Combinatorial Machine Learning

零基礎也能打造AI物聯網， 用Node-RED整合YOLO與LLM， 全方位建構你的AIoT與邊緣AI應用！ 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 內容重點 ➤ 使用Node-RED視覺化流程建立監控儀表板（Dashboard）、MVC網站、REST API和使用MySQL資料庫儲存感測器數據。 ➤ 詳細說明MQTT通訊協定、取得網路OpenData與JSON資料剖析、寄送Email電子郵件與Telegram通知。 ➤ 使用Teachable Machine與YOLO訓練自己的AI模型，並且串接LLM來輕鬆使用Node-RED整合生成式AI，建立你的AIoT智慧物聯網應用。 ➤ 完整YOLO模型訓練步驟，只需執行各步驟的Python工具程式，就可以使用LabelImg標註圖片建立資料集，訓練出你自己的YOLO物體偵測模型。 ➤ 提供綠化版Node-RED+Python整合套件fChartEasy，免安裝輕鬆幫助你建構學習本書內容所需的Windows開發環境。 你將學會以下實作專案： ✔ 建立溫溼度監控儀表板、繪製Node-RED圖表、送出天氣通知 ✔ 使用Teachable Machine 模型、標註圖檔、YOLO客製化模型 ✔ 打造透過MQTT控制的ESP32-CAM相機與IP Camera，輕鬆建立你的AI之眼 ✔ 建立AI猜拳遊戲、OCR車牌辨識、物體偵測、即時串流偵測、路況分析 當人工智慧結合物聯網成為未來主流，本書提供一條簡單易學的路徑，帶你從視覺化流程工具Node-RED入門，逐步整合YOLO物體偵測、Teachable Machine影像辨識與LLM大型語言模型，打造出屬於自己的智慧感知系統。全書以圖解＋範例方式呈現，並搭配專為本書設計的fChartEasy綠化開發套件，簡化安裝流程快速上手。不論是專題學生、教師或AIoT初學者，都能從中找到有用且完整的解決方案。 本書特色  視覺化開發×無痛入

Take your self-study English language learning and confidence to the top level with the fourth practice book in the visual learning series English for Everyone.Practice Book: Level 4 Advanced will help you to solidify the skills you learn from the Course Book: Level 4 Advanced or from your other courses or studies. Strengthen your language for topics such as family life, business, and news and the media.Grab your pen and work your way through the exercises as you cover each topic. Activities include filling in the blanks, true or false decision-making, matching the pairs, and much more. Audio material is provided at every stage through the English For Everyone website and apps to provide vital experience of spoken English and make even tricky phrases easy to understand.English for Everyone is aligned to the CEFR, the international standard for language learning, and ideal for preparation for major English-language exams including IELTS, TOEIC, and TOEFL. Whether you want to improve you

Take your self-study English language learning a step further with the third book in the easy-to-use, visual learning series.English for Everyone Level 3 Intermediate Course Book introduces topics such as telling a story, describing new experiences, relationships, and problem solving. The step-by-step teaching methods are clear and engaging, making the English language easy to learn by yourself. Key language skills, grammar rules, and vocabulary are explained alongside colorful illustrations to help you put new language into context. Listening, speaking, reading, and writing exercises are set in bite-sized modules, allowing you to learn at your own pace.Free audio is available online to support your language learning, featuring native English speakers. The audio examples help you to build experience of spoken English and give you the chance to perfect your pronunciation.English for Everyone is aligned to the CEFR, the international standard for language learning, and ideal for preparat

Welcome toMiniTouch: On the Go! A gorgeous, giftable touch-and-feel book for little ones from birth upwards. Introduce vehicles and first words, and boost motor skills with sensory touch-and-feel fabrics.The MiniTouch series for babies aged 0–3 is packed full of developmental benefits. Fresh, stylish and playful with gently rhyming text, each book makes a beautiful addition to your child's playspace or bookshelf,forming an eye-catching collection.The content of each book covers core early learning concepts. There are two layers of learning: the first being topic-themed, such as vehicles, and the second being learning-based, such as first words. Theplayful rhyming text is perfect for engaging your childand will help develop their rhythm and rhyme as well as bringing added context to each new word.Each book in the series features a unique range of touch-and-feel areas, which are ideal for developing your child's motor skills as well as aiding sensory development. Fabrics such as corduroy

Come along with Maisy for her first-ever eye test! This cheerful Maisy First Experiences story will help prepare children for their first visit to the optician. Now available in paperback!Maisy and Ella are on their way to see Flamingo the optician for their eye tests! There are games to play, pictures to look at, frames to try on and all sorts of things to learn. Friendly Flamingo even makes use of a super-duper special machine and a pair of very unusual glasses! This 23rd Maisy First Experiences story is ideal for reassuring little ones ahead of their first eye test.

Introduce your little ones to the excitement ofthings that gowith this funpull-tab board bookfromClever's Push and Pull series! Perfect forbabiesandtoddlers, the sturdypush and pull mechanismson every page promotefine motor skillsand provide deeper interaction with the text. With simple text and vibrant illustrations, toddlers will delight in learning about life in thecity. Watch their faces light up as they pull a tab to make atrainleave the station, spin a wheel to discover who delivers packages, and push abuttonto moveboatsacross the water. Plus, each page featuresseek-and-find activitiesthat help identify and name things in thecity. This engaging book offers endlessfunand learning for young readers!

Plug in to the often mind-blowing world of artificial intelligence.How can a machine write a story? Are computers now cleverer than people? Could a robot do your shopping? Discover all the things that artificial intelligence can already do (and the things it can't).- Packed full of flaps to lift- Explores the opportunities - and risks - that AI could bring- Written in consultation with Professor Michael Wooldridge, from Oxford University's Department of Computer Science- Part of Usborne's See Inside Series which contains over 50 books, covering everything from space to Ancient Greece, the human body and evolution

The third book in a laugh-out-loud early graphic novel series perfect for fans of Narwhal and Jelly! Quiet-loving Moose's life is turned upside down by free-wheeling Duck. The two will need to put their differences aside if they're ever going to be neighbors...or friends!It’s time for a best-friends-slash-roommates sleepover! Duck is prepared for everything: he’s got snacks, his karaoke machine, and a stack of movies for Moose and him to watch. But is Duck ready for how early it gets dark now that it’s winter in Denali? Moose sheds some light on the situation and shows Duck that sometimes things aren’t as scary as you imagined.Filled with zany hijinks and slapstick humor, Kirk Reedstrom's Duck and Moose series showcases unlikely friendships and the power of compromise.

A funny, heartwarming story about internet trolling and learning to love yourself.The Times Children's Book of the Week - "Playful and perceptive...This is definitely one troll worth unblocking"Indie Book of the Month - September 2024A funny, heartwarming story about internet trolling and learning to love yourself.Below the bridge,beneath the log,underneath the burping bog,where townsfolk whispered, cringed and crept,a terrifying monster slept...In this funny tale, inspired by both internet trolls and The Three Billy Goats Gruff, there is a terrifying troll that lives under a bridge. Unseen, he delights in shouting nasty things to passers-by. But when a d/Deaf bunny unwittingly faces up to him, he realises that it's not so fun to say nasty things to someone's face. Can Troll finally learn to love himself and others?Perfect for children aged 3+· This is a funny story that addresses internet trolling in an accessible way· A charming character-led tale with Troll learning the error of his

Newbery Honor winner Kyle Lukoff explores the importance of learning to apologize.Jack wants to apologize for hurting Zoe's feelings. He just can't seem to find the right words. Turns out there's more to an apology than just saying "I'm sorry."Elevated by equally charming illustrations and text, I'm Sorry You Got Mad is a journey in learning the importance of an apology that goes deeper than just words.*FIVE STARRED REVIEWS*

It began like any other Sunday morning… Jenn Henderson arrived home from brunch, threw some laundry in the machine, and climbed the stairs to wake her sixteen-year-old son Josh. But as she stepped into his room and pulled back the blankets, she found her sweet boy barely breathing.Keeping vigil by his hospital bedside, Jenn is relieved to see her son begin to recover. But as she nurses him back to health, Josh shares a secret he’s been keeping from his family. A truth he’s found so shameful it nearly ended his life.Now Jenn’s perfect world is unravelling, and she’s starting to question everything she holds dear – the life she’s created for her family, her faith and whether she can truly accept the son she loves, no matter what.

人工智慧（AI）將改變人類與所有產業的生態。如果你對人工智慧，沒有全面的了解，那就跟不上時代了。很多影響人類的科技發展，都無法做出正確的判斷。一個知名的投資專家說，比起5G，人人手上有，處處可見基地台，AI只有少數大公司用得上，到底有無潛力？有！但是不要想得太美了。他說的對不對？很難判斷嗎？讀完本書，你就會找到正確的解答。其實AI有三種，一種是雲端，就是連到那幾家大公司的機房，用他們大的嚇死人的算力。一種是在本地運算，如汽車的自動駕駛。第三種則是運用在最前端的偵測裝置，以求最快的反應時間。所以你說AI只有幾家大公司用得上，好像也沒有那麼對。所以你要把它想得美一點，它是平地一聲雷，輝達、台積電的股價都應該後面加一千個零，是嗎？但是你知道有資訊科技以來，人類至少經過三次AI的浪潮。很多公司運用AI運用得嚇嚇叫，如文藝復興基金，用機器學習投資，20年來平均的年化報酬率遠勝巴菲特。所以你說AI前程遠大！很OK，但它說他橫空出世？倒也未必，它只是一個連續的改善過程！當然有關AI最誇張的是想像是《魔鬼終結者》，一個是幹掉想毁滅人類的傢伙，而且他可以和人腦一樣的運作。不過有的人是殺人魔，有的人是慈善家。不知可以和人腦一樣運作的AI是慈善家或是殺人魔？AI的形式有很多種，從撰寫大量複雜的函式來實現人工智慧的專家系統，到以大量資料反求智慧判定函式的演算法，如支援向量機（Support Vector Machine, SVM）、決策樹（Decision Tree）等，此領域統稱為機器學習（Machine Learning, ML），而運用神經網路技術，將網路的節點深度擴展延伸，以獲得更好的智慧判定效果，則稱為深度學習（Deep Learning, DL）。你越了解AI的技術背景，就越能掌握它未來對人類的影響。如果你想投資AI相關產業，就更是需要深入了解了。任何資訊科技的運用都有兩個層面，軟體以及執行軟體的硬體。本書除了說明AI運用的基本原理之外，也將詳細說明有關AI的軟體及硬體產業鏈。對一個投資人而言，完整的了解一個產業的上下游關係，是十分必要的。總不能輝達業績創新高，而你完全沒有概念台積電會好還是不好吧？本書以圖文對照的方式，讓你對AI有清楚的認識。不論投資、或生活，可以在新科技浪潮中，穩定前行。本書特色◎100個單元，幫你輕鬆建構清晰的知識網本書以對人工智慧沒有認識的民眾為對象，挑

A stunning gift board book with BIG flaps on every page! Toddlers and preschoolers will adore learning their letters as they search for objects and characters behind the shaped flaps, name what they can see, and begin learning the letter names and sounds of the alphabet.With a vibrant, clear design and illustrations from stationery and homeware designer Edward Underwood, this beautiful title is the perfect first words book for little ones. A brilliant tool for building vocabulary, exploring letters and sounds, stimulating speech, and securing the foundations of reading, this delightful book is really just full of flaps and FUN!

The hilarious children’s book from No. 1 bestselling author David Walliams – a timeless adventure illustrated by artistic genius, Tony Ross. On a volcanic island, in the middle of shark-infested waters, stands The Cruel School.The lessons are ludicrous, the school dinners are disgusting and the teachers are terrifying. When Larker is sent to the school, she quickly realises that VERY odd things are going on involving sinister Science teacher Doctor Doktur, a secret cave and a ‘Monsterfication Machine’. Can Larker unravel the teacher’s wicked plot?

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 Threes question-and-answer cards help children explore and learn about the alphabet, counting, recognizing shapes, comparing and matching, and more! In a set of two decks, Brain Quest For Threes 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 pre-school 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 d

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

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

The next in the explosively funny series . . .Perfect for fans of The DInosaur That Pooped series. Sir Wayne and his dragon are BACK and this time they're out to rescue a princess held captive by a Big Bad Beast. But WHO exactly will save her? Sir Wayne: who can climb every wall - no moat is too deep, no tower too tall.Or Dragon: so muscly and lean - he can fly and fart flames, he's a fighting machine! If ONLY there was a way to get the best of both... This bestselling series is as funny as it is farty, for fans of The Dinosaur Who Pooped series, and I Need a New Bum! Look out for more fart-tastic fun here:The Dragon with the Blazing Bottom The Knight with the Blazing Bottom

Adults and children alike will be enchanted by these charming board books which are distinguished by the exceptional quality of the sounds that bring every picture to life. From elephant to monkey, children will love learning the noises that each animal makes.

Learn 100 essential first words with this pack of beautifully illustrated flashcards, perfect for children learning to read and speak Italian. Make learning a new language fun with this pack of 100 beautifully illustrated flash cards. Young learners of Italian will be captivated and engaged by the dynamic, visual approach that sets Italian for Everyone Junior apart from other language materials for children.Italian for Everyone Junior: Flash Cards have been designed for children who are starting to read and speak Italian. Each beautifully illustrated card features an image plus an essential first word, introducing nouns, verbs, and adjectives. On the reverse of the card, just the image is shown so children can test their knowledge.Interactive and engaging, these flash cards for kids include: - A beautifully illustrated pack of 105 flash cards for young children who are learning Italian either as a first or second language. - An essential first word and an illustration on each card, to

Brain Quest, America's #1 educational brand with more than 57 million copies in print, is now for babies! My First Brain Quest board books introduce essential early learning concepts and foundational vocabulary using engaging visuals and Brain Quest's signature question and answer format.Give your child the best foundation to their education with this colorful and fun guide to shapes.My First Brain Quest: Shapes helps lay the foundation for pre-math skills, as children identify and describe shapes and their attributes. Questions help children build vocabulary and their understanding about the similarities and differences between shapes. Smart, colorful, grounded in educational principles, and reviewed by a panel of early learning experts, this board book introduces numbers in a fun, engaging way.

Understanding money today is so much more than learning about notes and coins. Where does money come from? Why do I have to save? What happens if I click BUY NOW? Find answers to important money questions, and some silly ones too in this friendly and useful book.- The question and answer lift-the-flat format is a perfect reading tool for curious kids- Written in consultation with money management expert Bobby Seagull - TV and radio presenter, teacher and ambassador for the National Numeracy charity- Early learning about money is key to building good money habits

The learning goals that center on the thematic units are set in accordance with the language proficiency levels, established by the ACTFL˙To Comply with the pedagogical principle of backward design to establish the teaching/learning goals for the intermediate learner of Chinese˙Integrates into its thematic contents the ACTFL-defined, three mores of language uses as well the 5C concepts˙Assist the learner to achieve holistic progress and to cultivate specific linguistic abilities of Chinese˙The selecting of keywords/phrases in thetextbooks is greatly in line with vocabulary levels defined by the HSK and by the TOCFL. The regional difference in language uses between the two sides of theTaiwan Strait are also meticulously annotated in the textbooks In recent years, the background of learners has become diversified, and the number of self-study students of elementary Chinese is also increasing. On the pedagogical front, however, learning materials, found to be biased towards school l

Monsieur Roscoe and his goldfish, Fry, are off on the holiday of a lifetime - and you're invited too! From the multi-award-winning, bestselling illustrator of Oi Frog! and The Lion Inside. Now in a sturdy board book format, for even the littlest of learners. Monsieur Roscoe is going on holiday! Join him and his goldfish, Fry, as they camp, ski and sail their way through the journey of a lifetime, making friends and learning lots of new French words along the way.A fun and colourful board book from the bestselling illustrator of Oi Frog! and The Lion Inside, Monsieur Roscoe will make learning French exciting for the youngest children.

Join Maisy for a very busy day learning about all sorts of different jobs. A book of first words focusing on vocabulary used in ten popular workplaces including a building site, a school, a fire station and even outer space! What do you want to be when you grow up? Explore different workplaces with Maisy and learn all the important first words for different workplaces including a sports stadium, a hospital, a garage, a space station and more! With bright, colourful, clearly labelled pictures to help broaden vocabulary and understanding and bold, easy-to-use tabs which are perfect for helping little ones to locate their favourite pages again and again. Early learning is so much fun!

"I'm BORED!" wails a little girl after her screen time is cut short. "That's great!" her dad says with a grin. "Being bored comes right before having a Really Good Idea." After an initial protest, the little girl dives into her imagination, and takes the reader with her on a whirlwind ride of pure fun. A cardboard box becomes a magical train, the washing machine inspires an imaginary trip into space, a scribbly doodle becomes a hungry spaghetti monster, and ants in the garden lead her into an escapade in the Funny Bug Circus. In a world where children can find entertainment at the touch of a button, it's ever-more important that they have time to be bored - because that's where they have the space to come up with their own Really Good Ideas.

Learn about football in this early learning activity book. Big Stickers for Little Hands Football introduces children to the world of football through simple activities, big stickers and card press-outs. Each page is full of fun, early learning activities that are perfect for young children. FUN ACTIVITY BOOK WITH BIG STICKERS FOR LITTLE HANDS, COLOURING AND CARD PRESS-OUT PAGESIncludes 2 sheets of big stickersWith 2 sheets of fun card press-outs16 pages of simple, early learning activities

Imagine learning to leap, roar, swim, or fly for the first time.Born to Be Wild explores the vast complexities of growing up in the animal kingdom, where everything feels like new. This book goes where no other has to delve into the countless ways baby animals survive in the wild. Alongside gorgeous photographs of baby bears, lions and tigers, marsupials, birds, and marine mammals, it charts the stages from dependency to independence, and looks at why some animals cling to their mothers for many months, while others must learn to run almost as soon as they are born.Informative step-by-step features focus on particular stages of learning, such as how a lion cub learns to hunt. This book focuses on key themes in a young animal’s life: birth and the very first days of life, learning to hunt and feed, senses and communication, habitat and adaptation, and playtime. Full of beautiful pictures and fascinating science, Born to Be Wild reveals the mysteries of how young creatures survive in an

Let this graphic novel be your time machine--experience history like never before Our past is only the beginning with History Comics. In this volume, turn back the clock to 1872, when Congress established Yellowstone National Park as an area of unspoiled beauty for the benefit and enjoyment of the people. Meet the visionaries, artists, and lovers of the American wilderness who fought against corruption and self-interest to carve out and protect these spaces for future generations. See for yourself how the idea of National Parks began, how they've changed, and how they continue to define America.

Heart and Mind Activities for Today’s Kids workbooks include 100 fun activities to support children’s well-being and help them learn to manage emotions, reduce anxiety, and navigate social situations.The full-color activities include art, puzzles, games, coloring, and more! These engaging activity books are ideal for at-home learning, homeschooling, and building connections between home and school.This award-winning activity book received a 2022 National Parenting Product Award and a 2022 Parents’ Picks Award for “Best Educational Products in the World.”The full-color pages and graphics create memorable and fun learning opportunities and help children:Gain mindfulness skills to build better friendshipsLearn empathy and understand other perspectivesDevelop tools to decrease anxiety and regulate emotionsBecome aware of feelings and how their words and actions affect other peopleDevelop positive self-talk toward themselvesSocial and emotional learning activities i

Learning to read is easy with these kid-pleasing titles focused on the third 25 sight words! This bright green box contains 25 little books that each teach a must-know sight word via a playful， easy-to-read story. Characters include frogs， elves， unicorns， silly snowmen， talking balloons， and more to make learning extra enjoyable. Comes with a parent guide， mini-workbook， and motivating stickers. Books are correlate with Guided Reading Level C.

“Vanderbilt elegantly and persuasively tackles one of the most pernicious of the lies we tells ourselves—that the pleasures of learning are reserved for the young.” —Malcolm Gladwell, bestselling author of Outliers“Vanderbilt elegantly and persuasively tackles one of the most pernicious of the lies we tells ourselves—that the pleasures of learning are reserved for the young.” —Malcolm Gladwell, bestselling author of OutliersWhy do so many of us stop learning new skills as adults? Are we afraid to be bad at something? Have we forgotten the sheer pleasure of beginning from the ground up? Inspired by his young daughter’s insatiable curiosity, Tom Vanderbilt embarks on a yearlong quest of learning—purely for the sake of learning. Rapturously singing Spice Girls songs in an amateur choir, losing games of chess to eight-year-olds, and dodging scorpions at a surf camp in Costa Rica, Vanderbilt tackles five main skills but learns so much more. Along the way, he interviews dozens of experts abo

Introducing My First Brain Quest for babies! These chunky board books introduce early learning concepts - like first words - with bright images, simple vocabulary, and signature Brain Quest Q&A fun.It

Children can have fun learning up to their 12 times table with this colourful book and jigsaw set. Bright illustrations of planets, pirates and more provide an ideal way to count and visualise the cal

This innovative board book uses fingertrails with sliding discs to introduce young children to early learning concepts and the world around them. Young readers can look at the bold scenes, listen to t

Effie returns in this spellbinding sequel: a middle grade graphic novel about found family, friendship, and learning to embrace you who are!Could there be even MORE witches in Brooklyn?! E

Billy is learning how to take care of the planet, and the Mini Monster's want to help to... so they join the school trip to the recycling centre. But what will happen when Gloop falls into the recycli

From Oliver Jeffers, world-renowned picture book creator of the #1 New York Times bestseller Here We Are, comes a charming board book companion and counting book. Learning all about our planet is as e

From bestselling illustrator Zachariah OHora comes a new picture book series that focuses on relatable social/emotional learning topics.Sonny is having a great time in the park with his friends when h

This colourful sticker book follows on from Peppa Pig: First Phonics and introduces more letters and sounds. Learn at home by practising first phonics with Peppa and her friends in this colourful sticker activity book. Letters and sounds are introduced in a systematic order, with fun activities to build confidence in reading and spelling.Each page is structured in the same way to help children navigate the book, and learning is reinforced with fun stickers and activities. Peppa and her friends show how phonics can be fun and easy!Perfect for young children who are learning at home or starting school. The ideal companion title to the early writing skills practised in Peppa Pig: First Phonics, Practise with Peppa: First Letters, Practise with Peppa: First Words and Practise with Peppa: First Writing.