Python machine learning

資料結構(Data Structures)是資訊學科的核心課程之一，也是基礎和必修的科目。本書確實闡述資料結構的重要主題，並以圖文並茂的方式表達，最能達到教學與學習事半功倍的效果。各章的每一小節幾乎都附有「練習題」，讓讀者能藉由測驗，評量自己對此節的了解程度；而書末亦附有這些練習題的參考解答。各章末再附上「動動腦時間」，這些題目取自歷屆的高考或研究所考試題目，或是筆者根據內文加以設計的題目，每道題

運用Python的學習指南「全面且直觀的作法，本書必定是金融從業人員與學者的重要參考。」—Abdullah Karasan資料科學家兼顧問「針對期望解決各種計量金融問題的機器學習從業人員，這是一本出色的指南」—Tim NugentRefinitiv資深研究科學家AI與機器學習的廣泛運用，讓許多行業發生突破性變革。一旦將程式取得的歷史和即時金融資料，與這些新技術相結合，金融業也產生巨大變化。有了這本

♔循序漸進的從系統環境、資料爬蟲分析，到熟悉Python/Django/Tensor Flow/Keras基本應用。 ♔活用深度學習及實用案例，讓您在最短時間可以開始參與AI專案。 AI（人工智慧）的技術來自軟體工程的演進，一個優秀的AI工程師要經由程式設計、資料採礦、系統分析、數理演算等紥實的科學訓練；甚至還有企業管理、流程改善、財務金融及消費行為等商務思考的訓練。AI如果不能預測及主動除錯，就

我的第一本親子英文超簡單．超好學玩出好英文So Easy!輕鬆把寶貝教成：說英文，像說中文一樣Learning Wordsfrom Games第一本最佳親子互動英文單字書學英語好好玩，說英語好有趣【親子互動，輕鬆玩出好英文】●心智圖學單字：左右腦圖像記憶法，30秒記住單字●英語自然學習法：把英語當母語，學英語像學中文●漫畫式圖文對照：透過好玩有趣圖畫，快速學單字●內容簡單易學：親子互動遊戲，輕鬆玩

If trees could talk, they would have a lot to say. They come in all shapes and sizes, fascinating us for millennia - there is a lot we can learn from their wise ways. Be More Tree is a celebration of our long-standing friends and reveals all we should take away from being more tree. From learning to share the spaces we inhabit, to changing with the seasons and sticking together and leaving a lasting legacy - Alison delves deeps to reveal the stories and secrets of thinking like a tree. Next title in the successful series and packed with beautiful illustrations, advice, folklore, exercises and handy spotter's guide, this is the ultimate guide to harness the wisdoms of trees.

Are you picking up all your students' work is trying to tell you? In this book, assessment expert Susan M. Brookhart and instructional coach Alice Oakley walk teachers through a better and more illuminating way to approach student work across grade levels and content areas. You'll learn to view students' assignments not as a verdict on right or wrong but as a window into what students got and how they are thinking about it. The insight you'll gain will help you * Infer what students are thinking, * Provide effective feedback, * Decide on next instructional moves, and* Grow as a professional.Brookhart and Oakley then guide teachers through the next steps: clarify learning goals, increase the quality of classroom assessments, deepen your content and pedagogical knowledge, study student work with colleagues, and involve students in the formative learning cycle. The book's many authentic examples of student work and teacher insights, coaching tips, and reflection questions will help reader

內容介紹: 深度強化式學習 (Deep Reinforcement Learning, DRL)，就是將深度學習與強化式學習結合的技術。要讓 AI 應用落地，DRL 是必不可缺的技術。近期由兩位劍橋大學博士所帶領的 Wayve 團隊就利用了 DRL 技術，開發出可以自行從新環境中學習的自動駕駛技術，取代以往完全仰賴感測器的做法。除此之外，工廠內的自動化機器人, 或是打敗世界棋王的 A

A unique treasury of words especially written for children in grades K-2, ages 5-7.This beginner's dictionary introduces young readers to 3,000 words using 1,000 entries and hundreds of captivating illustrations by beloved children's illustrator, Ruth Heller. With this indispensable learning tool, children will have fun discovering more about words, their meanings, and how to spell them.*Teaches basic dictionary skills: alphabetization, spelling, parts of speech, letter sounds, use of synonyms and antonyms, and homographs and homophones*Jokes, riddles, poems, and fun facts all about words make learning fun*References to popular stories, fairy tales, myths, and nursery rhymes spark imagination and encourage language exploration*Words, phrases, and their meanings are discussed in full age-appropriate sentences, with usage examples to show how they are used in context Discover a world of information in this engaging, full-color dictionary for children!專為 K-2 年級、5-7 歲兒童編寫的獨特詞彙寶庫。這本初學者字典透過深

本書範例題目內容為認證題型與命題方向之示範，正式測驗試題不以範例題目為限。1.內容由淺入深，採循序漸進的方式建立您運用機器學習解決問題的基本概念，達到技術的傳承及表達，符合實務運用需求。2.本書共有七個章節，包含「Python與機器學習」、「數據前處理」、「監督式學習：迴歸」、「監督式學習：分類」、「模型擬合、評估與超參數調校」、「非監督式學習：降維與分群」、「集成學習」、「機器學習應用」，帶領讀

本書是為16～18歲青少年提供最新的人工智慧探索實作內容。書中講述人工智慧的「視覺辨識」相關的實作主題，啟發下一世代AI工作者或創造者。這本為初學者寫的深度學習專書，打破艱澀的理論與難以理解的程式語言，介紹Teachable Machine、Tensorflow Playground等web工具，以深入淺出的方式帶領讀者進入深度學習與類神經網路的知識領域，再以詳細實作步驟，讓您也一步一步學會如何打

《社會與情緒學習行動方案》是一本為教學現場的老師和諮商相關工作者所編寫而成的實用教材。本書將體驗教育和社會與情緒學習（Social and Emotional Learning, SEL）融合在課堂活動中，書中36課的教學基礎乃依據「學業與社會情緒學習協會」（CASEL）的研究結果，研究指出社會與情緒發展方案的參與對學業表現有正向的影響。CASEL定義出五種認知、情感、行為彼此相關的能力：自我覺察

Have fun learning first words with The Very Hungry Caterpillar in this brightly coloured chunky board book. Explore familiar themes such as At Home, At the Park, At the Zoo and At the Picnic! Every spread is a colourful, engaging scene - spot The Very Hungry Caterpillar on every page and find hidden words and friendly characters under the multiple flaps.

From astronomy to zoology--500 amazing science facts for kids ages 9 to 12 Do you love dinosaurs and dolphins, mountains and meteors? The Fascinating Science Book for Kids has it all This fun facts book for kids includes 500 stupendous science facts that offer hours of learning for ages 9 to 12. Alongside full-color pictures on every page, you'll find weird and wonderful facts about topics like prehistoric life, the deep sea, weather, minerals, the human body, the solar system--and even your own backyard In this engaging book of facts for kids, you'll learn things like: Scientists have evidence that sometimes tiny diamonds fall from the sky on NEPTUNE. The GIANT SQUID has a brain shaped like a donut. Some BACTERIA species generate electricity when they breathe and can even power a battery. When you're looking for kids science books, The Fascinating Science Book for Kids is the perfect choice for both fun and learning.

★★★最淺顯易懂的機器學習專書★★★與其害怕被AI取代，不如學會機器學習，讓AI為你所用！★ 日本亞馬遜資訊相關類暢銷榜No. 1．針對各類機器學習全圖像化，深入淺出的機器學習入門書．詳解各種機器學習演算法的概念和用途，學會如何選對演算法．所有機器學習演算法皆提供Python範例程式碼，讓你現學現用【什麼是機器學習？】人工智慧（AI）、機器學習、深度學習⋯⋯與人類的生活密不可分，但多數人對這些專有

◆風靡比利時的暢銷繪本翻翻書◆兒童繪本大師Liesbet Slegers系列作品咦？寶寶們一整天都在做什麼呢？在他們一整天開心玩耍之後、上床睡覺之前，其實有好多事情要做呢！像是……和小鴨洗泡泡浴、換上乾淨的睡衣、聽著爸爸念床邊故事……一起帶著孩子學習並了解，睡前到底有什麼該做的事吧！開啟孩子對英文的興趣，自然而然愛上英文。Learning English from childhood要讓孩子奠定良

《展望》是為學習IGCSE 0523和IBDP Chinese B SL的學生編寫的，共有兩冊，配有錄音等電子資源。Future is a set of coursebooks specially written for students who are learning IGCSE 0523 and IBDP Chinese B Standard Level courses.It contain

Magical friends Unicorn and Yeti love to help each other!Pick a Book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Unicorn has a gift for Yeti. Yeti does not have one to give to Unicorn. Yeti loves to crunch icicles. Unicorn wants to try crunching them, too! Yeti thinks the dark forest is pretty. Maybe Unicorn needs to see the forest from a different perspective? These sparkly, laugh-out-loud stories with full-color artwork and easy-to-read text throughout are perfect for new readers!

From Dav Pilkey, creator of the New York Times bestselling Dog Man and Captain Underpants series, comes Dragon, the heartwarming hero adored by Dav's youngest readers!Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!

Invite your kids into the kitchen this holiday season, with this easy kids' cookbook for ages 8-12!Learning to cook should be as easy and fun as enjoying the final product. Super Simple Cooking for Kids gives kids a taste for kitchen independence (and delicious food!). With 50 simple recipes designed specifically for beginners, this kids' cookbook sticks to the basics, so they can make these recipes with affordable tools and ingredients that are easy to find, and probably already in your kitchen!They'll start by learning how to follow a recipe, how to be safe in the kitchen, and when to ask a grownup to help. Then, pint-size chefs can try simple, delicious recipes for every meal, like Pumpkin Pancakes, Chicken Taquitos, and Baked Ravioli!Simple enough for kids --Dig into 50 tasty recipes that only use 5 to 10 ingredients, so they're easy enough for kids to do mostly on their own--and easy enough to minimize time and mess.Keep it fun-- Handy indicators of each recipe's difficulty let yo

Bumble and Bee are THANKFUL for their pal, Froggy. Froggy is thankful for a long winter's sleep.Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Autumn leaves are falling, and that means it's time for Bumble and Bee to paint pumpkins and help Froggy make a special apple pie. But when the air turns frosty, Froggy decides it's time to find a quiet place to settle in for the winter. Can Bumble and Bee and their zany antics tempt Froggy into one more cozy adventure?

Bumble and Bee are THANKFUL for their pal, Froggy. Froggy is thankful for a long winter's sleep.Pick a book. Grow a Reader!This series is part of Scholastic's early reader line, Acorn, aimed at children who are learning to read. With easy-to-read text, a short-story format, plenty of humor, and full-color artwork on every page, these books will boost reading confidence and fluency. Acorn books plant a love of reading and help readers grow!Autumn leaves are falling, and that means it's time for Bumble and Bee to paint pumpkins and help Froggy make a special apple pie. But when the air turns frosty, Froggy decides it's time to find a quiet place to settle in for the winter. Can Bumble and Bee and their zany antics tempt Froggy into one more cozy adventure?

安心國小融合了社會情緒學習（Social and Emotional Learning）的概念，透過貼近生活的故事，提升社交與情緒能力，讓孩子認識自己、了解他人，學會如何與自己和他人相處，並且懂得為自己的決定負責。安心國小，一個可以安心讀書、學習、成長的地方。馬信身上總是飄著一股海的味道，除了爽朗的翔豪，他幾乎不和別人說話，他是他的擴音器、翻譯機，他們一起品嚐夏天的冰紅茶，一起玩官兵抓強盜，甚至一

安心國小融合了社會情緒學習（Social and Emotional Learning）的概念，透過貼近生活的故事，提升社交與情緒能力，讓孩子認識自己、了解他人，學會如何與自己和他人相處，並且懂得為自己的決定負責。安心國小，一個可以安心讀書、學習、成長的地方。華彤轉學第一天，卻被「緊張」和「害怕」纏住，這時來了一個留著小短髮的同學，熱情的帶領她認識新環境，她說她們是「同一掛的」，這是什麼意思？小短

Whoever heard of a kuppy? Or how about a radgie? Flip the flaps to come up with fun combinations that will put a new twist on learning about favourite pets. With rhyming non-fiction text, fun facts, fantastic pop-ups and beautiful artwork from Carmen Saldana, these books are sure to raise a few giggles.

*includes 120 words and 40 textures*focuses on basic concepts of numbers, shapes, colors, and opposites*multisensory approach to learning, encouraging hands-on play as children develop vocabulary skills and word-picture association*includes many familiar objects and introduces them to new ones at the same time*Xavier Deneux's ciple, bold images never fail to captivate and keep readers engaged

Python、C++ 搭配硬體一起用, 重現 IoT 駭客手法讓你懂！網際網路的快速發展, 讓資訊安全成為不能輕視的問題, 而物聯網 (IoT) 的出現與全面應用, 無疑又為網路資安增添更多隱憂。隨著物聯網裝置的進步, 不僅資訊蒐集能力越來越強, 提供的功能也更加完善, 然而享受便利生活的同時, 仍須正視這些貼近我們生活的裝置, 可能成為資安的缺口。因為有一種人可能正伺機而動, 他們就是 … "I

With vibrant, playful artwork and snappy text, learning about ancient Greece has never been cooler.There's so much to digest when it comes to History - how do you know where to begin? These incredible short introductions are just the thing for readers who are beginning to explore ancient history. Get to know the basics on Ancient Greece from religious ceremonies to day to day life, with easy-to-digest, humorous text that is reminiscent of the bestselling Horrible Histories series. James Davies' stunning artwork and infographics provide a fresh nonfiction approach that is sure to captivate young readers.

Part of the bestselling Little People, BIG DREAMS series, Alan Turing tells the inspiring story of the father of theoretical computer science and artificial intelligence.In this book from the critically acclaimed, multimillion-copy bestselling Little People, BIG DREAMS series, discover the life of Alan Turing, the genius code cracker and father of theoretical computer science and artificial intelligence.Alan grew up in England, where his best friends were numbers and a little boy called Christopher. When his young friend died, Alan retreated to the world of numbers and codes, where he discovered how to crack the code of the Nazi Enigma machine. This moving book features stylish and quirky illustrations and extra facts at the back, including a biographical timeline with historical photos and a detailed profile of the brilliant mathematician's life.Little People, BIG DREAMS is a bestselling biography series for kids that explores the lives of outstanding people, from designers and artist

The Easter Bunny has hidden some eggs for Spot to find. Spot's friend Helen joins in and the search becomes a counting game. This book is suitable for babies and toddlers who are just learning to count.商品除瑕疵品外，恕不接受退換貨因拍攝略有色差，圖片僅供參考，顏色請以實際收到商品為準

Duckling is splashing in a pond, Chick is learning to sing and Little Lamb is hopping happily. Spring is here, little ones! Turn the pages and watch the faces change in this playful board book about parent and child relationships and new life in spring. Simply by turning the page, the Venetian movement causes the animal's expressions to change in front of your eyes! Reading the humorous story and watching the animated illustrations with your child will help them learn about different facial expressions and the emotions they convey. Supports your child's emotional intelligence Builds cognitive skills Expands a child's knowledge of the world around them.

☆GBL操作教具系列．Game-Based Learning☆遊戲化的學習～讓學習變得有趣，讓孩子從此愛上學習！視知覺學習教具: 視知覺能力，決定孩子的學習力擲出骰子，找出跟條件相符合的公主圖卡吧!◎學習能力‧觀察力‧局部與整體對應‧視覺專注力‧快速反應◎遊戲配件24張圓形圖卡(含3張獎牌)∕2顆骰子∕2張骰子貼紙◎遊戲準備請將六張公主頭像，和六張裙子花紋貼紙，分別貼到兩顆骰子上。◎遊戲目標找出符

All aboard! Chock-full of fascinating facts, Ultimate SpotlightTM Trains offers young readers a closer look into the marvelous world of trains: the different types of trains throughout history, how railroad tracks are built, things you will find at a train station-and much more! With interactive elements on every spread, this book is an endlessly engaging hands-on learning experience for train fans!

經史子集出版社的文筆比較好，字比較大，內容比較充實，故事比較精彩；光看文筆，就值得收藏；本書創作的目第，在與眾不同，目標是心靈百萬富翁（Millionaire）：擺脫貧窮，邁向富有！最在意的是深層的探討，就像英國詩人波普說的～： 「只懂得皮毛是一件危險的事；要深透暢飲，否則就別嚐那聖泉。」（一知半解，危險之至。）～～～～ 亞歷山大.波普（A little learning is a dangero

經史子集出版社的文筆比較好，字比較大，內容比較充實，故事比較精彩；光看文筆，就值得收藏；本書創作的目第，在與眾不同，目標是心靈百萬富翁（Millionaire）：擺脫貧窮，邁向富有！最在意的是深層的探討，就像英國詩人波普說的～： 「只懂得皮毛是一件危險的事；要深透暢飲，否則就別嚐那聖泉。」（一知半解，危險之至。）～～～～ 亞歷山大.波普（A little learning is a dangero

在醫療、商業、藝術等各個領域中，運用人工智慧（AI）的情況越來越普遍。AI 研究從1950年代開始啟動之後，歷經兩次的熱潮期與停滯期，如今真正地大放光芒。使現在的AI能夠掀起一片風潮的，正是「深度學習」（deep learning）這項技術。AI應用在哪些領域？而所謂的深度學習又是什麼樣的技術呢？本書將為您深入淺出地解說。近來，人工智慧（AI）以破竹之勢進入了我們的生活。在本書中，將為您介紹應用於

☆GBL操作教具系列．Game-Based Learning☆遊戲化的學習～讓學習變得有趣，讓孩子從此愛上學習！視知覺教具: 視知覺能力，決定孩子的學習力用貼紙對應形狀顏色，訓練孩子的視知覺。1. 情境式插圖，刺激視覺發育。2. 顏色形狀對應，提升邏輯專注力。3. 訓練視覺觀察與搜尋能力。4. 多次貼，增進手眼協調和小手肌肉力。◎內容物：10張可愛動物圖卡 + 超過150張可重複貼貼紙◎使用方式‧

結合生活情境與有趣角色，這套「牛津閱讀樹」系列適合3歲以上孩子，陪伴他們踏出閱讀第一步。故事分為語音練習與日常用語兩類，幫助孩子熟悉字母、認讀單詞，也培養語感與理解力，從親子共讀中自然愛上閱讀。Biff, Chip and Kipper (Stage 1 Read with Oxford for Age 3+ Children's Early Learning) 24 Books Collection Set By roderick hunt and alex brychThese 24 stories have been carefully levelled to support you and your child through the early stages of learning to read. 12 stories provide phonics-based reading practice, while 12 use everyday language to help broaden your child's wider reading experience. All the stories feature much-loved characters and humorous illustrations, as well as tips for reading together and fun activities. Once you have enjoyed the stories in this collection, read on with the Stage 2 collection.Titles In This Collection:Biff's Fun PhonicsBiff's Wonder WordsFloppy Did This!Floppy's Fun PhonicsKipper's RhymesSix in a BedThe PancakeUp You GoA Yak at the PicnicDad's BirthdayFunny FishMum's New HatThe Fizz-BuzzThe Red HenThe SnowmanWin a NutA Good TrickCat in a BagChip's Lette

Provide children a path to academic success! Top Student provides hundreds of activities and practice pages to keep children challenged and excited as they strengthen their skills across all curriculum areas. Top Student activities provide practice of the most important skills for each grade level, as well as opportunities for critical thinking and creativity. Colorful and creative practice pages and hands-on activities provide engaging practice to keep children motivated to learn! Core subject areas and topics include:Grammar and punctuationSpelling and vocabularyReadingWritingMathComputer scienceScienceSTEMSocial studiesMindful momentsSocial and emotional learning These robust workbooks also include:Informational postersMindful moments meditations and activities with downloadable audio*Information and activities about a variety of countries, cultures, and global communities*Mindful moments with audio help children incorporate reflection and meditation into their academ

☆GBL操作教具系列．Game-Based Learning☆遊戲化的學習～讓學習變得有趣，讓孩子從此愛上學習！☆黃金傳說OH MY GOLD☆☆法國經典益智遊戲品牌【Blue Orange】原創‧年度重點創意兒童教具☆☆專業幼教＆桌遊老師五顆星好評熱推☆水手們，加油！大海的寶藏已經近在眼前了！拋下船錨，下船打開所有的神秘寶箱，並將它們帶回你的船上！但是要留意，你不是唯一一位覬覦著這些

If your goal is not just to sell digital products, but to become a world-changing global teacher, the Course Design Formula will help you get there. You will build your course better, faster, and more effectively than others who are not using a research-based instructional design process.The guidance you'll receive in this book will make your online course creation process fast, fun, effective, and simple to apply to your specific content and target audience.2020 INDIE BOOK AWARD FINALIST (EDUCATION)14th ANNUAL NATIONAL INDIE EXCELLENCE AWARDS FINALIST (EDUCATION)2020 INTERNATIONAL BOOK AWARDS FINALIST (EDUCATIOCADEMIC)This book introduces and explains the Course Design Formula, a research-based instructional design process that promotes excellence in online course development. Integrating best practices from cognitive psychology, instructional design, learning theory, information processing theory, and more, the formula helps you create high-quality learning journeys for your onlin