359,866 results for machine learning
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Book Full text
Informed Machine Learning
This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced…
Also available at: DOAB
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Book Full text
Practical Machine Learning
The book provides an accessible, comprehensive introduction for beginners to machine learning, equipping them with the fundamental skills and techniques essential for this field. It enables beginners to construct practical, real-world solutions powered by machine learning across diverse application…
Also available at: DOAB
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Book Full text
Automated Machine Learning
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial…
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Applied Machine Learning
This reprint focuses on applications of machine learning models in a diverse range of fields and problems. It reports substantive results on a wide range of learning methods; discusses the conceptualization of problems, data representation, feature engineering, machine learning models; undertakes…
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Machine Learning
This course syllabus outlines a comprehensive foundation in Machine Learning, span ning core theoretical concepts, data preprocessing, algorithmic paradigms, and practical applications. Starting with model preparation, data quality remediation, and performance evaluation, it establishes essential…
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Book
Machine Learning
The book "Machine Learning" , authored by Mr. S. Rajarajacholan, Dr. K. Santhosh Kumar, Ms. M. Sarojini Rani, and Mr. P. Ezhumalai, offers a comprehensive and structured introduction to the field of machine learning. Published by Quill Tech Publications, this book is an essential resource for…
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Journal Article Full text
Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study
…sentiment on vaping that may be useful for public health surveillance. Machine learning classifiers that identify vaping-relevant tweets and characterize sentiments in them can underpin a Twitter-based vaping surveillance system. Compared with traditional machine learning classifiers that are…
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Journal Article Full text
Machine Learning-Based Medical Devices: the FDA’s Regulation, Requirements, and Restrictions
The FDA should create functional regulations for the growing number of machine learning medical devices. The healthcare system is increasingly using these devices for diagnosis. Machine learning devices trained on biased data sets are susceptible to furthering certain types of bias and generating…
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Journal Article Full text
ARTIFICIAL INTELLIGENCE/ MACHINE LEARNING-BASED MEDICAL DEVICES: REGULATORY AND PATENTABILITY CHALLENGES
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Artificial Intelligence, Machine Learning, and Bias in Finance: Toward Responsible Innovation
According to some futurists, financial markets’ automation will substitute increasingly sophisticated, objective, analytical, model-based assessments of, for example, a borrower’s creditworthiness for direct human evaluations irrevocably tainted by bias and subject to the cognitive limits of the…
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Journal Article Full text
Model-based machine learning
Several decades of research in the field of machine learning have resulted in a multitude of different algorithms for solving a broad range of problems. To tackle a new application, a researcher typically tries to map their problem onto one of these existing methods, often influenced by their…
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