Building Generative AI Services with FastAPI

What are the principles behind intelligent systems? How are they built? What are intelligent systems useful for? How do we choose the right tool for the job? These questions are answered by Michael Negnevitsky’s Artificial Intelligence: A Guide to Intelligent Systems.Unlike many books on computer intelligence, which use complex computer science terminology and are crowded with complex matrix algebra and differential equations, this text demonstrates that the ideas behind intelligent systems are simple and straightforward. This text assumes little or no programming experience as it tackles topics like expert systems, fuzzy systems, artificial neural networks, evolutionary computation, knowledge engineering, and data mining.TABLE OF CONTENTS1. Introduction to Intelligent Systems 1.1 Intelligent Machines, or What Machines Can Do 1.2 The History of Artificial Intelligence, or From the ‘Dark Ages’ to Knowledge-based Systems 1.3 Generative AI 1.4 Summary Questions fo

In Bridging Intention to Impact: Transform Product Development through Evidence-Based Decision-Making, Connor Joyce, a seasoned user researcher and product strategist, offers a groundbreaking guide for product managers and teams seeking to elevate their digital products from engaging to impactful. Packed with practical tools and frameworks, examples from startups through enterprises across industries, and generative AI prompts, this book helps product teams immediately begin taking steps toward a more experimental and evidence-driven culture. Joyce illustrates how this approach can empower companies to adapt to shifting user needs and technology by reframing their digital products as dynamic solutions designed to maximize behavior change, user outcomes, and, ultimately, business impacts, including decreasing churn, increasing customer lifetime value, and lowering customer acquisition costs. Join the growing movement of product leaders embracing the Impact Mindset and unlock your team's

Everything you need to know to get into Python coding, with 7 books in one Python All-in-One For Dummies is your one-stop source for answers to all your Python questions. From creating apps to building complex web sites to sorting big data, Python provides a way to get the work done. This book is great as a starting point for those new to coding, and it also makes a perfect reference for experienced coders looking for more than the basics. Apply your Python skills to data analysis, learn to write AI-assisted code using GitHub CoPilot, and discover many more exciting uses for this top programming language. Get started coding in Python--even if you're new to computer programmingReference all the essentials and the latest updates, so your code is air-tightLearn how Python can be a solution for large-scale projects and big datasetsAccelerate your career path with this comprehensive guide to learning PythonExperienced and would-be coders alike will love this easy-to-follow guide to learning

Organizations pour vast resources into building new products and services. Yet, too many new offerings are poorly conceived, don't delight (or even satisfy) customers, and fail in the marketplace. More effective product ownership and product management can keep that from happening to you. Now, there's an expert guide to world-class agile product development, reflecting deep in-the-trenches experience from two renowned product innovation experts and Scrum consultants. Chris Lukassen and Robbin Schuurman introduce powerful behaviors, tools, concepts, and skills for delivering superior products and services, and avoiding pitfalls that keep you from understanding what customers really need and want. You'll learn how to make crucial decisions based on better insights, not anecdotal or subjective second-hand information; and optimize roles including product owner, customer representative, visionary, experimenter, decision-maker, collaborator, and influencer. The authors teach through a start

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the nervous system and musculoskeletal system obey movement orders from the brain, as well as the mental processes of the information during cognition when injuries and neurologic diseases are present in the human body. The interaction between these three areas are studied in this book with the objective of obtaining AI models on injuries and neurologic diseases of the human body, studying diseases of the brain, spine and the nerves that connect them with the musculoskeletal system.There are more than 600 diseases of the nervous system, including brain tumors, epilepsy, Parkinson's disease, stroke, and many others. These diseases affect the human cognitive system that send

Start deploying, managing, and scaling containerized applications into AWS container infrastructure using Docker on Amazon EC2, Amazon Elastic Container Service (ECS), and AWS Elastic Kubernetes Service (EKS). This step by step practical book will cover all the available container services on AWS and review the usage of each one based on your required scale and cost. Further, you will see how to set up each environment and finally deploy, manage, and scale containerized applications on each one.In the chapter about Elastic Kubernetes Service (EKS), you will learn the process of building and managing Kubernetes clusters on AWS and see how to provision hosts in a matter of minutes, while deploying containers in seconds and making them available globally. Deploy Containers on AWS shows you how to get started with AWS container offerings and manage production or test environments of containerized applications using a hands-on approach with step-by-step instructions. What You Will LearnDepl

Discover the RESTful technologies, including REST, JSON, XML, JAX Web Services, SOAP and more, for building today's microservices, big data applications, and web service applications. This book is ba

(Volume 1)On any given day in a certain city, in a certain public services office building down in the Health and Welfare Department, you just might run into a clerk with a tongue twister of a name, a

By 2018, demand for home health care will increase by more than 90 percent, and by 2050, the total number of individuals needing long-term care is projected to grow from 12 million to 27 million. With

On any given day in a certain city--in a certain public services office building down in the Health & Welfare Department...you just might run into a clerk with a tongue twister of a name, a hu

The fifth edition of this updated and expanded classic provides visual artists with an in-depth guide to developing and building a career as a professional artist. Veteran art writer Daniel Grant weav

In the second book of The Legacy Series, James, now twenty-one, starts his long awaited career into building Bannerman’s into the empire of his dreams. The story continues with love affairs, marriages

For the past few years, Grant Thompson has spent his weekends starting fires, building cannons, and experimenting with dry ice and liquid nitrogen. He’s made pumpkins explode, defied gravity, and disc

Hollis Grant has fashioned a new life for herself with a foster child and a job as resident super of an eight-storey apartment building with a split personality. Hollis finds herself in the middle of

The internet arrived with a boom changing the landscape for business and opening up a global marketplace like nothing before.? The pace of change has been building with exponential momentum, the impac

The 'Domus Dei', otherwise known as the Garrison Church, in Portsmouth is a familiar landmark to ships sailing into and out of Portsmouth Harbour. It was originally founded about 1210 as a 'hospital' for travellers - especially pilgrims - arriving at the port. After the Reformation its main building became a church, and was frequently used by naval and army personnel before embarkation. In 1814 the sovereigns and leaders of the Allies against Napoleon gathered there during the peace celebrations following his abdication, but by the middle of the century it had become dilapidated. A restoration project was begun in 1865, and this history of the building was published in 1873 by Henry P. Wright, 'chaplain to the Forces', with the intention of raising further donations towards the refurbishment, which he describes in detail. The church was severely damaged by bombing in 1941, but remains consecrated and is occasionally used for services.

Provides instructions for creating Microsoft Office cloud-based services, building custom applications, and constructing collaborative solutions with instant messaging and video conferencing.

Follow along with Dash Derby as he guides you through the daring world of Pinewood Derby. Use this workbook along with the book Getting Started in Pinewood Derby to learn the basics of building a De

The key to the survival of museum collections is a stable indoor environment and vital to this is a well-maintained building with effective environmental services. Environmental Management sets out cl

Search computing, which has evolved from service computing, focuses on building the answers to complex search queries by interacting with a constellation of cooperating search services, using the rank

Life is good for Joyce and Kevin--traveling, having fun with friends, holding down a successful Wall Street career, building their dream home and planning a big family. Then, in what feels like an ins

This rigourous and self-contained book describes mathematical and, in particular, stochastic methods to assess the performance of networked systems. It consists of three parts. The first part is a review on probability theory. Part two covers the classical theory of stochastic processes (Poisson, renewal, Markov and queuing theory), which are considered to be the basic building blocks for performance evaluation studies. Part three focuses on the relatively new field of the physics of networks. This part deals with the recently obtained insights that many very different large complex networks - such as the Internet, World Wide Web, proteins, utility infrastructures, social networks - evolve and behave according to more general common scaling laws. This understanding is useful when assessing the end-to-end quality of communications services, for example, in Internet telephony, real-time video and interacting games. Containing problems and solutions, this book is ideal for graduate studen

This is the story of Makerere College from its inception in 1922 when fourteen day boys began to study carpentry, building and mechanics. In 1949 the greatly developed college entered into a special relationship with the University of London and began to prepare students for degrees of that university. The story is brought up to 1962 when with one thousand graduate and undergraduate students and with impressive buildings spread over 400 acres the University College was preparing to merge its identity with the Royal College, Nairobi and the University College, Dar es Salaam to form the new degree-granting University of East Africa. Throughout East Africa these men and women of all races hold prominent positions in the civil services and form the backbone of the professions. The chronicle of Makerere is so closely bound up with the history of East Africa that this book will be welcomed by students of African affairs as well as by alumni of the College and by those concerned with educatio

With just a simple set of tools and only five basic skills, kids can learn the easy techniques of leatherworking while building self-confidence and establishing safety skills that wi

Beginner carvers are presented with jargon-free instructions for eight skill-building projects in this copiously illustrated guide to carving in the round without a bandsaw. An introductory section ac