Building Generative AI Services with FastAPI

5G+AI融合全景圖 在回顧5G和AI技術發展的基礎上，對未來5G與AI融合進行從理論到實際用例及需求，再到國際標準化及產業推進的講解與分析。本書給出“5G智能維”的概念，並對5G引入AI的理論基礎進行分析。其次，基於理論分析，本書對目前5G網絡中引入AI的場景、用例及5G網絡架構需要進行的標準化進行了說明。再次，本書在分析了5G中引入的AI算法之後，對5G網絡支持AI的算法及應用進行了的介紹。並結合基礎的理論和用例分析，本書對未來5G與AI融合賦能各垂直行業進行了展示，同時對未來6G與AI融合、如何構建6G智能維也進行了展望。 本書適合移動通信及AI相關專業學生、從事移動通信及AI相關工作工程師及希望瞭解未來5G與AI發展的的相關人士閱讀。書中部分內容可用於5G及AI入門級培訓班或者高等院校5G及AI相關課程。

《AI編譯器開發指南》結合專用AI加速器和GPGPU兩類芯片架構，系統介紹了AI編譯器的基本框架和開發流程，著重論述了在AI編譯器開發過程中，針對這兩類架構需要重點考慮的實現方法。全書共分為7章，內容涵蓋了以TVM為代表的開源AI編譯器實現分析和定制化方法，以及GPGPU編譯器後端相關設計方法。在介紹AI編譯器一般原理的同時，書中通過對開源編譯器項目的源代碼分析，使讀者能通過實例對AI編譯器開發過程有更直觀的認識。 《AI編譯器開發指南》填補了AI編譯器開發類書籍的空白，可作為從事AI軟硬件設計、開發人員的參考用書，也可作為普通高等院校智能科學與技術、計算機科學與技術等專業的本科生和研究生的教輔書籍。

Severe weather, climate change, and human-made environmental disasters have had an increasingly direct impact on our homes. This deeply researched introduction to the history of sustainable design standards in building codes explores how public policy, standard-setting trade associations, and financial incentives influence the ways in which the construction of our homes impacts the environment.The Greening of America's Building Codes investigates the legally binding regulations and economic incentives meant to control the environmental impact of contemporary construction practices as it analyzes the history of residential building codes. This book exposes how the socioeconomic and political forces that influenced early building code development continue to define the character of current building codes and, by extension, determine how we regulate environmental impact and define sustainability today.The Greening of America's Building Codes is a valuable tool for architects, architecture

這是一本指導AI產品真正實現商業化落地的專業技術書。書中內容完全圍繞產品落地、商業化展開，既提供了不同類型AI產品的落地方案，又提供了具體的方法、技巧，還提供了安防、製造、汽車等多個典型行業的應用案例。無論是從技術或其他崗位轉型AI產品經理，還是從其他方向的產品經理崗位轉型AI產品經理，都可以通過本書彌補欠缺的相關知識。而對於已經入門的AI產品經理，閱讀本書可以瞭解算法、中台、業務等各類AI產品的落地方案，掌握快速、高效、高質量落地產品的方法論。 本書共包括4篇13章的內容。第一篇(第1～2章)對AI產品及AI產品經理進行全方位深入解讀，目的是讓讀者真正理解AI產品經理這個職位，這是做好這份工作的基礎。另外，本篇還重點介紹了如何成為AI產品經理和如何規劃AI產品經理職業發展路徑。第二篇(第3～6章)從機器學習入手，逐漸拓展到以計算機視覺、語音識別、語義理解為核心的多模態內容理解技術、行為主義的機器人學，以及AI雲原生工程應用。本篇以AI產品經理實際需求為前提，用產品經理可以理解的方式展開介紹，不講與產品經理工作關聯性不強的技術細節，只講技術原理和應用方向，這些都是AI產品經理落地產品時必須掌握的。第三篇(第7～11章)是本書的重點。本篇首先介紹了通用的產品方法論，然後結合AI產業鏈的特點，深入解讀了算法、中台、業務三大類AI產品的落地實踐。其中，關於算法和中台類產品的介紹，可幫助讀者應對自動駕駛、元宇宙、企業智能、智能汽車、虛擬數字人等主流產品的落地需求；針對業務類AI產品，從城市治理、企業服務、個人服務三個維度展開介紹。第四篇(第12～13章)從賦能行業和項目實踐兩個維度解讀AI產品高效、高質量落地的方法。其中不僅以安防、製造業、汽車為案例解讀了AI產品高效落地的方法和方案，還以B/G端項目、商機項目為例，提供了可行性驗證、交付等問題的解決思路。

Two management and technology experts show that AI is not a job destroyer, exploring worker-AI collaboration in real-world work settings.This book breaks through both the hype and the doom-and-gloom surrounding automation and the deployment of artificial intelligence-enabled―“smart”―systems at work. Management and technology experts Thomas Davenport and Steven Miller show that, contrary to widespread predictions, prescriptions, and denunciations, AI is not primarily a job destroyer. Rather, AI changes the way we work―by taking over some tasks but not entire jobs, freeing people to do other, more important and more challenging work. By offering detailed, real-world case studies of AI-augmented jobs in settings that range from finance to the factory floor, Davenport and Miller also show that AI in the workplace is not the stuff of futuristic speculation. It is happening now to many companies and workers. These cases include a digital system for life insurance underwriting that analyzes

There are relatively high rates of complications in the fetal and neonatal periods (1 in 33 fetuses born with birth defects and 1 in 10 preterm births in the US). With advances in maternal-fetal care and growing services and life-extending medical innovations in the neonatal period, morefamilies are presenting to Neonatal Intensive Care Units (NICUs) and often for longer lengths of time. The growing recognition of mental health needs of families and providers in fetal care centers, NICUs, and neonatal follow-up programs has led to a quickly increasing presence of behavioral healthproviders in these settings. Behavioral Health Services with High-Risk Infants & Families is a practical guide for mental health clinicians working in fetal care, NICU, and neonatal follow-up care. The book provides a broad overview of common medical conditions in fetal and NICU settings (e.g., congenital anomalies, prematurebirth, hypoxic injury in the perinatal period), prevalence, and symptoms of behavioral

How will artificial intelligence change our world within twenty years? A WALL STREET JOURNAL, WASHINGTON POST, AND FINANCIAL TIMES BEST BOOK OF THE YEAR • “This inspired collaboration between a pioneering technologist and a visionary writer of science fiction offers bold and urgent insights.”―Yann LeCun, winner of the Turing Award; chief AI scientist, Facebook “Amazingly entertaining . . . Lee and Chen take us on an immersive trip through the future. . . . Eye-opening.”―Mark CubanAI will be the defining development of the twenty-first century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand-new forms of communication and entertainment. In liberating us from routine work, however, AI will also challenge the organizing principles of our economic and social order. Meanwhile, AI will bring new risks in the form of autonomous weapons and smart

Marketing and sales prioritize AI and machine learning more than any other business department, yet often struggle with how to scale and strategize the opportunities it presents.AI Strategy for Sales and Marketing presents a framework for understanding how AI can boost customer-centricity and sales by creating a connected strategy that delivers value today and into the future. Supported by practical tips and advice throughout, it covers topics including personalization, upskilling, customer experience for both on and offline shopping channels and the importance of using AI responsibly to create consumer trust. Featuring original research and interviews with leading practitioners, it also contains global case studies from organizations in a range of sectors, including Samsung, LinkedIn, PwC, Rolls Royce and Hilton, with insights into the various stages of their adoption journeys. Written by a recognized industry expert, it is an invaluable resource for those wanting to benefit from usin

Marketing and sales prioritize AI and machine learning more than any other business department, yet often struggle with how to scale and strategize the opportunities it presents.AI Strategy for Sales and Marketing presents a framework for understanding how AI can boost customer-centricity and sales by creating a connected strategy that delivers value today and into the future. Supported by practical tips and advice throughout, it covers topics including personalization, upskilling, customer experience for both on and offline shopping channels and the importance of using AI responsibly to create consumer trust. Featuring original research and interviews with leading practitioners, it also contains global case studies from organizations in a range of sectors, including Samsung, LinkedIn, PwC, Rolls Royce and Hilton, with insights into the various stages of their adoption journeys. Written by a recognized industry expert, it is an invaluable resource for those wanting to benefit from usin

Three of our most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society―and what it means for us all.An AI learned to win ch

The use of artificial intelligence (AI) in various fields is of major importance to improve the use of resourses and time. This book provides an analysis of how AI is used in both the medical field and beyond. Topics that will be covered are bioinformatics, biostatistics, dentistry, diagnosis and prognosis, smart materials, and drug discovery as they intersect with AI. Also, an outlook of the future of an AI-assisted society will be explored.

本書以各種各樣的實例剖析遊戲AI手法，並以此為目標，幫助讀者學習構築遊戲AI的技術。另外，也闡述了遊戲AI中的深層學習、機械學習、強化學習技術。

’…an essential and fascinating manual for every woman who wants to understand equality within an ever-changing, modern world.’ Scarlett Curtis‘…[this book] taught me more than any book has ever taught me about AI.’ Chris Evans, Virgin RadioHow To Talk To Robots, is your girls guide to Artificial Intelligence. Entrepreneur Tabitha Goldstaub welcomes you into the AI world with a warm embrace. She brilliantly breaks down the tech-bro barriers offering a straightforward introduction and makes clear the enormous benefits of understanding AI..If your social feed defines your spending habits or you’ve downloaded the latest filter to see what you’ll look like when you are old or now connect with your doctor using an app, have applied for a job online or used your phone to arrive at work in record time, AI is playing a part in how you live, work and play. We live in an era where machines are taught to learn and act without human intervention and there are infinite possibilities to their applica

《Python Web開發從入門到精通》從初學者角度出發，通過通俗易懂的語言、豐富多彩的實例，詳細介紹了使用Python進行Web程序開發應該掌握的各項技術。全書共分15章，包括HTML和CSS基礎、JavaScript基礎、網絡編程基礎、MySQL數據庫基礎、Web框架基礎、Flask框架基礎、Flask框架進階、Django框架基礎、Django框架進階、Tornado框架基礎、FastAPI框架基礎、Flask框架開發好記星博客系統、Django框架開發智能星學生管理系統、Tornado框架開發BBS社區系統和FastAPI框架開發看圖猜成語微信小程序等內容。

Explore the technology that is changing our world!Imagine a robot that can see, hear, move, speak - even feel - in the way that humans do. That's AI in action! Discover how AI engineers create useful

Brand new series of chunky board books featuring things that go and sliding counters! Discover five different building site vehicles in this new series of interactive board books with easy-to-use movi

AI（人工智慧）時代即將到臨！進入二十一世紀後，AI的研發與應用出現躍進現象，AI應用已逐漸進入社會各領域，而作為各領域基石的教育領域，更應超前部署、妥為因應。本書分為三篇，【前瞻篇】共三章，分別介紹：機器人教育、AI應用於教育的現況與趨勢、2030年結合AI的臺灣教育等。【師資篇】共四章，探究：師資生的運算思維課程、在職教師如何藉網路增進專業、AI時代的教師專業需求，以及教師對智慧教育的意見等。

A new kind of manifesto for the working woman, with tips on building wealth and finding balance, as well as inspiration for harnessing the freedom and power that comes from a breadwinning mindset.Near

① Do you know what AI is doing to improve our health and wellbeing?② Does this new technology concern you, or impress you?③ Do you want to know more about the future of AI in healthcare?Technology continues to advance at a pace that can seem bewildering. Nowhere else is it moving faster than in the health sector, where ♥AI is now being used to improve millions of lives♥.In this book, ◆ Artificial Intelligence in Healthcare: AI, Machine Learning, and Deep and Intelligent Medicine Simplified for Everyone ◆, you can discover the great improvements that AI is making, with chapters covering: ✓ The current applications and future of AI in healthcare and all major medical specialties✓ The benefits and risks weighed up✓ The ethics involved✓ Machine learning and data science simplified✓ AI's role in medical research and education, health insurance, drug discovery, electronic health records, and the fight against COVID-19✓ The roles that major corporations and start-up companies are playing✓ The

A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music.As algorithms get smarter, what role will computers

How can you successfully deploy AI?When AI works, it's nothing short of brilliant, helping companies make or save tremendous amounts of money while delighting customers on an unprecedented scale. When it fails, the results can be devastating. Most AI models never make it out of testing, but those failures aren't random. This practical guide to deploying AI lays out a human-first, responsible approach that has seen more than three times the success rate when compared to the industry average.In Real World AI, Alyssa Simpson Rochwerger and Wilson Pang share dozens of AI stories from startups and global enterprises alike featuring personal experiences from people who have worked on global AI deployments that impact billions of people every day.AI for business doesn't have to be overwhelming. Real World AI uses plain language to walk you through an AI approach that you can feel confident about-for your business and for your customers.

即使面臨全球疫情風暴與國際政經變化等不確定的未來，人工智慧依然進展神速，更融合大數據、物聯網、雲端等不斷進化，近年各行各業熱烈投入「產業AI化」進行創新轉型，AI應用需求越多元也加速AI技術進化越快速，並創造更多實際落地的應用商機，也正發展出各種人工智慧即服務(AI-as-a-Service)的新興科技服務，開始進入「AI產業化」時代。本書先歸納分析AI水平產業化及垂直產業化兩大面向及發展重點，再展開六大「AI產業化」議題，分別探討台灣產業如何掌握AI新藍海。包括感知 AI、演算AI、工業AI、醫療AI、生技AI等五大領域，並列舉國內外經典案例，進而提供台灣在相關領域產業化策略建議，以提供給台灣產業或政府參考

We need new governance solutions to help us improve public policies and services, solve complex societal problems, strengthen social communities and reinvigorate democracy. By changing how government engages with citizens and stakeholders, co-creation provides an attractive and feasible approach to governance that goes beyond the triptych of public bureaucracy, private markets and self-organized communities. Inspired by the successful use of co-creation for product and service design, this book outlines a broad vision of co-creation as a strategy of public governance. Through the construction of platforms and arenas to facilitate co-creation, this strategy can empower local communities, enhance broad-based participation, mobilize societal resources and spur public innovation while building ownership for bold solutions to pressing problems and challenges. The book details how to use co-creation to achieve goals. This exciting and innovative study combines theoretical argument with illus

Artificial intelligence (AI) stands out as a transformational technology of the digital age. Its practical applications are growing very rapidly. One of the chief reasons AI applications are attaining prominence, is in its design to learn continuously, from real-world use and experience, and its capability to improve its performance.It is no wonder that the applications of AI span from complex high-technology equipment manufacturing to personalized exclusive recommendations to end-users. Many deployments of AI software, given its continuous learning need, require computation platforms that are resource intense, and have sustained connectivity and perpetual power through central electrical grid. In order to harvest the benefits of AI revolution to all of humanity, traditional AI software development paradigms must be upgraded to function effectively in environments that have resource constraints, small form factor computational devices with limited power, devices with intermittent or no

More than 50 activities to help kids learn how to build lasting friendships, be social, and have fun!Making friends is easier with this social skills-building workbook for kids who love Minecraft and

你不用會AI技術，只要換上AI思維人工智慧（AI）不像物聯網和工業4.0那麼難以落實，AI的應用不需要太多配套，只要掌握 AI思維，大中小型企業都能有感升級！企業可利用AI單點突破、快速導入：★行銷→區隔市場　★製造→提升良率、改善品質；★業務→預測需求　★人資→增強員工能力、預測離職率……不論製造、設計、家電或運輸業，都能用AI加速發展！ 許多企業領導人對人工智慧（AI）的應用仍在觀望，擔心可

作品屢獲金鼎獎、金輪獎、全球華語科幻星雲獎等海內外各大文學獎肯定的邱傑老師，這次把目光焦點放到AI人工智能，用有趣的、發人深省的一篇篇小故事，邀請讀者一同想像人類和AI共存的生活……★AI極短篇10篇AI應用的小故事，養雞、保護山林、養護草地、觀察野生動物……，AI能做的事情比你我想像得要多多了！★我的男朋友我有一個很棒的男朋友，他高大英俊、溫柔體貼，但是需要充電……？★緊急任務科技大國發明了比核

作品屢獲金鼎獎、金輪獎、全球華語科幻星雲獎等海內外各大文學獎肯定的邱傑老師，這次把目光焦點放到AI人工智能，用有趣的、發人深省的一篇篇小故事，邀請讀者一同想像人類和AI共存的生活…… ★AI極短篇 10篇AI應用的小故事，養雞、保護山林、養護草地、觀察野生動物……，AI能做的事情比你我想像得要多多了！ ★我的男朋友 我有一個很棒的男朋友，他高大英俊、溫柔體貼，但是需要充電……？ ★緊急任務 科技大國發明了比核武還要危險的殺手AI，而且它長出了自己的意識，很可能對抗人類！ ★決戰魔羯星 爸爸公司生產的AI專門清理海底垃圾，但神祕的對手公司「魔羯星」，竟然發明了武裝的恐怖AI，打算靠武力來爭奪地盤！ ★集忠營 人工智能技術發展突飛猛進，AI機器人已被分成五個等級，從最基礎的菌族到智慧超越人類的神族。位於中間等級的蟻族機器人○二一九，隨著智能的成長，嚮往成為真正的人類……

The trading system is unbalanced against developing countries. The progressive elimination of remaining trade barriers in goods and services, with rich counties leading by example, coupled with enough

本書以孫悟空師徒學習AI為題材，通過主人公孫大聖學習AI知識和方法，並教授其他師兄弟瞭解AI知識，幫助他們通過百度AI技術掌握特殊技能，實現夢想。全書分8章，分別通過卡通故事給少兒讀者講解幾項簡單的AI技術，然後通過百度AI平臺讓讀者參與實驗瞭解AI技術是什麼。本書以少兒讀者為對象，以卡通動漫的形式科普AI知識和技術，為少兒打開AI夢想的大門。

AI不僅能夠提高工作效率，還將改變工作性質，打破職場生存法則。AI時代，什麼樣的人會被淘汰？AI時代，如何進行自我提升，更好地抓住就業機會？這是本書重點探討和要解決的問題。本書共分為7章，分別從AI引發的工作變革、如何應對AI時代的失業危機以及AI時代不會被淘汰的5種能力(專業頂尖、人際交流、組織管理、人機協作和終身學習)進行分析和介紹，幫助讀者在AI時代建立正確的職場觀，掌握AI時代必備的工作技

全書系統性地介紹了AI入門的有關知識，從AI與人類對話、與人腦的差異、AI藝術創作等多個方面探討了AI的發展進程，重點介紹了深度學習這一AI領域關鍵技術，探討它的進化程度將如何影響人類未來的生活與工作等。在全書最後的部分，還全景展示了作者對兩位知名AI專家的采訪，對於目前AI主流的研究方向和入門基礎有精彩的觀點和詳細的解析。全書內容通俗實用，對於了解AI的基礎知識非常有幫助，特別適合AI愛好者和青少年閱讀。

Most human beings grow up speaking more than one language; a lot of us also acquire an additional language or languages other than our mother tongue. This Element in the Second Language Acquisition series investigates the human capacity to learn additional languages later in life and introduces the seminal processes involved in this acquisition. The authors discuss how to analyze learner data and what the findings tell us about language learning; critically assessing a leading theory of how adults learn a second language: Generative SLA. This theory describes both universal innate knowledge and individual experiences as crucial for language acquisition. This Element makes the relevant connections between first and second language acquisition and explores whether they are fundamentally similar processes. Slabakova et al. provide fascinating pedagogical questions that encourage students and teachers to reflect upon the experiences of second language learners.

2020 Foreword Indie Award Honorable Mention in the "Science & Technology" CategoryLate in 2017, the global significance of the conversation about artificial intelligence (AI) changed forever.China put the world on alert when it released a plan to dominate all aspects of AI across the planet. Only weeks later, Vladimir Putin raised a Russian red flag in response by declaring AI the future for all humankind, and proclaiming that, "Whoever becomes the leader in this sphere will become the ruler of the world."The race was on. Consistent with their unique national agendas, countries throughout the world began plotting their paths and hurrying their pace. Now, not long after, the race has become a sprint.Despite everything at stake, to most of us AI remains shrouded by a cloud of mystery and misunderstanding. Hidden behind complicated and technical jargon and confused by fantastical depictions of science fiction, the modern realities of AI and its profound implications are hard to deciph

Feminists Researching Gendered Childhoods charts the evolving nature of feminist theory and research methods in childhood studies and the generative potential this holds for researchers, academics and

★國內各界產業專家最新、第一手企業數位轉型分析！★AI只是工具，重點趨勢為數位轉型後企業融合的AI＋生態系！未來不是賽局，是融合，商業帝國會瓦解，AI＋共融生態系才能創造永續價值！我們都是和AI連結的AI＋。 近年來，國內各產業吹起一股AI風，然而數位化、AI化只是起點與媒介，當各產業與異業間的大數據等資源，透過數位轉型共享與融合，即將顛覆傳統商業思維模式，形成更多具爆炸性成長可能的創新和市場！

圍棋AI的出現，在圍棋領域掀起了人們對人工智能的強烈關注，而目前圍棋AI的實戰水平已經超越人類棋手。本書詳細解析圍棋實戰中常見的AI新定式，包括創造性的新手和AI對傳統定式的改進，結合職業棋手全新實戰譜演示AI新定式的應用方法。在論證AI新定式合理性的同時，剖析老定式消亡的原因，使棋友們“知棋然，更知棋所以然”。篇幅重心用在講透當今棋人最關心的實戰新變化，具有較好的實用價值。

Python與AI編程，主要是講解Python編程基礎和人工智能算法的編程案例，分上下冊，上冊分為：第六章，機器覺醒-AI簡介；第七章，智慧初現-ML入門；第八章，光影世界-圖像識別；第九章，說文解字-語言處理；第十章，智慧大腦-優化決策。本書著重于培養學生對人工智能的正確認知，幫助青少年瞭解AI技術的應用場景，體驗AI技術給人帶來的獲得感。

隨著計算機技術的高速發展，機器AI的進步擁有了更大空間。特別是當阿爾法狗戰勝人類中最高段位的圍棋高手，越來越多的行業引入AI智能之後，機器AI的潛在威脅逐漸受到更多人的重視。於是人們不禁要問：當機器擁有了智能，人類將會面對怎樣一種命運？當人類勢圖探索無垠宇宙和多維空間，AI智能又將在這一過程中承擔怎樣的責任？人類最終是被機器AI取代、還是兩者最終會達成某種和諧，一起探索宇宙中更深遠的未知領域――科技帶來無限可能，同時也在提醒人類，避需有效的避開前路上可能會發生的種種危機。

In architecture, a facade is the skin of a building. Eco-friendly Building Facade demonstrates just how important this 'skin' is by illustrating its impact on energy efficiency. Sunlight, ventilation,