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decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to;
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This book provides a full presentation of the current concepts and available techniques to make machine learning systems more explainable;
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. They deal with AI and related research focusing on comparison and integration of CBR with other AI methods such as deep learning architectures;
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AI models. Practical Explainable AI Using Python shines the light on deep learning models, rule-based expert systems, and computer vision;
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learned by teachers and sustained effort. And what better way to strengthen the quality of AI and Machine learning outcomes. I hope that this book;
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; explainable agent simulations; planning and argumentation; explainable AI and cognitive science.;
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Intermediate-Advanced;...
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understand and appropriately trust the obtained results. The authors discuss the challenges involved in making machine learning-based AI explainable;
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poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence;
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From humble evolutions in research papers and labs, artificial intelligence (AI)-which encompasses Machine Learning (ML) and Deep Learning;
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, GANs, VAEs, and deep reinforcement learning that drive today's most impressive AI results. Key Features Explore the most advanced deep;
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The book proposes techniques, with an emphasis on the financial sector, which will make recommendation systems both accurate and;
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techniques Gain expertise in domains such as computer vision, NLP, Deep RL, Explainable AI, and much more Book DescriptionDeep learning;
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Provides a proficient guide on the relationship between AI and healthcare and how AI is changing all aspects of the health care industry;
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and topic areas of AI research. KI 2020 had a special focus on human-centered AI with highlights on AI and education and explainable machine;
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includes: * Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the;
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introduction to AI and its applications in different industries, along with an overview of AWS artificial intelligence and machine learning services;
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conditions affected by COVID-19 pose new challenges for healthcare management and learning how to apply AI will be important for a broad spectrum;
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programming technology needed by researchers developing AI applications. Chapters cover the theoretical fundamentals of AI and deep learning;
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recommendation tasks. The authors also devote a section to discuss the explanation perspectives in broader IR and AI/ML research and end the survey by;
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learning AI and robotics), what happens when philosophy meets science, and the role of philosophy in the culture in which it is embedded;
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learning AI and robotics), what happens when philosophy meets science, and the role of philosophy in the culture in which it is embedded;
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AI for Cars book provides a short-guided tour through many different AI landscapes including robotics, image and speech processing;
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Artificial Intelligence (AI), when incorporated with machine learning and deep learning algorithms, has a wide variety of applications;
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learning, including Markov's Decision process and Semi Markov Decision process. The next section shows you how to get started with Open AI before;
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of AI constructs. The chapters reflect the breadth of the area and cover recent developments in the methodology, advanced algorithms and;
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This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense;
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