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Azure AI Services at Scale for Cloud, Mobile, and Edge

人工智能, 英文图书, 软件  暂无评论 ⁄ 34 次阅读+
Description: Take advantage of the power of cloud and the latest AI techniques. Whether you’re an experienced developer wanting to improve your app with AI-powered features or you want to make a business process smarter by getting AI to do some of the work, this book’s got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe show you how to build practical intelligent applications for the cloud, mobile, browsers, and edge devices using a han...
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TinyML Cookbook

人工智能, 英文图书, 软件  暂无评论 ⁄ 46 次阅读+
Description: Work through over 50 recipes to develop smart applications on Arduino Nano 33 BLE Sense and Raspberry Pi Pico using the power of machine learning Key Features Train and deploy ML models on Arduino Nano 33 BLE Sense and Raspberry Pi Pico Work with different ML frameworks such as TensorFlow Lite for Microcontrollers and Edge Impulse Explore cutting-edge technologies such as microTVM and Arm Ethos-U55 microNPU Book Description This book explor...
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Reinforcement Learning and Stochastic Optimization

人工智能, 英文图书, 软件  暂无评论 ⁄ 54 次阅读+
Description: REINFORCEMENT LEARNING AND STOCHASTIC OPTIMIZATION Clearing the jungle of stochastic optimization Sequential decision problems, which consist of “decision, information, decision, information,” are ubiquitous, spanning virtually every human activity ranging from business applications, health (personal and public health, and medical decision making), energy, the sciences, all fields of engineering, finance, and e-commerce. The diversity of applications at...
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AI by Design: A Plan for Living with Artificial Intelligence

人工智能, 英文图书, 软件  暂无评论 ⁄ 87 次阅读+
Description: This book introduces the reader to Artificial Intelligence and its importance to our future. Campbell uses behavioural psychology, explores technology, economics, real-life and historical examples to predict five future scenarios with AI. Illustrating through speculative fiction, she describes possible futures after AI exceeds human capabilities. We are at a tipping point in history and must plan to ensure a successful co-existence with artificial intelli...
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Practical Explainable AI Using Python

人工智能, 英文图书, 软件  暂无评论 ⁄ 369 次阅读+
Learn the ins and outs of decisions, biases, and reliability of AI algorithms and how to make sense of these predictions. This book explores the so-called black-box models to boost the adaptability, interpretability, and explainability of the decisions made by AI algorithms using frameworks such as Python XAI libraries, TensorFlow 2.0+, Keras, and custom frameworks using Python wrappers. You’ll begin with an introduction to model explainability and interpretability basi...
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MLOps Engineering at Scale

人工智能, 英文图书, 软件  暂无评论 ⁄ 257 次阅读+
Dodge costly and time-consuming infrastructure tasks, and rapidly bring your machine learning models to production with MLOps and pre-built serverless tools! In MLOps Engineering at Scale you will learn: Extracting, transforming, and loading datasets Querying datasets with SQL Understanding automatic differentiation in PyTorch Deploying model training pipelines as a service endpoint Monitoring and managing your pipeline’s life cycle Measuring perform...
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Conversational AI: Chatbots that work

人工智能, 英文图书, 软件  暂无评论 ⁄ 236 次阅读+
Conversational AI is a hands-on guide to building custom virtual assistants for a wide variety of use cases. Design, develop, and deploy human-like AI solutions that chat with your customers, solve their problems, and streamline your support services. Conversational AI: Chatbots that work teaches you to create the kind of AI-enabled chatbots that are revolutionizing the customer service industry. Conversational AI is a hands-on guide to building custom virtual assist...
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Designing Autonomous AI: A Guide for Machine Teaching

人工智能, 英文图书, 软件  暂无评论 ⁄ 211 次阅读+
Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn’t learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world. Using co...
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Bots and Beasts: What Makes Machines, Animals, and People...

人工智能, 英文图书  暂无评论 ⁄ 172 次阅读+
Description: An expert on mind considers how animals and smart machines measure up to human intelligence. Octopuses can open jars to get food, and chimpanzees can plan for the future. An IBM computer named Watson won on Jeopardy! and Alexa knows our favorite songs. But do animals and smart machines really have intelligence comparable to that of humans? In Bots and Beasts, Paul Thagard looks at how computers (“bots”) and animals measure up to the minds of people, off...
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Practical Weak Supervision: Doing More with Less Data

人工智能, 英文图书, 软件  暂无评论 ⁄ 726 次阅读+
Description: Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There’s a more practical approach. In this book, Amit Bahree, Senja Filipi, and Wee Hyong Tok from Microsoft show you how to create products using weakly supervised learning models. You’ll learn how to build natural language p...
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Transfer Learning for Natural Language Processing

人工智能, 英文图书, 软件  暂无评论 ⁄ 452 次阅读+
Description: Transfer Learning for Natural Language Processing gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP. Building and training deep learning models from scratch is costly, time-consuming, and requires massive amounts of data. To address this concern, cutting-edge transfer learning techniques enable you to start with pretrained models you can tweak to meet your exact needs. In ...
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Machine Learning Bookcamp

人工智能, 英文图书, 软件  暂无评论 ⁄ 265 次阅读+
Description: In Machine Learning Bookcamp you’ll learn the essentials of machine learning by completing a carefully designed set of real-world projects. The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. In Machine Learning Bookcamp you’ll learn the essentials of machine learning by completing a carefully designed set of real-world pr...
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