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1. This book will attempt to provide a wide range of research and development work under the umbrella of Intelligent Computing. Aim of this;
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concepts for image processing Explore the theory behind machine learning and deep learning algorithm design Discover effective techniques to train;
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schemes; applications of neural network and deep learning; decentralized learning for wireless communication systems; intelligent antennas design;
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applications of machine learning, deep learning, soft computing, and evolutionary computing techniques in design, implementation, and optimization;
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of data mining, machine learning, soft computing, and decision science. It also focuses on the usefulness of applied intelligent techniques in the;
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deep learning in clinical applicationsIntroduces several techniques for medical image processing and analysis for CAD systems design;
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Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and;
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Master expert techniques for building automated and highly scalable end-to-end machine learning models and pipelines in Azure using;
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, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes;
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, and working examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow;
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applications using intelligent programming. MatConvNet Deep Learning and iOS Mobile App Design for Pattern Recognition: Emerging Research and;
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applications using intelligent programming. MatConvNet Deep Learning and iOS Mobile App Design for Pattern Recognition: Emerging Research and;
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system design using AI techniques, intelligent signal processing for biomedical applications, intelligent robotic systems, and network security;
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have proven to be vital solutions to numerous real-world issues are machine learning and deep learning. These intelligent agents unlock higher;
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) and Python Apply machine learning and deep learning techniques with TensorFlow and Keras Discover the modern design patterns you should avoid;
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students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor;
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will perform popular supervised machine learning tasks using techniques such as linear regression, logistic regression, and clustering. You;
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recommendation, intelligent interaction support for e-learning, data mining for instructional design, learning and assessment, students' access patterns;
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Features Introduces and then uses TensorFlow 2 and Keras right from the start Teaches key machine and deep learning techniques Understand the;
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This book covers different machine learning techniques such as artificial neural network, support vector machine, rough set theory and deep;
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to supervised, unsupervised and reinforcement learning techniques Find easy-to-follow code solutions for tackling common and not-so-common;
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Master machine learning concepts and develop real-world solutions Machine learning offers immense opportunities, and;
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and Challenges provides readers with a focused approach for the design and implementation of deep learning concepts using data analytics;
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OpenCV using Python. You will also be able to create deep learning models with CNN and RNN and understand how these cutting-edge deep learning;
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Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than;
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intelligence, intelligent information system development using design science principles, intelligent web mining and knowledge discovery systems.;
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from text, image and speech * Guide to set-up deep learning models using CPU and GPU Who This Book Is For Data science professionals or;
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