Data Analytics In Spectroscopy
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Data Analytics In Spectroscopy
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Author : Joseph Dubrovkin
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2024-02-06
Data Analytics In Spectroscopy written by Joseph Dubrovkin and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-06 with Science categories.
This textbook summarizes various studies and significant materials on data analytics in spectroscopy. Its rigorous mathematical basis, in-depth description, and numerous examples of applications in chemistry and physics make this book valuable for theorists, practitioners, and students specializing in data processing in spectroscopy, chemometrics, and analytical chemistry. The bibliography briefly describes hundreds of data analytics applications for solving spectroscopic tasks in industrial and research laboratories. This book differs from existing brief reviews and articles on this topic in that it forms, for the first time, the big picture of all kinds of data analytics methods in spectroscopy. The book also provides quickly reproducible computer calculations to illustrate its significant theoretical statements. As such, it can also serve as a practical guide to lecturers in data analytics in the broad field of spectroscopy, including chemometrics and analytical chemistry.
Chemometrics In Spectroscopy
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Author : Howard Mark
language : en
Publisher: Academic Press
Release Date : 2021-09-30
Chemometrics In Spectroscopy written by Howard Mark and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-30 with Science categories.
Chemometrics in Spectroscopy, Revised Second Edition provides the reader with the methodology crucial to apply chemometrics to real world data. The book allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses. This revised second edition has been expanded with 50% more content on advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more. - Written in the column format of the authors' online magazine - Presents topical and important chapters for those involved in analysis work, both research and routine - Focuses on practical issues in the implementation of chemometrics for NIR Spectroscopy - Includes a companion website with 350 additional color figures that illustrate CLS concepts
Business Data Analytics
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Author : Rajesh Singh
language : en
Publisher: Springer Nature
Release Date : 2024-12-23
Business Data Analytics written by Rajesh Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-23 with Computers categories.
This book constitutes the proceedings of the Second International Conference on Business Data Analytics , ICBDA 2023 held in Dehradun, India, in December 7–8, 2023. The 28 full papers presented together were carefully reviewed and selected from 130 submissions. They focus on all aspects of businesses to familiarize and operate strategic firms and talent supervision skills, diabetes data analysis, predictive analysis with a focus on future trend forecasting, approximation theory, control theory, and signal processing, AI-powered drones use computer vision to recognize, classify, and track objects, etc.
Concise Handbook Of Analytical Spectroscopy The Theory Applications And Reference Materials In 5 Volumes
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Author : Jerome (Jerry) James Workman, Jr
language : en
Publisher: World Scientific
Release Date : 2016-06-17
Concise Handbook Of Analytical Spectroscopy The Theory Applications And Reference Materials In 5 Volumes written by Jerome (Jerry) James Workman, Jr and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-17 with Science categories.
The concept of improving the use of electromagnetic energy to achieve a variety of qualitative and quantitative spectroscopic measurements on solid and liquid materials has been proliferating at a rapid rate. The use of such technologies to measure chemical composition, appearance, for classification, and to achieve detailed understanding of material interactions has prompted a dramatic expansion in the use and development of spectroscopic techniques over a variety of academic and commercial fields.The Concise Handbook of Analytical Spectroscopy is integrated into 5 volumes, each covering the theory, instrumentation, sampling methods, experimental design, and data analysis techniques, as well as essential reference tables, figures, and spectra for each spectroscopic region. The detailed practical aspects of applying spectroscopic tools for many of the most exciting and current applications are covered. Featured applications include: medical, biomedical, optical, physics, common commercial analysis methods, spectroscopic quantitative and qualitative techniques, and advanced methods.This multi-volume handbook is designed specifically as a reference tool for students, commercial development and quality scientists, and researchers or technologists in a variety of measurement endeavours.Number of Illustrations and Tables: 393 b/w illus., 304 colour illus, 413 tables.Related Link(s)
Spectroscopic Methods In Food Analysis
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Author : Adriana S. Franca
language : en
Publisher: CRC Press
Release Date : 2017-12-14
Spectroscopic Methods In Food Analysis written by Adriana S. Franca and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-14 with Science categories.
Given the inherent complexity of food products, most instrumental techniques employed for quality and authenticity evaluation (e.g., chromatographic methods) are time demanding, expensive, and involve a considerable amount of manual labor. Therefore, there has been an increasing interest in simpler, faster, and reliable analytical methods for assessing food quality attributes. Spectroscopic Methods in Food Analysis presents the basic concepts of spectroscopic methods, together with a discussion on the most important applications in food analysis. The determination of product quality and authenticity and the detection of adulteration are major issues in the food industry, causing concern among consumers and special attention among food manufacturers. As such, this book explains why spectroscopic methods have been extensively employed to the analysis of food products as they often require minimal or no sample preparation, provide rapid and on-line analysis, and have the potential to run multiple tests on a single sample (i.e., non-destructive). This book consists of concepts related to food quality and authenticity, that are quite broad, given the different demands of the manufacturer, the consumer, the surveillance and the legislative bodies that ultimately provide healthy and safe products.
Handbook Of Spectroscopy
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Author : G¿nter Gauglitz
language : en
Publisher: John Wiley & Sons
Release Date : 2014-05-05
Handbook Of Spectroscopy written by G¿nter Gauglitz and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-05 with Science categories.
This second, thoroughly revised, updated and enlarged edition provides a straightforward introduction to spectroscopy, showing what it can do and how it does it, together with a clear, integrated and objective account of the wealth of information that may be derived from spectra. It also features new chapters on spectroscopy in nano-dimensions, nano-optics, and polymer analysis. Clearly structured into sixteen sections, it covers everything from spectroscopy in nanodimensions to medicinal applications, spanning a wide range of the electromagnetic spectrum and the physical processes involved, from nuclear phenomena to molecular rotation processes. In addition, data tables provide a comparison of different methods in a standardized form, allowing readers to save valuable time in the decision process by avoiding wrong turns, and also help in selecting the instrumentation and performing the experiments. These four volumes are a must-have companion for daily use in every lab.
Spss Statistics For Data Analysis And Visualization
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Author : Keith McCormick
language : en
Publisher: John Wiley & Sons
Release Date : 2017-05-01
Spss Statistics For Data Analysis And Visualization written by Keith McCormick and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-01 with Computers categories.
Dive deeper into SPSS Statistics for more efficient, accurate, and sophisticated data analysis and visualization SPSS Statistics for Data Analysis and Visualization goes beyond the basics of SPSS Statistics to show you advanced techniques that exploit the full capabilities of SPSS. The authors explain when and why to use each technique, and then walk you through the execution with a pragmatic, nuts and bolts example. Coverage includes extensive, in-depth discussion of advanced statistical techniques, data visualization, predictive analytics, and SPSS programming, including automation and integration with other languages like R and Python. You'll learn the best methods to power through an analysis, with more efficient, elegant, and accurate code. IBM SPSS Statistics is complex: true mastery requires a deep understanding of statistical theory, the user interface, and programming. Most users don't encounter all of the methods SPSS offers, leaving many little-known modules undiscovered. This book walks you through tools you may have never noticed, and shows you how they can be used to streamline your workflow and enable you to produce more accurate results. Conduct a more efficient and accurate analysis Display complex relationships and create better visualizations Model complex interactions and master predictive analytics Integrate R and Python with SPSS Statistics for more efficient, more powerful code These "hidden tools" can help you produce charts that simply wouldn't be possible any other way, and the support for other programming languages gives you better options for solving complex problems. If you're ready to take advantage of everything this powerful software package has to offer, SPSS Statistics for Data Analysis and Visualization is the expert-led training you need.
X Ray Absorption Spectroscopy
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Author : Graham N. George
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-12-02
X Ray Absorption Spectroscopy written by Graham N. George and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Science categories.
Targeted for chemists, the current textbook outlines the principles, experimental methods and data analysis in X-Ray Absorption Spectroscopy (XAS). The authors introduce EXAFS, Near-Edge XAS, X-Ray Imaging and many other advanced experimental techniques. A special section of the book is devoted to applications of XAS in chemistry, materials and environmental sciences.
Advanced Spectroscopic Techniques For Food Quality
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Author : Ashutosh Kumar Shukla
language : en
Publisher: Royal Society of Chemistry
Release Date : 2022-05-20
Advanced Spectroscopic Techniques For Food Quality written by Ashutosh Kumar Shukla and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-20 with Science categories.
The use of spectroscopy in food analysis is growing and this informative volume presents the application of advanced spectroscopic techniques in the analysis of food quality. The spectroscopic techniques include visible and NIR spectroscopy, FTIR spectroscopy and Laser-induced Breakdown Spectroscopy (LIBS). A wide range of food and beverage items are covered including tea, coffee and wine. The chapters will highlight the potential of spectroscopic techniques to enrich the food quality analysis experience when coupled with artificial intelligence and machine learning and provide a good opportunity to assess and critically lay out any future prospects. Different chapters have been written using a bottom-up approach that suits the needs of novice researchers and at the same time offers a smooth read for professionals. The book will also be of use to those developing spectroscopic facilities providing a useful cross comparison of the various techniques.
Modern Spectroscopic Techniques For Drug Discovery And Environmental Sustainability
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Author : Prakash, Om
language : en
Publisher: IGI Global
Release Date : 2025-04-10
Modern Spectroscopic Techniques For Drug Discovery And Environmental Sustainability written by Prakash, Om and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-10 with Science categories.
Modern spectroscopic techniques play a pivotal role in advancing both drug discovery and environmental sustainability, offering precise and efficient methods for analyzing complex molecular structures and interactions. In the field of drug discovery, techniques like nuclear magnetic resonance, mass spectrometry, and infrared spectroscopy enable researchers to identify potential drug candidates, monitor their behavior in biological systems, and optimize their safety profiles. Spectroscopic methods in environmental science are used to detect pollutants, monitor ecosystem health, and evaluate the impact of human activity on the environment. Further research into modern spectroscopic techniques may accelerate scientific discovery while supporting sustainable practices aimed at preserving human health and environmental well-being. Modern Spectroscopic Techniques for Drug Discovery and Environmental Sustainability explores the various aspects of spectroscopy in drug discovery and environmental sustainability. It examines techniques in spectroscopic technology for improving the organized efforts in dealing with drug development and sustainable practices. This book covers topics such as nutrient analysis, infrared technology, and biomarkers, and is a useful resource for environmental scientists, drug developers, biologists, academicians, and researchers.