Wireless for machine learning
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Stochastic Optimization for Large-scale Machine Learning
Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challe
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The Pragmatic Programmer for Machine Learning Taylor & Francis Ltd
Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life, yet software engineering has played a remarkably small role compared to other disciplines. Comprising a complete overview of how to design machine learning pipelines, this book provides a multi-disciplinary view of how traditional software learning...
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Machine Learning and Data Science Blueprints for Finance
Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researc
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Machine Learning for Computer Scientists and Data Analysts
This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex n
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Foundations of Programming, Statistics, and Machine Learning for Business Analytics
This book provides an introduction to the key concepts in programming, statistics and machine learning needed by business analytics students, assuming
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Supervised Machine Learning for Text Analysis in R
This book is designed to provide practical guidance and directly applicable knowledge for data scientists and analysts who want to integrate text into
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Recent Methods from Statistics and Machine Learning for Credit Scoring
Credit scoring models are the basis for financial institutions like retail and consumer credit banks. The purpose of the models is to evaluate the likelihood of credit applicants defaulting in order to decide whether to grant them credit. The area under the receiver operating characteristic (ROC) curve (AUC) is one of the most commonly used measures to evaluate predictive...
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Machine Learning for Financial Risk Management with Python
Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers,
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AI and Machine Learning for On-Device Development
This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android. It offers an introduction to ma
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Artificial Intelligence and Machine Learning for Open-world Novelty
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Practical Machine Learning for Computer Vision, End-to-End Machine Learning for Images O'Reilly Media
This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques....
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Machine Learning on Commodity Tiny Devices
This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents on-device learning
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Architecting Data and Machine Learning Platforms
This handbook is ideal for learning how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Clou
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Encyclopedia of Data Science and Machine Learning
Examines state-of-the-art research in the areas of data science, machine learning, data mining, and more. The book provides an international forum for
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Machine Learning in Translation Taylor & Francis Ltd
Machine Learning in Translationintroduces machine learning (ML) theories and technologies that are most relevant to translation processes, approaching the topic from a human perspective and emphasizing that ML and ML-driven technologies are tools for humans. Providing an exploration of the common ground between human and machine learning and of the nature of translation t...
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Machine Learning in Translation Taylor & Francis Ltd
Machine Learning in Translationintroduces machine learning (ML) theories and technologies that are most relevant to translation processes, approaching the topic from a human perspective and emphasizing that ML and ML-driven technologies are tools for humans. Providing an exploration of the common ground between human and machine learning and of the nature of translation t...
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Machine Learning and Deep Learning in Natural Language Processing
This book aims at providing a review of current Neural Network techniques in the NLP. The book is intended for a wide audience: beginners will find ch
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AI, Machine Learning and Deep Learning Taylor & Francis Ltd
In our society, there are so many intelligent devices that rely on AI/ML/DL algorithms/tools for smart operations. Since the AI/ML/DL security is a new emergent field, many researchers and industry people cannot obtain detailed, comprehensive understanding of this area. This book aims to provide a complete picture on the challenges and solutions to the security issues in ...
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Computational Methods for Deep Learning
Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively
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Programming PyTorch for Deep Learning
Take the next steps toward mastering deep learning, the machine learning method thatÂ’s transforming the world around us by the second. In this practi
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Automated Design of Machine Learning and Search Algorithms
Also covered are automated generation of constructive and perturbative low-level heuristics, selection hyper-heuristics for automated design, automate
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Machine Learning Control – Taming Nonlinear Dynamics and Turbulence
This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. In Chapter 5, MLC detects an
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Linear Algebra With Machine Learning and Data Taylor & Francis Ltd
This book takes a deep dive into several key linear algebra subjects as they apply to data analytics and data mining. The book offers a case study approach where each case will be grounded in a real-world application. This text is meant to be used for a second course in applications of Linear Algebra to Data Analytics, with a supplemental chapter on Decision Trees and t...
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IoT, Machine Learning and Blockchain Technologies for Renewable Energy and Modern Hybrid Power Systems
This edited book comprises chapters that describe the IoT, machine learning, and blockchain technologies for renewable energy and modern hybrid power
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Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development Taylor & Francis Ltd
The text focuses on mathematical modeling and applications of advanced techniques of machine learning, and artificial intelligence, including artificial neural networks, evolutionary computing, data mining, and fuzzy systems to solve performance and design issues more precisely. Intelligent computing encompasses technologies, algorithms, and models in providing effective ...
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Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data Taylor & Francis Ltd
This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science....
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AI and Machine Learning For Coders, A Programmer's Guide to Artificial Intelligence O'Reilly Media
If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics....
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Applications of Machine Learning and Deep Learning on Biological Data Taylor & Francis Ltd
Machine Learning and Deep Learning applied to biological and neuroimaging data opens up new frontiers for biomedical engineering, such as refining our understanding of complex diseases such as neurodegenerative and psychiatric disorders or cancer. This book strives to provide readers a comprehensive understanding of the application of Machine Learning and Deep Learning in...
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Practical Deep Learning
A book for people with no experience with machine learning and who are looking for an intuition-based, hands-on introduction using Python.
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Deep Learning from Scratch
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engi
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Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning
Prepares students for Microsoft Exam 70-774-and helps them demonstrate real-world mastery of performing key data science activities with Azure Machine
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Recent Advances in Material, Manufacturing, and Machine Learning Taylor & Francis Ltd
The International Conference on Recent Advances in Materials, Manufacturing and Machine Learning (RAMMML-2022)” is a federated organization dedicated to bringing together a significant number of diverse scholarly events for presentation within the conference program. It brings together both industrial and academic professionals including leading academic scientists, resea...
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Recent Advances in Material, Manufacturing, and Machine Learning Taylor & Francis Ltd
The International Conference on Recent Advances in Materials, Manufacturing and Machine Learning (RAMMML-2022)” is a federated organization dedicated to bringing together a significant number of diverse scholarly events for presentation within the conference program. It brings together both industrial and academic professionals including leading academic scientists, resea...
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Machine Learning and Internet of Things in Solar Power Generation Taylor & Francis Ltd
The text elaborates solar cell design principles, the equivalent circuit of single diode model, the equivalent circuit of two diode model, measuring idealist factor, and importance of series and shunt resistances. It further discusses perturb and observe technique, modified Pa O method, incremental conductance method, sliding control method, genetic algorithms, and neuro-...
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e, Concepts, Tools, and Techniques to Build Intelligent Systems O'Reilly Media
This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems....
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Deep Learning and Its Applications for Vehicle Networks Taylor & Francis Ltd
This book is based on the work from world-famous experts on the application of DL for vehicle networks. It consists of the following five parts: 1. DL for vehicle safety and security, 2. DL for effective vehicle communications, 3. DL for vehicle control, 4. DL for information management, 5. Other applications. The DL and its variants will play more important roles in cogn...
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Data-Driven Intelligence in Wireless Networks Taylor & Francis Ltd
This book highlights the importance of data-driven techniques to solve wireless communication problems. It presents a number of problems (e.g., related to performance, security, and social networking), and provides solutions using various data-driven techniques, including machine learning, deep learning, federated learning, and AI. The target audience of this book include...
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Algorithms for Convex Optimization
Algorithms for Convex Optimization are the workhorses of data-driven, technological advancements in machine learning and artificial intelligence. This
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AI for Physics
Written in accessible language without mathematical formulas, the book covers important machine learning algorithms and their respective applications
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AI for Physics
Written in accessible language without mathematical formulas, the book covers important machine learning algorithms and their respective applications
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Time Series for Data Scientists
Learn by doing with this guide to classical and contemporary machine learning approaches to time series data analysis. With data sets, commented R pro
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Zyxel VMG8825-T50K Wireless AC2300 VDSL2 Modem Router, 4x gigabit LAN, 1x gigabit WAN, 1x USB3.0, vectoring
VMG8825-T50K Dual Band Wireless AC/N VDSL2 Combo WAN Gigabit Gateway The Zyxel VMG8825-T50K Dual-Band Wireless AC/N VDSL2 Combo WAN Gigabit IAD provides high-speed VDSL Internet access to meet the worldwide market requirements for triple-play services. While the built-in 4x4 802.11ac WLAN function eliminates troublesome wirings, the VMG8825-T50K offers extreme coverage ...
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Zyxel VMG8825-T50K Dual Band Wireless AC/N VDSL2 Combo WAN Gigabit Gateway (VMG8825-T50K-EU02V1F)
VMG8825-T50K Dual Band Wireless AC/N VDSL2 Combo WAN Gigabit Gateway The Zyxel VMG8825-T50K Dual-Band Wireless AC/N VDSL2 Combo WAN Gigabit IAD provides high-speed VDSL Internet access to meet the worldwide market requirements for triple-play services. While the built-in 4x4 802.11ac WLAN function eliminates troublesome wirings, the VMG8825-T50K offers extreme coverage ...
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Standards for the Control of Algorithmic Bias
Governments around the world use machine learning in automated decision-making systems for a broad range of functions. This book seeks to answer the q
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Software-Defined Radio for Engineers
This book provides a practical approach to quickly learning the software-defined radio (SDR) concepts needed, and explains how to create wireless desi
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AI for Finance Taylor & Francis Ltd
How could Finance benefit from AI? How can AI techniques provide an edge? Moving well beyond simply speeding up computation, this book tackles AI for Finance from a range of perspectives including business, technology, research, and students. Covering aspects like algorithms, big data, and machine learning, this book answers these and many other questions....
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AI for Finance Taylor & Francis Ltd
How could Finance benefit from AI? How can AI techniques provide an edge? Moving well beyond simply speeding up computation, this book tackles AI for Finance from a range of perspectives including business, technology, research, and students. Covering aspects like algorithms, big data, and machine learning, this book answers these and many other questions....
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Artificial Intelligence, Blockchain and IoT for Smart Healthcare
This book presents a cross-disciplinary perspective on the concept of machine learning, blockchain and IoT by congregating cutting-edge research and i
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Learn to Sew for Your Doll: A Beginner's Guide to Sewing for an 18" Doll
If you would like to teach a special child how to sew, this book presents a series of skills in a learning sequence that takes the new seamstress from the first use of a sewing machine through making an attractive wardrobe for a doll. The book gives the
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Computational Intelligence for Cybersecurity Management and Applications Taylor & Francis Ltd
As cyberattacks continue to grow in complexity and number, computational intelligence is helping under-resourced security analysts stay one step ahead of threats. The book offers comprehensive coverage of the essential topics, including machine Learning and Deep Learning for cybersecurity, blockchain for cybersecurity and privacy, security engineering for Cyber-physical s...
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Hands-On Data Science for Librarians Taylor & Francis Ltd
This book focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports and machine learning. By walking through each skill and its application to library work before walking the reader through each line of c...
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Hands-On Data Science for Librarians Taylor & Francis Ltd
This book focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports and machine learning. By walking through each skill and its application to library work before walking the reader through each line of c...
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