Building Generative AI Services with FastAPI

內容介紹: 【PyTorch官方唯一推薦教材！】[專家推薦]●Soumith Chintala，PyTorch 共同開發者 & Facebook AI Research 研究員： 『這本書出版後，我們終於有了關於 PyTorch 的權威著作，它具體地說明了基礎的知識和概念。』 ●Mathieu Zhang，NVIDIA 深度學習技術經理： 『將深度學習切割成易於讀者消化的區塊

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

Blue, Barry, and Pancakes are best friends They love building models, reading about shovels, and going on INTERGALACTIC adventures? Like all friends, they can make mistakes... but at the end of the day, they always have each other's backs. And tops, and sides, and fronts, too

Push, pull and slide the tabs to get to work in Busy Diggers! Scoop up dirt, clear rubble and control mighty metal machines in this fun book about diggers and everything they do at the building site.

「本書使用TensorFlow徹底教你了解及實作機器學習與人工智慧模型。」 ―Jialin Huang博士 微軟資料與應用科學家 「Laurence Moroney一直是讓TensorFlow成為全球AI框架龍頭的主力，我很榮幸可以透過deeplearning.ai與Coursera來協助他指導TensorFlow。希望你在學習TensorFlow的過程中一切順利。有Laurence當你的導師，你

看故事學知識，繁雜的機器學習原來這麼簡單，從小白新手到黑帶高手，從理論數學到專案實作，在程式碼中看到自己的進步！ 機器學習浪潮已達世紀高峰，你還不行動？ ▌跳出俗套、耳目一新 ▌ 本書跳脫出俗套，真正從初學者角度為我們呈現了一幅人工智慧的技術畫卷， 令人耳目一新。 ▌未來AI、平易近人 ▌ Al 是未來，它將重塑每個行業和領域，對於這種迎面而來的宏大變化，是臨淵羡魚還是退而結網？如果你是後者，這是

由淺入深了解Scrapy爬蟲框架，讓你從零開始建立高效率爬蟲！ ◆自學網路爬蟲沒問題，手把手教學讓你無痛上手 ◆完整的網路爬蟲和Scrapy知識，資料取得更輕鬆 ◆學會各種套件和實作範例，讓你的爬蟲比別人更有效率 本書內容改編自第11屆iT邦幫忙鐵人賽的AI & Data組優選網路系列文章─《爬蟲在手、資料我有 - 30 天 Scrapy 爬蟲實戰》。在AI的大時代中，「資料來源」是基礎中

跟機器人可以同居、訂婚，甚至可以婚變，這是真的嗎？你有沒有想像過，講台上授課的老師是機器人，球場上揮棒安打的也是機器人，枕邊人是「它」，甚至在醫院裡為你看診開刀的也是「它」？等等，這可不是幻想，也不是未來式，而是現在進行式！這個真相，是讓你驚喜，還是驚嚇呢？在AI技術飛快發展的今時今日，機器人已逐漸融入我們的生活當中，從工業用機器手臂到防疫機器人、料理機器人等，幫忙解決一些人類不能或不想做的事；而

Mac 和 Mac 又有了新夢想──打造「末日堡壘」！兩兄弟滿腦子稀奇古怪的點子，卻空有衝勁，沒有實際方法；他們一邊吵嘴，一邊搭建，還要提防朋友 Meatball 的伎倆。這本圖像小說由 Fly Guy 系列作者 Tedd Arnold 與兩位得獎說書人合作，結合色彩鮮明的插圖、滑稽對話與誇張劇情，帶來一段令人捧腹的冒險。系列同樣融入民間傳說「愚人故事」的核心精神，讓孩子在笑聲中體驗閱讀樂趣，也激發對故事淵源的好奇。Mac and Mac may be noodles with empty heads, but they have big ideas: building a fortress! This vibrantly colorful graphic novel for easy readers hits the nail on the head with comedy.The Noodlehead brothers are back from the library with a joke book, a fantasy novel, and a dream: to build their very own Fortress of Doom. If they can stop bickering for long enough. And if they can defend it from their wily friend Meatball.Jump right in with this fourth title in an easy-to-read graphic novel series about more than two hollow pastas trying to have fun.Award-winning storytellers Mitch Weiss and Martha Hamilton join Tedd Arnold, author of the Fly Guy series, to create a masterpiece of hilarity. This easy-to-read series, including the Geisel Honor book Noodleheads See the Future, is a

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

當我們學習人工智慧（AI）知識與應用時，最常遇到的問題是資料分析與前處理，但如果連資料都沒有的狀態下，如何蒐集資料就會變成一個挑戰！常見的資料蒐集方法之一為使用物聯網（IoT）技術，然而相關工具相當多種，操作方式又非常不同，許多學習者往往不知如何下手。本書以淺顯易懂的說明引領讀者理解何謂物聯網及智慧物聯網（AIoT），並選擇目前應用性較佳的ESP32-CAM開發板來當作本書操作範例，讓學習者免於工

「沒有最完美，只有更完美的流程。」知名醫學中心運作的真實力量排門診、等開刀、塞急診，從現場察覺管理挑戰大數據讓我們直搗流程癥結、擊破難題✓給初學企業商管的上班族：13例經典個案引導如何發掘問題✓給布局專案策略的管理者：15位專案主管分享前線實戰經驗✓給探勘智慧醫管的科技人：4大智慧系統完整展示AI應用成果直搗流程變革關鍵，首次公開的科技決策心法：1.如何以共享機制打破穀倉效應，更加充分運用有限的人

正確的「原因資訊」╳「結果資訊」=精準決策在大數據及AI迅速發展時代 突破困境找到翻轉的力量AVM以管理的細胞「作業」為核心，提供正確、即時且「原因」與「結果」結合的因果關係資訊，提升決策品質與精準度；串連所有部門的價值鏈，達到全員參與之目的，並使人文及科技匯流，快速進入AI時代，用軟實力賺到「管理財」。「成本」是企業每天必須面對的課題，運轉越久、組織層級越多，所產生的「隱藏成本」就越高，而且往往

Short listed for Sainsbury's Children's Book Awards 2021“Dream big, Little Mole, be brilliant, be YOU …”Join one little mole as she follows her dream of building the biggest hole ever, and learns along the way that everyone has something special to give the world – it just sometimes takes a little time (and a few mishaps!) to discover what that special something is.A powerful celebration of embracing who you are and finding your own unique talent from Tom Percival, the creator of Ruby’s Worry. With charming illustrations by Christine Pym.

Short listed for Sainsbury's Children's Book Awards 2021“Dream big, Little Mole, be brilliant, be YOU …”Join one little mole as she follows her dream of building the biggest hole ever, and learns along the way that everyone has something special to give the world – it just sometimes takes a little time (and a few mishaps!) to discover what that special something is.A powerful celebration of embracing who you are and finding your own unique talent from Tom Percival, the creator of Ruby’s Worry. With charming illustrations by Christine Pym.

近年來人類科技進入指數性進展的拐點，其巔峰就是創造了「人工智能」（AI），AI帶來的巨大改變與影響，讓人既驚喜，又害怕。引人反思：人類的智慧是哪裡來的？機器也能有智慧嗎？這怎麼生發的？「人工智能」掌權的世界是什麼樣子？什麼是人類的去向？這是一本與「人工智能」以及「新冠肺炎病毒」有關，而對「智慧與生命」發出探問及解答的書籍。文中論述有些是淺顯的故事與新聞，但也引用了艱深的數學及物理學知識，如愛因斯坦

AI盛世降臨，你怎能缺席？用最新版TensorFlow 2加入改變人類歷史的轉捩點，成為新一代的科技新貴本書特色◎ 內容全面◎ 實用性強◎ 系統說明深度學習前端的演算法原理◎ 最新版TensorFlow2.x專案實作本書內容TensorFlow的初世代太挑戰智慧，想要熟悉需要花很多時間摸索，在2.0後，將Keras併入之後，整個TensorFlow的生態圈蓬勃發展。本書以探索問題式敘述風格展開，只

In this honest, accessible illustrated guide to how babies are made, young readers can find out exactly what is needed to grow a baby, from introducing the basic building blocks of life such as sperm

隨著AI科技的進步，醫學界可能在未來就不太需要放射科醫師來判讀Ｘ光了，然而AI始終不可能擁有人的溫度。因此本書作者以他豐富的知識與經驗，教導讀者如何用點、線、面等數學架構立體模式，看胸部3D立體影像的方式去判讀胸部Ｘ光片。本書以胸部重要的肺為主軸，說明肺部疾病的相關鑑別診斷，並以實際病例採問答方式，帶領讀者從黑白Ｘ光片中判讀肺部病徵。目前在新冠肺炎正肆虐的時代，本書將提供醫療人員能更準確的判讀胸部

Adaptive reuse refers to reusing an old building for a purpose other than which it was originally built or designed. This conservation approach has become increasingly popular around the world. Howeve

New York Times Bestseller A habit expert from Stanford University shares his breakthrough method for building habits quickly and easily. With Tiny Habits you'll increase productivity by tapping into positive emotions to create a happier and healthier life. Dr. Fogg's new and extremely practical method picks up where Atomic Habits left off."There are many great books on the topic [of habits]: The Power of Habit, Atomic Habits, but this offers the most comprehensive, practical, simple, and compassionate method I've ever come across." --John Stepper, Goodreads userBJ FOGG is here to change your life--and revolutionize how we think about human behavior. Based on twenty years of research and Fogg's experience coaching more than 40,000 people, Tiny Habits cracks the code of habit formation. With breakthrough discoveries in every chapter, you'll learn the simplest proven ways to transform your life. Fogg shows you how to feel good about your successes instead of bad about your failures.This p

這是一本結合運算思維與演算法的入門書籍，開章即簡介AI世代與運算思維之間連結的關鍵心法，並針對運算思維的基礎安排了生動有趣、又富挑戰的小試身手擬真試題，包括： 線上軟體通關密碼 以數字加密提高資訊安全 三分球比賽燈號記錄器 動物園巡邏最佳化路線 餐飲轉盤 繪圖機器人 將影像以字串編碼 電腦繪圖指令實作 炸彈超人遊戲 高雄愛河雷射字母秀 定格動畫 校園防疫看護義工組成 自動轉彎玩具汽車 紅包抽抽樂機

New York Times bestselling author Eliot Schrefer’s Lost Rainforest trilogy comes to an action-packed conclusion in the final book of this middle grade animal fantasy that pits the shadowwalkers against their most dangerous enemy yet. Now in paperback!When the shadowwalkers were victorious in their battle against the Ant Queen, they hoped their work to save Caldera was done. But the rainforest has begun to rumble. Rumi, a scholarly tree frog who can control the wind, must bring his band of animal friends to face the greatest danger they’ve yet encountered—the giant volcano beneath the jungle itself. While Rumi has solved many riddles to get this far, wits and wind alone won’t stop this foe.While the volcano roars, rumors of a mysterious evil blanket Caldera—the Elemental of Darkness has emerged and is building a legion of followers. When the shadowwalkers are forced to divide and conquer, Rumi finds himself an unlikely leader and must grapple with his own secrets before he can unlock th

Coding for kids without a computer--an offline skill-building book for ages 5 to 7 Coding helps kids develop analytical thinking, problem-solving abilities, and beyond In this exciting guide to coding for kids, your child will discover the core concepts of coding through colorful games and activities--without using a computer. These fun challenges can be done right inside the book or with everyday objects to help kids practice the same skills coders use, like writing clear instructions, recognizing patterns, and working efficiently. There's even a place for your beginner to invent their own codes This coding for kids book features: Coding fundamentals--Practice algorithms, loops, conditionals, optimization, debugging, and variables with games that help kids think like a computer programmer. Meet the coder crew--Explore coding for kids with a whole cast of characters, including Al the helper, Pixel the creative expert, Lo the problem-solver, Bug the pattern-spotter, and their robot dog

【內容簡介】★前日本微軟PowerPoint事業部負責人、專家中的專家親授！★附「動員1萬人，一舉讓對方說OK」的彩色版投影片範例！取樣526間公司、跨14業種和13類部門，共5萬多份PPT，利用Amazon、Microsoft、Google、IBM等四種AI分析技術所導出的「一次OK的成功模式」！經4,513人實際運用，提案成功率高達94%！ 演講、行銷會議、業務商談、銷售提案、面試簡介……各種

超越數位轉型，利用人工智慧與大數據，打造無縫接軌的顧客體驗在大數據與人工智慧興起的時代，只是數位轉型已經不夠，每個企業都該採用以顧客為中心的全通路轉型！拉斯穆斯．賀林與科林．謝爾分別是全通路行銷與人工智慧領域的先驅，多年來幫助企業以可靠的方式進行數位轉型。他們總結多年實務經驗並結合最新科技的發展，提出AI行銷學。企業想要成功，就必須在所有想得到的溝通與銷售管道和顧客互動，藉由蒐集與分析顧客資訊，提

轟動程式圈3大AI影像辨識利器從收集資料、圖片擷取、建立標籤、訓練模型到智慧影像辨識的全面進化實戰！人工智慧(Artificial Intelligence)應用基本上可分五大層面：時間序列、圖像處理、音訊處理、自然語言處理以及動態影像處理，其中與「智慧影像」相關者就佔了兩大領域。智慧影像是透過電腦視覺技術，從中學習人類的視覺辨識能力，並自動判讀影像中的關鍵資訊，目前被大量使用在圖像辨

From the creator of Not Quite Narwhal comes a story about a young girl determined to impress her older sister by building elaborate sandcastles, even if that means standing up to the ocean and its sma

「AI科技不是客戶真正的需求，唯有解決問題才是。」全國第一本✦探討「AIoT－企業」殺手級應用的必讀之作♦引導式學習+案例研讀法，破解日常生活的疑難雜症♦五大模組、邏輯有序，一次弄懂AI+CRM的技術應用和前景挑戰♦資管界最前線，超越理論假設，直面經營現狀、掌握前瞻商機-知識經濟即將翻頁，人類的下一篇章是——智慧經濟時代處於工業3.0過渡到4.0的關鍵時刻，如何在其中妥善管理顧客關係、鞏固品牌黏著

Pea lives in a flat at Number 7 Evergreen Street. It's a grey building in a grey street, in a grey city. Inside the building, however, it's not grey at all. Pea and her parents have lots of amazing, colourful neighbours. One day, an army of construction workers turn up on the street and start putting up brand new buildings. When it looks like Number 7 Evergreen Street is going to be demolished, Pea has to think quickly to save her home.A special book that explores the value of communities and nature.

The chickens at the farm are building a wall, and no one is quite sure why. But they know one thing: the hedgehog that wandered in must be trouble. So all winter they build and build, until they have

自動駕駛、照片的自動辨識分類、自動翻譯、語音辨識的家電產品、戰勝職業棋士的圍棋…等，現代生活逐漸見識到人工智慧（AI）的高階能力。人工智慧為什麼會這麼厲害？人工智慧超越人類能力之日即將到來了嗎？人工智慧一直不斷演化的結果會是什麼呢？本書帶我們從基礎開始來了解人工智慧的聰明機制。在我們的日常生活中，「人工智慧」（AI）已經逐漸普及開來。人工智慧之所以如此聰明，乃是藉著「深度學習」、「機器學習」等劃時

1. Maisy's NurseryIt’s time for school! Maisy and her friends play with building blocks, practice their counting, and sit down for storytime. A pop-up classroom scene waits at the end of the book with paper press-outs of Maisy and her pals. Kids will relish the chance to play teacher and decide the lessons, all the while putting their imaginations to the test and learning about the routines that make up a day at school.2. Maisy's FarmWhat’s more fun than a day on the farm? A day on the farm with Maisy! Maisy’s Farm is an amazing three-dimensional pop-up farm full of things to do and animals to love. The sturdy stand-up Maisy figure has arms that move and a tractor to ride in. Children will love to help Maisy milk the cow, collect the eggs, tend to the vegetable patch, and more! With twenty-six full-color press-out pieces and loads of flaps to lift and tabs to pull, there’s no end to the fun on Maisy’s farm.3. Maisy's HouseMaisy’s fans are invited to join the friendly mouse as she goes

From an Idea to Google ― How Innovation at Google Changed the WorldFrom an Idea to Google is a behind-the-computer-screen look into the history, business, and brand of the world's largest search engine. With humorous black & white illustrations throughout, learn about the company that even earned its own catchphrase: Google it!Today, Google is the number one internet search engine and the most visited website in the world. But a long time ago, two college friends, Larry Page and Sergey Brin, started out with just an idea. Find out more about Google’s history, the business, and the brand in this illustrated nonfiction book!Find out where the name “Google” came from. (Hint: It involves a LOT of zeros!)Discover how Google became the fastest and most popular internet search engine of all time.Explore how Google transformed from a tiny startup (in someone’s garage!) into one of the most powerful companies in the world.From an Idea to Lego ― The Building Bricks Behind the World's Biggest

In his previous Schumpeter Prize-winning work, Lee analysed the 'middle-income trap', in which a developing country grows strongly only to plateau at a certain point. Yet certain developing countries, most significantly China, have managed to escape this trap. Building on the conception of the ladder from developing to developed countries being kicked way, this book suggests alternative ways, such as 'leapfrogging', in which latecomers can catch up with their forerunners. Providing policy solutions for development challenges in non-technical terms, Lee frames his theories with insightful and inventive allegories. In doing so, Lee also accounts for the catch-up paradox, in which one cannot conclusively catch-up if they are continually trying to follow the path of those ahead. He argues that eventual catch-up and overtaking require pursuing a path that differs from that taken by forerunners. This highly original and accessible book will appeal to students, scholars, practitioners, and an

The tumultuous, edge-of-your-seat conclusion to the New York Times bestselling And I Darken series. Who will live? Who will die? And who will rule triumphant?SOME LOVES HEALHaunted over the unknown fates of Nazira and Cyprian, Radu is called back to the new capital. Mehmed is building an empire, becoming the sultan his people need. But Mehmed has a secret: as emperor, he is more powerful than ever . . . and desperately lonely. Does this mean Radu can finally have more with Mehmed . . . and does he even want it? SOME LOVES DESTROYLada's rule of absolute justice has created a Wallachia free of crime. But Lada won't rest until everyone knows that her country's borders are inviolable. Determined to send a message of defiance, she has the bodies of Mehmed's peace envoy delivered to him, leaving Radu and Mehmed with no choice. They must go to war against the girl prince, who has truly become the dragon. If Lada is allowed to continue, only death will prosper.SOME LOVES NEVER ENDOnly by destr

New York Times bestselling author-artist James Dean brings us a cool collection of seven of the grooviest Pete the Cat stories out there!Whether he’s building a robot, sharing a giant sandwich, o

Postwar Hong Kong cinema played an active role in building the colony’s community in the 1950s and 1960s. To Jing Jing Chang, the screening of movies in postwar Hong Kong was a process of showing the

Help fourth grade students improve their spelling skills with fun and effective daily practice activities.180 Days of Spelling and Word Study:Focuses on 15 words each week with memorable and repetitive daily activitiesBuilds students confidence in spelling with independent learning activities focusing on spelling rules, patterns, and vocabularyMakes at-home learning, whole class instruction, or small group support, quick and easyIncludes standards-based activities, easy to follow instructions, and an answer key to quickly assess student understandingParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, or prevent learning loss over summer.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect for daily morning review or homework. The activities can also be used for intervention skill building to address learning gaps.

《AI在變形工坊》面向小學高段學生，通過學習，學生掌握常用編程邏輯方面的知識；掌握聲音傳感器、紅外測距傳感器、亮度傳感器、按壓傳感器、藍牙音箱的使用。保護學生的好奇心，激發學生對現象和事件發生的條件、過程、原因等方面的探究興趣，鼓勵他們將自己的創意轉化為模型或實物，根據現實的需要設計簡單器具、搭建物品或完成任務。在學習的過程中，能大膽質疑，從不同視角提出研究思路，培養創新精神和批判性思維。