、瑰麗、希望的多彩世界。同時，也敞開探索Arduino資源的視窗，指引你善用俯拾皆是的各式珍貴資源。你將一步一步從基本程式設計、簡單電路組裝到測試的紮實演練，最後建立一個實用的物聯網。 本書分成三大部分 ➤ 樹莓派：從開箱設定到GPIO應用 ➤ Arduino：從LED閃爍的控制到Wi-Fi模組的開發 ➤ 樹莓派與Arduino：運用Node-RED融合兩者，輕易開發物聯網 閱讀本書後，你將學到 ✔ 樹莓派GPIO應用 ✔ Python程式設計 ✔ Arduino程式設計 ✔ 樹莓派與Arduino整合應用 ✔ ESP8266 NodeMCU應用 ✔ Node-RED程式設計 本書適用於 ☛ 大專院校「機電整合」、「專題製作」、「網際網路程式設計」等課程 ☛ 高中、高職「微電腦應用實習」相關課程 ☛ 各級學校開辦的正規或短期「物聯網」探索課程 ☛ 創客玩家DIY物聯網

Join Mercer Mayer's beloved character Little Critter at a Monster Truck Rally in this My First I Can Read book! Perfect for fans of trucks and cars.Little Critter wants a new toy Squisher truck!For two weeks, Little Critter does chores to pay for it--he lets the dog in, takes out the trash, and cleans his room. When he finally has enough money, the toy store is all sold out.To cheer up Little Critter, his dad takes him to his Uncle Zeb's Monster Truck Rally. From tricks on two wheels to ridding in an actual monster truck, the rally is the best time ever! But will Little Critter ever get his Squisher truck?Young readers will love the fun illustrations in Little Critter: Monster Truck and the simple text will resonate with the littlest of learners.This My First I Can Read book, is carefully crafted using basic language, word repetition, sight words, and sweet illustrations--which means it's perfect for shared reading with emergent readers.Little Critter: Monster Truck is a good choice fo

現在學機器學習，正是最好的年代！在過去要處理資料，就要用C語言撰寫函數；在Python裡，別人已寫好了許多套件，只要像是在玩樂高積木一樣，就能完成你想要的結果。因此我會說，現在是學機器學習最好的時候，你等於是站在巨人的肩膀上學習。本書沒有複雜的數學，沒有複雜的程式碼，以有系統的編排，引領你進入機器學習的世界。我們會介紹sklearn的資料預處理；簡單線性迴歸、多元線性迴歸、羅吉斯迴歸、K最近鄰、支持向量機、決策樹、隨機森林等監督式的機器學習模型。而在非監督模型上會介紹Kmeans。另外，大部分的書不會強調的ColumnTransformer、管道器製作。許多書沒有解釋清楚的模型預測重要指標：正確率、精確率、召回率、混亂矩陣、綜合報告、PRC曲線、ROC曲線，我們也會一次詳細說明，讓你一手掌握。實例演練時會操作中英文的文字處理，並做情感分析和主題探索。還有知名的大數據資料庫，包括波斯頓房價預測、鳶尾花資料、鐵達尼號資料、威斯康辛大學醫院收集的乳癌腫瘤病患預測、電信公司客戶流失預測、信用卡盜刷預測、Newsgroup新聞群組分類、Amazon商品評論預測、Tripadvisor裡兩家航空公司和數字預測。最後教大家如何將深度學習的模組也包裝到sklearn。現在就讓我們一起學習Python，用機器學習掌握人工智慧。

【新書簡介】★☆★ 全面掌握機器學習的影像處理，豐富實例等你來挖掘！ ★☆★機器學習的影像處理，是當前最熱門的研究領域之一，而這其中OpenCV-Python整合了OpenCV C++API和Python的最佳特性，使其成為電腦視覺領域內極具影響力和實用性的工具。本書透過案例來介紹所有影像相關的技術，包含了基礎演算法、機器學習、深度學習。在基礎部分，有影像安全（影像加密、影像關鍵部位打碼、隱身術）、影像辨識（答題卡辨識、手勢辨識、車牌辨識、指紋辨識、手寫數字辨識）、物體計數、影像檢索、缺陷檢測等。在機器學習部分，則實作了KNN實現字元（手寫數字、英文字母）辨識、數獨影像求解（KNN）、SVM手寫數字辨識、行人檢測、藝術畫（K平均值聚類）等。在深度學習方面，包括了影像分類、物件辨識（YOLO演算法、SSD演算法）、語義分割、實例分割、風格遷移、姿勢辨識等。另外在最流行的人臉辨識相關方面，則提供了人臉檢測、人臉辨識、勾勒五官輪廓、人臉對齊、表情辨識、駕駛員疲勞檢測、易容術、性別和年齡辨識等。本書對電腦視覺涉及的基礎知識進行了全面且系統性的深入梳理，能夠幫助讀者快速掌握該領域的核心基礎知識，此外，透過豐富的實例介紹，也能避免將案例作為單一問題看待的窘境，並且可以從不同的角度理解及分析問題，讓讀者能夠加以組合運用，創建屬於自己獨特的影像處理法寶！※ 本書附程式碼，可至深智官網下載：https://deepmind.com.tw/

Heidi's family vacation has sunshine and magic in the air in this thirty-fifth Heidi Heckelbeck adventure! Heidi and her family are taking a trip to the Castle Spell Cove, a special place where Heidi's mom and Aunt Trudy used to visit when they were kids. Once there, Heidi makes friends with an unusual girl named Sunny who has a magical secret of her own that will change Heidi's life forever. With easy-to-read language and illustrations on almost every page, the Heidi Heckelbeck chapter books are perfect for beginning readers.

☆★☆★【完整說明Qt 6的主要功能！最詳盡的Qt開發全書！】★☆★☆本書分為六大部分：第1部分為Qt 6基礎。以Qt 6.0的全新類別模組和介面，重新實現了各種基礎實例的功能。第2部分為Qt 6綜合實例。以新的Qt 6.0實現了電子商城系統、簡單文字處理軟體和微信使用者端程式。第3部分為Qt擴充應用。介紹了Qt設定OpenCV和OpenCV處理圖片，在綜合實例方面，展示了醫院遠端診斷系統，運用MySQL建置資料庫，進而有效管理患者資訊。第4部分為QML和Qt Quick及其應用。內容包含了QML及Qt Quick的相關內容。第5部分為Qt Quick 3D開發基礎。這是Qt 6.0新推出的功能模組，它大幅提昇了Qt在3D圖形影像領域的地位。第6部分是關於Qt 6的跨平台開發技術。跨平台是Qt 6.0的優勢特性，本書將Qt在Visual Studio、Android、Python及Linux（Ubuntu）等多種主流平台上的設定和開發方法進行了詳盡的介紹。透過本書循序漸進的教學，讀者不僅可以了解到Qt6的各種功能，也能對於圖形使用者介面的掌握更加熟悉。本書看點✪Qt概述：範本庫、工具類別及控制項。✪QML程式設計基礎、QML動畫特效。✪Qt Quick 3D開發基礎、Qt Quick Controls開發基礎。✪Qt跨平台開發：Visual Studio、Android、Python及Linux(Ubuntu)。

In this eleventh Henry Heckelbeck adventure, Henry catches frogs with his friends! Henry Heckelbeck and his friends spend the day at Brewster Creek, a place where they can relax, run around, and catch frogs! But when Henry accidentally brings a frog home, it does not want to stay put! Will Henry be able to return the frog to the creek? Or will this great frog escape turn into an absolute disaster? With easy-to-read language and illustrations on almost every page, the Henry Heckelbeck chapter books are perfect for beginning readers.

週四謀殺俱樂部再次出擊！十年前一樁沒有屍體的謀殺懸案，讓幾位熟年偵探再度被捲入解謎遊戲中，而與此同時一位仇敵卻突然拜訪伊莉莎白，帶著殺意與一把槍！其他成員能夠及時破解懸案並拯救伊莉莎白嗎？A new mystery is afoot in the third book in the Thursday Murder Club series from record-breaking, bestselling author Richard Osman.----------It is an ordinary Thursday and things should finally be returning to normal.Except trouble is never far away where the Thursday Murder Club are concerned. A decade-old cold case leads them to a local news legend and a murder with no body and no answers.Then a new foe pays Elizabeth a visit. Her mission? Kill. . . or be killed.As the cold case turns white hot, Elizabeth wrestles with her conscience (and a gun), while Joyce, Ron and Ibrahim chase down clues with help from old friends and new. But can the gang solve the mystery and save Elizabeth before the murderer strikes again?** PRE-ORDER YOUR COPY NOW! **----------WHAT PEOPLE ARE SAYING ABOUT THE MAN WHO DIED TWICE'A thing of joy . . . Richard has a natural sense of humour' KATE ATKINSON'I absolutely lo

IntroductionWelcome to Your Turn to Speak. This is a perfect book for adult learners whose English proficiency is at the elementary stage to improve their oral communication abilities and confidence in speaking English. Your Turn to Speak aims at helping learners to become effective users of high frequency/situational language pertaining to their life experiences. Users of this book will be able to apply the selected vocabulary words and master speaking skills with references to the corpus “Oxford 3000” and CEFR A1 and A2 Levels.Your Turn to Speak is competence-oriented and organized spirally, from easy to more challenging practices wherein vocabulary words and sentence patterns are recycled. In each of the 12 units, learners will develop learning skills, think critically, learn vocabulary and sentence patterns collaboratively, duplicate conversations, speak with confidence, and master real-life skills. Here is what each unit contains:Skill focus – Each unit presents one learning skill

Six Features of the Textbooks1. This textbook series is based on results from action research done by experienced Mandarin Chinese instructors affiliated with U.S. universities and colleges. 2. Eight thematic units run through two volumes of textbooks, covering personal, communitial, societal issues and learning tasks.3. The design of learning tasks and assessment activities aligns with ACTFL’s proficiency benchmarks, three modes of communication, and 5C principles.4. The selection of grammar and vocabulary aligns with the guidelines by HSK and Chinese Language Proficiency Test, with cross-strait differences clearly marked and listed. 5. This textbook series is designed for people from all walks of life and college students to meet the various needs and interests of adult learners. 6. Learners will develop intermediate level oral proficiency, while establishing listening and reading strategies, and eventually become independent learners of Mandarin Chinese. 本教材六大特點1. 本教材為北美一線中文教師行動研究成果

WINNER: 2022 CBCA Picture Book of the YearNOTABLE BOOK: 2022 CBCA Book of the Year, Eve Pownall AwardIn the final freeze of an Antarctic winter, green tails wave across a star-full sky, as if to farewell endless nights. If this world looks empty, look closer ... Penguins trek across the ice to their winter homes.As the temperature warms, birds fly above on their long migrations. And with the advent of summer, beneath an iceberg, the sea is teeming with life. Ocean, sky, snow and ice - minute greens and giant blues - dance a delicate dance in this evocative portrayal of the life cycle of an iceberg.'Richly informative and brimming with detailed facts presented in lyrical, sophisticated, evocative language ... Text and image balance each other perfectly in their delicate yet powerful tone. An expert merging of knowledge with grace.' Books+Publishing

The top-of-the-class, extra special new bestseller from multi-million copy selling author and illustrator Liz Pichon - now in paperback. A laugh-out-loud, packed-with-pictures Tom Gates story! Oh no! Tom's stuck at home with a fractured ankle and it's spoiling his fun. Doodling on his plaster cast helps to pass the time, along with visits from family (with treats), friends and even Rooster managing to sneak in.Tom remembers other fun times he's had, like metal detecting with Uncle Kevin and the cousins or inventing a new secret language with Derek. But only ONE thing will cheer Tom up: a caramel doughnut from the new bakery... trouble is, every other kid in town keeps getting there before him! ABOUT THE SERIES: Written in diary form Every page STUFFED full of laughs, stories, doodles and creative FUN The Brilliant World of Tom Gates was the winner of the Roald Dahl Funny Prize! Perfect gifts for boys & girls who love to laugh themselves silly The first series of The Brilliant World

破譯武林招式，看懂程式設計！‧郭靖的小紅馬在Scratch裡能任意變色？‧韋小寶加盟天地會誓詞是高階程式語言？‧黃蓉的計算能力比Python還強？‧用費波那契數列就能進入桃花島？以武俠小說的場景為媒介，讓武林絕招和程式設計理論緊密結合。只要你摸過電腦、玩過電動遊戲，熟悉鍵盤和滑鼠的操作，就能讀懂本書的程式邏輯。讀者朋友可以一邊學習編寫程式的基礎知識，一邊跟著範例練習編寫代碼，不但能真正感受到程式設計的樂趣，還能解決生活中很多意想不到的大小問題。本書從用PowerPoint製作基本動畫講起，再進入麻省理工學院開發的入門級動畫軟體Scratch，最後敲開程式設計的利器Python，循序漸進帶領讀者朋友理解程式世界的奧祕，並享受數位科技帶來的樂趣。「如果你擁有電腦，卻沒有安裝Python，那叫暴殄天物。」～李開周

In this tenth Henry Heckelbeck adventure, Henry enters a wintry contest!It's winter in Brewster and Henry Heckelbeck is ready for fun! Snowball fights, building snow friends, and drinking lots of hot chocolatewhat's not to love? But when Max sets up a winter wonderland contest, Henry finds that fun in the snow can be no fun. Can he put the win in winter with the help of a little magic? With easy-to-read language and illustrations on almost every page, the Henry Heckelbeck chapter books are perfect for beginning readers.

《與更多材料一起冒險》沉浸式接觸天然和合成材料及其迷人特性的。鳳梨如何能製成衣服？蜂蠟只適合蜜蜂使用嗎？是什麼讓鉑金有這麼多用途與珍貴？發現竹炭的多功能性；踏入熱變色的繽紛世界。並目睹新型態環保膠料「Shrilk」製作背後的創意! 從烏木森林到蜂巢，從餐廳廚房到每個人的家中，以前所未有的方式體驗材料的用途!Adventures with More Materials is an immersive encounter with natural and synthetic materials, and their fascinating properties. How can pineapples be turned into clothes? Is beeswax only meant for bees? What makes platinum so useful and precious? Discover the versatility of bamboo charcoal. Step into the colourful world of thermochromism. And witness the creativity behind the making of Shrilk! From forests of ebony trees to bee hives, and from restaurant kitchens to your own homes, experience the usefulness of materials as never before!