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A Guide to Applied Machine Learning for Biologists, Badar


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Цена: 6986.00р.
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Автор: Badar
Название:  A Guide to Applied Machine Learning for Biologists
ISBN: 9783031222054
Издательство: Springer
Классификация:


ISBN-10: 3031222059
Обложка/Формат: Hardback
Страницы: 292
Вес: 0.82 кг.
Дата издания: 17.02.2023
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 25 tables, color; 1 illustrations, black and white; xiv, 262 p. 1 illus.
Размер: 161 x 242 x 25
Читательская аудитория: Professional & vocational
Основная тема: Life Sciences
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment. This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications.
Дополнительное описание: Basics of Modern Computer Systems (Unix/Linux Centric).- The Python Programming Language ( A tool to enter the world of Machine Learning).- Basic Math.- Introduction to the World of Bioinformatics.- Introduction to Artificial Intelligence & ML.- Fundament



Essential computing skills for biologists

Автор: Mao, Fenglou Mao, Xizeng Yin, Yanbin
Название: Essential computing skills for biologists
ISBN: 1848169248 ISBN-13(EAN): 9781848169241
Издательство: World Scientific Publishing
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Цена: 11088.00 р.
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Описание: Presents the important skills for those who want to do quantitative analysis on biological data, especially for high-throughput omics data. This book covers: essential knowledge and skills necessary to use a Linux computer; write programs in Perl, and the use of BioPerl to write bioinformatics Perl programs; and write programs in R.

Experimental Design for Biologists, Second Edition

Автор: Glass David J.
Название: Experimental Design for Biologists, Second Edition
ISBN: 1621820416 ISBN-13(EAN): 9781621820413
Издательство: Неизвестно
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Цена: 10346.00 р.
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Описание: The effective design and analysis of experiments in biology are critical to success, yet graduate students in biological and medical sciences typically receive very little formal training in these steps. With feedback from readers of the first edition, colleagues, and students taking the very
popular experimental design courses taught by the author, this second edition of Experimental Design for Biologists retains the engaging writing style while organizing the book around the four elements of experimental design: the framework, the system, the experiment, and the model. The approach has
been tested in the classroom, where the author has taught numerous graduate students, MD/PhD students, and postdoctoral fellows. The goal of every scientist is to discover something new and with the aid of Experimental Design for Biologists, this task is made a little easier.

This handbook explains how to establish the framework for an experimental project, how to set up all of the components of an experimental system, design experiments within that system, determine and use the correct set of controls, and formulate models to test the veracity and resiliency of the
data. This thoroughly updated edition of Experimental Design for Biologists is an essential source of theory and practical guidance for designing a research plan.

Introduction to MATLAB® for Biologists

Автор: Cerian Ruth Webb; Mirela Domijan
Название: Introduction to MATLAB® for Biologists
ISBN: 3030213366 ISBN-13(EAN): 9783030213367
Издательство: Springer
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Цена: 11179.00 р.
Наличие на складе: Поставка под заказ.

Описание: This textbook takes you from the very first time you open MATLAB® through to a position where you can comfortably integrate this computer language into your research or studies. The book will familiarise you with the MATLAB interface, show you how to use the program?s built-in functions and carefully guide you towards creating your own functions and scripts so that you can use MATLAB as a sophisticated tool to support your own research. A central aim of this book is to provide you with the core knowledge and skills required to become a confident MATLAB user so that you can find and make use of the many specialist functions and toolboxes that have been developed to support a wide range of biological applications. Examples presented within the book are selected to be relevant to biological scientists and they illustrate some of the many ways the program can be incorporated into, and used to enhance, your own research and studies.The textbook is a must-have for students and researchers in the biological sciences. It will also appeal to readers of all backgrounds who are looking for an introduction to MATLAB which is suitable for those with little or no experience of programming.

Computing for Biologists

Автор: Libeskind-Hadas
Название: Computing for Biologists
ISBN: 1107642183 ISBN-13(EAN): 9781107642188
Издательство: Cambridge Academ
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Цена: 7128.00 р.
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Описание: This book teaches life science students how to use Python programming and computational problem-solving in the context of compelling biological applications.

Chemogenomics and Chemical Genetics: A User`s Introduction for Biologists, Chemists and Informaticians

Автор: Marechal Eric, Roy Sylvaine, Lafanechиre Laurence
Название: Chemogenomics and Chemical Genetics: A User`s Introduction for Biologists, Chemists and Informaticians
ISBN: 3662519917 ISBN-13(EAN): 9783662519912
Издательство: Springer
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Цена: 13974.00 р.
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Описание: High-throughput and high-content screening allow the identification of bioactive compounds in collections of molecules (chemical libraries), being effective on biological targets defined at various organisational scales, from proteins to cells to complete organisms.

Bioinformatics for Evolutionary Biologists: A Problems Approach

Автор: Haubold Bernhard, Bцrsch-Haubold Angelika
Название: Bioinformatics for Evolutionary Biologists: A Problems Approach
ISBN: 3319884247 ISBN-13(EAN): 9783319884240
Издательство: Springer
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Цена: 6567.00 р.
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Описание: This self-contained textbook covers fundamental aspects of sequence analysis in evolutionary biology, including sequence alignment, phylogeny reconstruction, and coalescent simulation.

The Biologist`s Imagination: Innovation in the Biosciences

Автор: Hoffman William, Furcht Leo
Название: The Biologist`s Imagination: Innovation in the Biosciences
ISBN: 0199974594 ISBN-13(EAN): 9780199974597
Издательство: Oxford Academ
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Цена: 4909.00 р.
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Описание: An analysis of past models of bioscientific innovation, as well as a forward-looking argument for how the biosciences can continue to grow and develop. Provides a survey of the current state of innovation in the bioscientific community.

Microfluidics for Biologists

Автор: Dixit
Название: Microfluidics for Biologists
ISBN: 3319400355 ISBN-13(EAN): 9783319400358
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book describes novel microtechnologies and integration strategies for developing a new class of assay systems to retrieve desired health information from patients in real-time. The selection and integration of sensor components and operational parameters for developing point-of-care (POC) are also described in detail. The basics that govern the microfluidic regimen and the techniques and methods currently employed for fabricating microfluidic systems and integrating biosensors are thoroughly covered. This book also describes the application of microfluidics in the field of cell and molecular biology, single cell biology, disease diagnostics, as well as the commercially available systems that have been either introduced or have the potential of being used in research and development. This is an ideal book for aiding biologists in understanding the fundamentals and applications of microfluidics. This book also: Describes the preparatory methods for developing 3-dimensional microfluidic structures and their use for Lab-on-a-Chip design

Explains the significance of miniaturization and integration of sensing components to develop wearable sensors for point-of-care (POC)Demonstrates the application of microfluidics to life sciences and analytical chemistry, including disease diagnostics and separations
Motivates new ideas related to novel platforms, valving technology, miniaturized transduction methods, and device integration to develop next generation sequencing Discusses future prospects and challenges of the field of microfluidics in the areas of life sciences in general and diagnostics in particular
Learning about Your Genes: A Primer for Non-Biologists

Автор: Friedberg Errol C.
Название: Learning about Your Genes: A Primer for Non-Biologists
ISBN: 9811208298 ISBN-13(EAN): 9789811208294
Издательство: World Scientific Publishing
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Цена: 3960.00 р.
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Описание: Genes were unknowingly discovered in the 19th century by Gregor Mendel, a Czechoslovakian monk. It was later established that genes are made of DNA, a biological compound found in tiny thread-like structures called chromosomes that are located in the nuclei of all cells in our bodies. DNA consists of chains of entities called bases of which there are four in nature. DNA consists of long chains of bases (sometimes referred to as DNA sequences) that are joined in any order, but the precise order and length of which constitute different genes.Many (but not all) genes carry a code called the genetic code, a code that instructs the synthesis (manufacture) of the many hundreds of proteins that we require to survive and execute the many functions of life. The genetic code was deciphered in relatively recent years and is considered one of the most significant discoveries in the history of biology.Genes that encode instructions for the synthesis of proteins and those that regulate the manufacture of proteins comprise a mere two percent of our DNA. Despite our extensive knowledge of biology and the sub-discipline of molecular biology (the study of biology at the molecular level), the function (if any) of the rest of the DNA in our cells is unknown.Research about genes and DNA has in recent years spawned an endeavor referred to as the Human Genome Project, an international collaboration that has successfully determined, stored, and rendered publicly available the sequences of almost all the genetic content of the chromosomes of the human organism, otherwise known as the human genome.DNA sequences that are unique to every person on earth have been discovered (DNA fingherprints) and are now used for identifying criminals. The book relates a specific example of identifying a criminal who murdered two women.This is the first and only book that we are aware of that educates non-biologists about genes. It is written in a style and uses a vocabulary that can be comprehended by the average reader who knows very little if anything about genes.

Bioinformatics for Evolutionary Biologists

Автор: Haubold
Название: Bioinformatics for Evolutionary Biologists
ISBN: 3031204131 ISBN-13(EAN): 9783031204135
Издательство: Springer
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Цена: 9083.00 р.
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Описание: This self-contained textbook covers fundamental aspects of sequence analysis with special emphasis on evolutionary biology, including sequence alignment, exact matching, phylogeny reconstruction, and coalescent simulation. It addresses these topics through a series of over 800 computer problems, ranging from elementary to research level, to enable learning by doing. Students solve the problems in the same computational environment used for decades in science – the Unix command line. This is available on all four major operating systems for PCs: Windows, macOS, chromeOS, and Linux. To learn using this powerful system, students analyze sample sequence data by applying generic tools, bioinformatics software, and over 50 programs specifically written for this course and available via GitHub. The solutions for all problems are included, making the book ideal for self-study. Problems are grouped into sections headed by an introduction and a list of new terms. By using practical computing to explore sequence data in an evolutionary context, the book enables readers to tackle their own computational problems.

Practical computing for biologists

Автор: Haddock, Steven H. D. (university Of California, Santa Cruz) Dunn, Casey W. (yale University)
Название: Practical computing for biologists
ISBN: 0878933913 ISBN-13(EAN): 9780878933914
Издательство: Oxford Academ
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Цена: 12987.00 р.
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Описание: Published by Sinauer Associates, an imprint of Oxford University Press. Practical Computing for Biologists shows you how to use many freely available computing tools to work more powerfully and effectively. The book was born out of the authors` own experience in developing tools for their research and helping other biologists with their computational problems.


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