“…It serves as a comprehensive toolkit to enhance machine learning skills, catering to professionals from data scientists to ML engineers. What you will learn The fundamental concepts and principles of conformal prediction Learn how conformal prediction differs from traditional ML methods Apply real-world examples to your own industry applications Explore advanced topics - imbalanced data and multi-class CP Dive into the details of the conformal prediction framework Boost your career as a data scientist, ML engineer, or researcher Learn to apply conformal prediction to forecasting and NLP Who this book is for Ideal for readers with a basic understanding of machine learning concepts and Python programming, this book caters to data scientists, ML engineers, academics, and anyone keen on advancing their skills in uncertainty quantification in ML."…”

“…Key Features Manipulate and analyze your data expertly using the power of pandas Work with missing data and time series data and become a true pandas expert Includes expert tips and techniques on making your data analysis tasks easier Book Description pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. …”

“…This accessible, quick-reference guide features: A comprehensive and up-to-date survey of the most significant research currently available on natural hydrocolloids Examinations of the major functions and rheological aspects of novel hydrocolloids Information on the potential applications of biopolymers within both foods and pharmaceutical systems Collaborations from an international team of food scientists Emerging Natural Hydrocolloids: Rheology and Functions offers scientists, engineers, technologists, and researchers alike a unique and in-depth account of the uncharted world of novel hydrocolloids, their uses, properties, and potential benefits…”

“…It highlights the important role of Australian and New Zealand scientists in the program, and the great scientific benefits we have derived from our partnership since joining IODP in 2008. …”

“…At present, the study of solutions of the Yang-Baxter equation attracts the attention of a broad circle of scientists. The current volume highlights various aspects of the Yang-Baxter equation, related algebraic structures, and applications…”

“…How, then, do social scientists compare? What role do funders, their tools, and databases play in social scientific comparisons? …”

“…Then the emerging topics and critical issues are identified and discussed, drawing upon exchanges of experiences, viewpoints, and reflections between actors involved in patients' and users' movements and social scientists. The dynamics of patient organizations in Europe raises a number of questions of interest for all actors from the health system, as well as for social scientists. …”

“…However, it is still largely new to the educated public and even scientists and engineers in water fields. Therefore, it is the purpose of this book to promote the concept of rational nano-design and to demonstrate its creativity, innovation, and excitement. …”

“…For what purposes have scientists, engineers and physicians listened to the objects of their interest? …”

“…You'll learn how to merge these separate technology stacks into a unified architecture that will streamline the daily workflows of data scientists and data engineers, and facilitate the seamless transition of models from development into production. …”

“…The meeting attracts not only scientists but also industry representatives, as well as local and federal government personnel. …”

“…The following articles illustrate the work of the scientists presented and discussed during this 2nd Nitrate-Water Workshop…”

“…This book will be of great use to the students, scientists, ecologists, population and conservation biologists, and forest managers across the globe. …”

“…This book, which draws on the expertise of 21 leading international coastal scientists, represents an up-to-date account of coastal environments and past, present and future impacts of global change. …”

“…Covering a broad range of topics in wireless communication security and its solutions, this outstanding new volume is of great interest to engineers, scientists, and students from a variety of backgrounds and interests. …”

“…Jews have been not only the agents for study of things Jewish, but also the subject of examination by “scientists” across a range of disciplines, from biology and bioethics to anthropology and genetics. …”

“…The last decade has thus seen substantial activity in the research fields of high-strength aluminum alloys and aluminum-based composite materials.For twelve years, backed by solid funding from the German Research Foundation (Deutsche Forschungsgemeinschaft, DFG), scientists of the Collaborative Research Center, "High-strength aluminum-based light-weight materials for safety components" (SFB 692) at TU Chemnitz, Germany, have contributed to this research area. …”

“…This book bridges the gap between data scientists bottlenecked by engineering realities and data engineers unclear about ways to make self-service work. …”

“…During the last 10-20 years, behavioral scientists have made significant progress toward building an evidence base for understanding what drives energy imbalance in overweight and obese individuals. …”

“…With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. …”