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, techniques to remove discrimination against sensitive groups, and various explainable AI techniques. Real-life cautionary tales further;
Vergelijkbare producten zoals Data Science Ethics: Concepts, Techniques, and Cautionary Tales
, techniques to remove discrimination against sensitive groups, and various explainable AI techniques. Real-life cautionary tales further;
Vergelijkbare producten zoals Data Science Ethics: Concepts, Techniques, and Cautionary Tales
About AI Bias-Cassie Kozyrkov Cautionary Ethics Tales-Sherrill Hayes Fairness in the Age of Algorithms-Anna Jacobson The Ethical Data;
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Examine the techniques and Java tools supporting the growing field of data science About This Book * Your entry ticket to the world of data;
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"This book provides an overview of the concepts, tools and techniques behind the increasing field of Data Science and Artificial;
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This volume presents techniques and theories drawn from mathematics, statistics, computer science, and information science to analyze;
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optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores;
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detailed descriptions of the concepts and techniques that anyone using GIS software must fully understand to analyse spatial data. Short and;
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detailed descriptions of the concepts and techniques that anyone using GIS software must fully understand to analyse spatial data. Short and;
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overview of basic Python skills and then introduces foundational data science techniques, followed by a thorough explanation of the Python code;
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field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and;
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, techniques and algorithms. * Part II: Data Design and Analysis This part comprises five chapters on data design and analysis. * Part III;
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of applications and widely used techniques in data science. The second part, which has been updated and considerably extended compared to the first;
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Data science is more than just a set of tools and techniques for extracting knowledge from data sets and data streams. Data science is also;
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for the practice of science itself in terms of fraud, plagiarism, and data falsification. In engaging prose and with philosophical;
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* Perform data preprocessing and basic operations on data * Implement visual and non-visual implementation data exploration techniques * Mine;
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reading - How to plan and implement a research project - Data collection, survey research and data management - Practical research techniques;
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Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be;
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This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get;
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amusing cautionary tales that warn of the perils of behaving badly. A cautionary tale for children everywhere to warn of the perils of behaving;
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recognition, and data visualisation, among others. Examples of data science techniques include linear and logistic regressions, decision trees;
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feature extraction techniques, and classifiers those are commonly used data science techniques. These biometrics techniques can be used as tools;
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intrusion detection, malware analysis, and insider threat detection. However, the data science techniques being applied not only for cyber security;
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