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Machine See, Machine Do

人工智能, 英文图书, 软件  暂无评论 ⁄ 653 次阅读+
New Degree Press Machine See, Machine Do: How Technology Mirrors Bias in Our Criminal Justice System 1637308213 “When today’s technology relies on yesterday’s data, it will simply mirror our past mistakes and biases.” AI and other high-tech tools embed and reinforce America’s history of prejudice and exclusion — even when they are used with the best intentions. Patrick K. Lin’s Machine See, Machine Do: How Technology Mirrors Bias in Our Criminal Justice System takes a ...
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Machine Learning on Geographical Data Using Python

人工智能, 英文图书, 软件  暂无评论 ⁄ 234 次阅读+
Get up and running with the basics of geographic information systems (GIS), geospatial analysis, and machine learning on spatial data in Python.  This book starts with an introduction to geodata and covers topics such as GIS and common tools, standard formats of geographical data, and an overview of Python tools for geodata. Specifics and difficulties one may encounter when using geographical data are discussed: from coordinate systems and map projections to different geod...
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Hands-on AIOps: Best Practices Guide to Implementing AIOps

人工智能, 英文图书, 软件  暂无评论 ⁄ 228 次阅读+
Welcome to your hands-on guide to artificial intelligence for IT operations (AIOps). This book provides in-depth coverage, including operations and technical aspects. The fundamentals of machine learning (ML) and artificial intelligence (AI) that form the core of AIOps are explained as well as the implementation of multiple AIOps uses cases using ML algorithms. The book begins with an overview of AIOps, covering its relevance and benefits in the current IT operations la...
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Applied Deep Learning with TensorFlow 2

人工智能, 英文图书, 软件  暂无评论 ⁄ 220 次阅读+
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects. This book is designed so that you can focus on the parts you are interested in. You will explore topics as regularization, optimizers, optimization, metric analysis, and hyper-parameter tuning. In addi...
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Automated Machine Learning in Action

人工智能, 英文图书, 软件  暂无评论 ⁄ 293 次阅读+
Automated Machine Learning in Action teaches you to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input. Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and Keras Tuner. Automated Machine Learning in Action, filled with hands-on examples and written in an access...
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Beyond Algorithms: Delivering AI for Business

人工智能, 英文图书  暂无评论 ⁄ 229 次阅读+
With so much artificial intelligence (AI) in the headlines, it is no surprise that businesses are scrambling to exploit this exciting and transformative technology. Clearly, those who are the first to deliver business-relevant AI will gain significant advantage. However, there is a problem! Our perception of AI success in society is primarily based on our experiences with consumer applications from the big web companies. The adoption of AI in the enterprise has been slo...
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Digital Health Transformation With Blockchain and Artific...

人工智能, 区块链, 英文图书  暂无评论 ⁄ 206 次阅读+
The book Digital Health Transformation with Blockchain and Artificial Intelligence covers the global digital revolution in the field of healthcare sector. The population has been overcoming the COVID-19 period; therefore, we need to establish intelligent digital healthcare systems using various emerging technologies like Blockchain and Artificial Intelligence. Internet of Medical Things is the technological revolution that has included the element of smartness in the healt...
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元宇宙时代

人工智能, 区块链, 科技  暂无评论 ⁄ 546 次阅读+
内容简介: 21世纪是元宇宙的时代,我们将生活在一个真实与虚拟共生的新世界。这并不是预言,而是正在发生的现实。 Facebook、微软、谷歌、英伟达、腾讯、字节跳动等国际国内巨头纷纷入场并布局元宇宙,背后折射出的正是对于人类文明和互联网技术将要进入新阶段的敏锐洞察。那么到底什么是元宇宙,我们该如何认知并提前布局?   本书以简明易懂的语言,完整展现了元宇宙这一数字世界的技术形态与商业图景。每一次技术的变革都蕴藏着巨大的机遇,对于任何希望读懂或者享受元宇宙红利的人来...
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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 ⁄ 228 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 ⁄ 301 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 ⁄ 296 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 ⁄ 337 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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