Building Generative AI Services with FastAPI

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

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

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上神奇動物》面向小學低段學生，學生通過本圖書的學習，瞭解動物的特徵和生活習性；描述動物的特徵與環境的關係；嘗試運用觀察方法、記錄方法和總結方法，實現簡單的科學探究目標；瞭解執行器和傳感器的應用場景及使用方法；瞭解編程模塊的使用方法；理解順序邏輯、 循環邏輯和“如果……否則……”條件判斷邏輯。學生通過自主搭建每一個項目的主題模型，完成探究目標，保持和發展對自然的好奇心和探究熱情；瞭解與認知水平

《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。

《龍族教義：黑暗再臨》所且現的龐大關放世界，將帶給玩家無法自拔的史詩級探索與冒險之旅，提供值回票價的動作戰鬥經驗。與三位獨一無二的AI伙伴線上攜手合作，取得寶藏、秘密消息與戰略提示，以擊倒最驚天駭地的敵人。

Funny and totally true childhood biographies and full-color illustrations tell tales from the challenging yet defining growing-up years of Albert Einstein, Jane Goodall, Marie Curie, and 12 other brilliant scientists.Every great scientist started out as a kid. Before their experiments, inventions, and discoveries that changed the world, the world's most celebrated scientists had regular-kid problems just like you.*Stephen Hawking hated school, and preferred to spend his free time building model airplanes, inventing board games, and even building his own computer.*Jane Goodall got in trouble for bringing worms and snails into her house.*And Neil deGrasse Tyson had to start a dog-walking business to save up money to buy a telescope.Readers ages 8 to 12 years old will learn all the stories of a diverse and inclusive group—also including Temple Grandin, Nikola Tesla, Ada Lovelace, Benjamin Franklin, Isaac Newton, Rosalind Franklin, Sally Ride, Rachel Carson, George Washington Carver, and V

Building the most magical place on earth was no fairy tale. Learn the story behind the creation of Walt Disney World.In 1964, when Walt Disney and his brother Roy decided to build a second theme park

At lunchtime, all of Tom's friends gather at school to work together building their house. Each one of them has a special job to do, and each one of them has a different way of expressing their gender

After their recent adventures, the Lockwood & Co team deserve a well-earned break . . . so naturally they decide to risk their lives breaking into a heavily-guarded crypt. A building full of unset

Join a lively crew of children and their robot friend to work on an exciting project: building a tree house for them all to enjoy! Then learn more about robots, simple machines and computer programmin

Help 4th graders meet core standards with this collection of quick and engaging reproducible practice pages that reinforce important writing skills. Students write for a purpose, organize their ideas,

The Cathar Tarotis a living Book of Images. It takes as its starting point the beliefs of the Cathars, which were in turn founded on the ancient belief system known as Gnosticism. Building on this, and drawing on a wide knowledge of Grail symbolism, the successful team of author John Matthews and artist Wil Kinghan have created a unique system that reflects the personal journey of the Seeker from that of Believer (Postulant) to Parfait (Perfected One) through his or her encounter with the archetypes whose mysterious presences lay behind the spiritual beliefs of the Cathar order. Though the pack follows the basic outlines of the traditional Tarot, many of the original archetypes have been replaced with those drawn from Cathar belief. The Cathars saw all life as initiatic journey and for the modern user this pack uniquely outlines such a journey - upon which all are engaged - which takes us from the depths to the heights of personal spirituality, via a range of human experiences with whi

This book focuses on Lam Woo, a highly successful Chinese building contractor whose company was based in Hong Kong at the beginning of the twentieth century. It is also about the marginal group of peo

Esio Trot by Roald Dahl - the world's NUMBER ONE storyteller. High up in a tall building lives Mr Hoppy all alone. Downstairs lives Mrs Silver.Mr Hoppy loves her. And Mrs Silver loves her tortoise, Al

In this vivid and compelling novel, Tim Murphy follows a diverse set of characters whose fates intertwine in an iconic building in Manhattan s East Village, the Christodora. The Christodora is home to

Mud, Metal and Logs explores the different materials that builders use around the world. Children will learn about the link between the weather and building materials in this book about homes. Oxfor

Discover a Deeper Connection to Your Artist Self!Artists and athletes alike benefit from strength training. Building creative stamina takes encouragement, mentoring, and regular practice. InCreative S

Discover 1,000 cool stickers featuring your favorite ocean animals, like dolphins, coral, fish, sea turtles, seals and more. You’ll also find skill-building puzzles and mazes, spelling and pattern gam

The Academic Job Search Handbook is the comprehensive guide to finding a faculty position in any discipline. Building on the groundbreaking success and unique offerings of earlier volumes, the fifth e

Minecraft 不只是遊戲，更是一個能動手思考的學習空間。本書從玩家熟悉的遊戲場景出發，介紹 redstone 方塊如何模擬現實世界中的電路與程式邏輯，讓讀者在建造機關與裝置的過程中，逐步理解編碼思維。內容著重於「怎麼想」而非死背指令，鼓勵讀者觀察、嘗試與修正。書中大量運用照片、示意圖與整理圖表，將抽象的程式概念轉化為可視化的操作流程，適合對科技、工程與創作有興趣的孩子閱讀。Introduced in 29, Minecraft™ has become an enormous success with gaming kids and adults. Users love exploring and building within Minecraft’s mind-bogglingly large environments. This game allows users to practice STEM skills while having fun. One of its greatest strengths is its ability to teach coding principles with “redstone” blocks. These blocks can be used to make exciting machines and devices in Minecraft’s virtual world. With this volume, readers will learn the logic and technology behind coding with Minecraft™. Photographs, diagrams, sidebars, and a graphic organizer help reinforce basic coding concepts.Minecraft is a trademark of Mojang (a game development studio owned by Microsoft Technology Corporation), and its use in this book does not imply a recommendation or endorsement of this titl