INTRODUCTION TO DATA SCIENCE PDF

Food Analysis Laboratory Manual

by S. Suzanne Nielsen

This third edition laboratory manual was written to accompany Food Analysis, Fifth Edition, by the same author. New to this third edition of the laboratory manual are four introductory chapters that complement both the textbook chapters and the laboratory exercises. The 24 laboratory exercises in the manual cover 21 of the 35 chapters in the textbo...

Foundations of Analytical Chemistry

by Miguel Valcárcel Cases, Ángela I. López-Lorente, Ma Ángeles López-Jiménez

This book offers a completely new approach to learning and teaching the fundamentals of analytical chemistry. It summarizes 250 basic concepts of the field on the basis of slides. Each of the nine chapters offers the following features: - Introduction: Summary. General scheme. Teaching objectives. - Text containing the explanation of each slide. - ...

Kubernetes Patterns

by Bilgin Ibryam, Roland Huß

The way developers design, build, and run software has changed significantly with the evolution of microservices and containers. These modern architectures use new primitives that require a different set of practices than most developers, tech leads, and architects are accustomed to. With this focused guide, Bilgin Ibryam and Roland Huß from Red H...

Preclinical MRI of the Kidney

by Andreas Pohlmann, Thoralf Niendorf

This open volume provides readers with an open access protocol collection and wide-ranging recommendations for preclinical renal MRI used in translational research. The chapters in this book are interdisciplinary in nature and bridge the gaps between physics, physiology, and medicine. They are designed to enhance training in renal MRI sciences and ...

Anti-Microbial Resistance in Global Perspective

by Louise Ackers, Gavin Ackers-Johnson, Joanne Welsh, Daniel Kibombo, Samuel Opio

This open book provides an accessible introduction to the mechanics of international development and global health text for policy-makers and students across a wide range of disciplines. Antimicrobial resistance is a major threat to the well-being of patients and health systems the world over. In fragile health systems so challenged, on a day-today...

The Crisis for Young People

by Andy Green

This book provides an original and challenging analysis of one of the most pressing social issues of our times: intergenerational inequality. Based on recent mixed-method research, it explores the extent and scope of generational divides through an up-to-date analysis of the changing opportunities for young people in Britain across different life d...

Compendium for Early Career Researchers in Mathematics Education

by Gabriele Kaiser, Norma Presmeg

The purpose of this Open Access compendium, written by experienced researchers in mathematics education, is to serve as a resource for early career researchers in furthering their knowledge of the state of the field and disseminating their research through publishing. To accomplish this, the book is split into four sections: Empirical Methods, Impo...

Promoting Social Dialogue in European Organizations

by Martin Euwema, Lourdes Munduate, Patricia Elgoibar, Erica Pender, Ana Belén García

This volume focuses on describing the social dialogue system in organizations from an Human Resources Management perspective. Based on the NEIRE model for industrial relations, key factors are determined contributing to creative social dialogue in European organizations. Actual data from surveys and interviews from more than 700 CEO and HR managers...

Bioimage Data Analysis Workflows

by Kota Miura, Nataša Sladoje

This Open Access textbook provides students and researchers in the life sciences with essential practical information on how to quantitatively analyze data images. It refrains from focusing on theory, and instead uses practical examples and step-by step protocols to familiarize readers with the most commonly used image processing and analysis platf...

Artificial Intelligence in Medical Imaging

by Erik R. Ranschaert, Sergey Morozov, Paul R. Algra

This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology...