Download or read book Machine Learning in Biotechnology and Life Sciences written by Saleh Alkhalifa and published by Packt Publishing Ltd. This book was released on 2022-01-28 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore all the tools and templates needed for data scientists to drive success in their biotechnology careers with this comprehensive guide Key FeaturesLearn the applications of machine learning in biotechnology and life science sectorsDiscover exciting real-world applications of deep learning and natural language processingUnderstand the general process of deploying models to cloud platforms such as AWS and GCPBook Description The booming fields of biotechnology and life sciences have seen drastic changes over the last few years. With competition growing in every corner, companies around the globe are looking to data-driven methods such as machine learning to optimize processes and reduce costs. This book helps lab scientists, engineers, and managers to develop a data scientist's mindset by taking a hands-on approach to learning about the applications of machine learning to increase productivity and efficiency in no time. You'll start with a crash course in Python, SQL, and data science to develop and tune sophisticated models from scratch to automate processes and make predictions in the biotechnology and life sciences domain. As you advance, the book covers a number of advanced techniques in machine learning, deep learning, and natural language processing using real-world data. By the end of this machine learning book, you'll be able to build and deploy your own machine learning models to automate processes and make predictions using AWS and GCP. What you will learnGet started with Python programming and Structured Query Language (SQL)Develop a machine learning predictive model from scratch using PythonFine-tune deep learning models to optimize their performance for various tasksFind out how to deploy, evaluate, and monitor a model in the cloudUnderstand how to apply advanced techniques to real-world dataDiscover how to use key deep learning methods such as LSTMs and transformersWho this book is for This book is for data scientists and scientific professionals looking to transcend to the biotechnology domain. Scientific professionals who are already established within the pharmaceutical and biotechnology sectors will find this book useful. A basic understanding of Python programming and beginner-level background in data science conjunction is needed to get the most out of this book.
Download or read book Business Modeling for Life Science and Biotech Companies written by Alberto Onetti and published by Routledge. This book was released on 2014-03-21 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most books on the biotechnology industry focus on scientific and technological challenges, ignoring the entrepreneurial and managerial complexities faced bio-entrepreneurs. The Business Models for Life Science Firms aims to fill this gap by offering managers in this rapid growth industry the tools needed to design and implement an effective business model customized for the unique needs of research intensive organizations. Onetti and Zucchella begin by unpacking the often-used ‘business model’ term, examining key elements of business model conceptualization and offering a three tier approach with a clear separation between the business model and strategy: focus, exploring the different activities carried out by the organization; locus, evaluating where organizational activities are centered; and modus, testing the execution of the organization’s activities. The business model thus defines the unique way in which a company delivers on its promise to its customers. The theory and applications adopt a global approach, offering business cases from a variety of biotech companies around the world.
Download or read book Fluorescence Applications in Biotechnology and Life Sciences written by Ewa M. Goldys and published by John Wiley & Sons. This book was released on 2009-08-24 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained treatment of the latest fluorescence applications in biotechnology and the life sciences This book focuses specifically on the present applications of fluorescence in molecular and cellular dynamics, biological/medical imaging, proteomics, genomics, and flow cytometry. It raises awareness of the latest scientific approaches and technologies that may help resolve problems relevant for the industry and the community in areas such as public health, food safety, and environmental monitoring. Following an introductory chapter on the basics of fluorescence, the book covers: labeling of cells with fluorescent dyes; genetically encoded fluorescent proteins; nanoparticle fluorescence probes; quantitative analysis of fluorescent images; spectral imaging and unmixing; correlation of light with electron microscopy; fluorescence resonance energy transfer and applications; monitoring molecular dynamics in live cells using fluorescence photo-bleaching; time-resolved fluorescence in microscopy; fluorescence correlation spectroscopy; flow cytometry; fluorescence in diagnostic imaging; fluorescence in clinical diagnoses; immunochemical detection of analytes by using fluorescence; membrane organization; and probing the kinetics of ion pumps via voltage-sensitive fluorescent dyes. With its multidisciplinary approach and excellent balance of research and diagnostic topics, this book is an essential resource for postgraduate students and a broad range of scientists and researchers in biology, physics, chemistry, biotechnology, bioengineering, and medicine.
Download or read book Science and Security in a Post 9 11 World written by National Research Council and published by National Academies Press. This book was released on 2007-11-10 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on a series of regional meetings on university campuses with officials from the national security community and academic research institutions, this report identifies specific actions that should be taken to maintain a thriving scientific research environment in an era of heightened security concerns. Actions include maintaining the open exchange of scientific information, fostering a productive environment for international scholars in the U.S., reexamining federal definitions of sensitive but unclassified research, and reviewing policies on deemed export controls. The federal government should establish a standing entity, preferably a Science and Security Commission, that would review policies regarding the exchange of information and the participation of foreign-born scientists and students in research.
Download or read book From Breakthrough to Blockbuster written by Donald L. Drakeman and published by Oxford University Press. This book was released on 2022 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Beginning in the 1970s, several scientific breakthroughs promised to transform the creation of new medicines. As investors sought to capitalize on these Nobel Prize-winning discoveries, the biotech industry grew to thousands of small companies around the world. Each sought to emulate what the major pharmaceutical companies had been doing for a century or more, but without the advantages of scale, scope, experience, and massive resources. How could a large collection of small companies, most with fewer than 50 employees, compete in one of the world's most breathtakingly expensive and highly regulated industries? This book shows how biotech companies have met the challenge by creating nearly 40% more of the most important treatments for unmet medical needs. Moreover, they have done so with much lower overall costs. The book focuses on both the companies themselves and the broader biotech ecosystem that supports them. Its portrait of the crucial roles played by academic research, venture capital, contract research organizations, the capital markets, and pharmaceutical companies shows how a supportive environment enabled the entrepreneurial biotech industry to create novel medicines with unprecedented efficiency. In doing so, it also offers insights for any industry seeking to innovate in uncertain and ambiguous conditions. Looking to the future, it concludes that biomedical research will continue to be most effective in the hands of a large group of small companies as long as national healthcare policies allow the rest of the ecosystem to continue to thrive"--
Download or read book Introduction to Instrumentation in Life Sciences written by Prakash Singh Bisen and published by CRC Press. This book was released on 2012-09-26 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Instrumentation is central to the study of physiology and genetics in living organisms, especially at the molecular level. Numerous techniques have been developed to address this in various biological disciplines, creating a need to understand the physical principles involved in the operation of research instruments and the parameters required in using them. Introduction to Instrumentation in Life Sciences fills this need by addressing different aspects of tools that hold the keys to cutting-edge research and innovative applications, from basic techniques to advanced instrumentation. The text describes all topics so even beginners can easily understand the theoretical and practical aspects. Comprehensive chapters encompass well-defined methodology that describes the instruments and their corresponding applications in different scientific fields. The book covers optical and electron microscopy; micrometry, especially in microbial taxonomy; pH meters and oxygen electrodes; chromatography for separation and purification of products from complex mixtures; spectroscopic and spectrophotometric techniques to determine structure and function of biomolecules; preparative and analytical centrifugation; electrophoretic techniques; x-ray microanalysis including crystallography; applications of radioactivity, including autoradiography and radioimmunoassays; and fermentation technology and subsequent separation of products of interest. The book is designed to serve a wide range of students and researchers in diversified fields of life sciences: pharmacy, biotechnology, microbiology, biochemistry, and environmental sciences. It introduces different aspects of basic experimental methods and instrumentation. The book is unique in its broad subject coverage, incorporating fundamental techniques as well as applications of modern molecular and proteomic tools that are the basis for state-of-the-art research. The text emphasizes techniques encountered both in practical classes and in high-throughput environments used in modern industry. As a further aid to students, the authors provide well-illustrated diagrams to explain the principles and theories behind the instruments described.
Download or read book Biotechnology Entrepreneurship written by Craig Shimasaki and published by Academic Press. This book was released on 2014-04-08 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an authoritative guide to biotechnology enterprise and entrepreneurship, Biotechnology Entrepreneurship and Management supports the international community in training the biotechnology leaders of tomorrow. Outlining fundamental concepts vital to graduate students and practitioners entering the biotech industry in management or in any entrepreneurial capacity, Biotechnology Entrepreneurship and Management provides tested strategies and hard-won lessons from a leading board of educators and practitioners. It provides a ‘how-to’ for individuals training at any level for the biotech industry, from macro to micro. Coverage ranges from the initial challenge of translating a technology idea into a working business case, through securing angel investment, and in managing all aspects of the result: business valuation, business development, partnering, biological manufacturing, FDA approvals and regulatory requirements. An engaging and user-friendly style is complemented by diverse diagrams, graphics and business flow charts with decision trees to support effective management and decision making. Provides tested strategies and lessons in an engaging and user-friendly style supplemented by tailored pedagogy, training tips and overview sidebars Case studies are interspersed throughout each chapter to support key concepts and best practices. Enhanced by use of numerous detailed graphics, tables and flow charts
Download or read book Laboratory Protocols in Applied Life Sciences written by Prakash Singh Bisen and published by CRC Press. This book was released on 2014-02-26 with total page 1812 pages. Available in PDF, EPUB and Kindle. Book excerpt: As applied life science progresses, becoming fully integrated into the biological, chemical, and engineering sciences, there is a growing need for expanding life sciences research techniques. Anticipating the demands of various life science disciplines, Laboratory Protocols in Applied Life Sciences explores this development. This book covers a wide spectrum of areas in the interdisciplinary fields of life sciences, pharmacy, medical and paramedical sciences, and biotechnology. It examines the principles, concepts, and every aspect of applicable techniques in these areas. Covering elementary concepts to advanced research techniques, the text analyzes data through experimentation and explains the theory behind each exercise. It presents each experiment with an introduction to the topic, concise objectives, and a list of necessary materials and reagents, and introduces step-by-step, readily feasible laboratory protocols. Focusing on the chemical characteristics of enzymes, metabolic processes, product and raw materials, and on the basic mechanisms and analytical techniques involved in life science technological transformations, this text provides information on the biological characteristics of living cells of different origin and the development of new life forms by genetic engineering techniques. It also examines product development using biological systems, including pharmaceutical, food, and beverage industries. Laboratory Protocols in Applied Life Sciences presents a nonmathematical account of the underlying principles of a variety of experimental techniques in disciplines, including: Biotechnology Analytical biochemistry Clinical biochemistry Biophysics Molecular biology Genetic engineering Bioprocess technology Industrial processes Animal Plant Microbial biology Computational biology Biosensors Each chapter is self-contained and written in a style that helps students progress from basic to advanced techniques, and eventually design and execute their own experiments in a given field of biology.
Download or read book Career Opportunities in Biotechnology and Drug Development written by Toby Freedman and published by CSHL Press. This book was released on 2008 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide for students in the life sciences, established researchers, and career counselors, this resource features discussions of job security, future trends, and potential career paths. Even those already working in the industry will find helpful information on how to take advantage of opportunities within their own companies and elsewhere.
Download or read book Creating Life from Life written by Rosalyn W. Berne and published by CRC Press. This book was released on 2014-12-19 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of essays by scientists, historians, philosophers of science, and students. The essays meld biotechnology into science fiction stories and thereby open a conversation about the morality of what we may be one day, and what it may mean to be human as our biotechnological endeavors continue to evolve. The biotechnology "revol
Download or read book Preparing for Future Products of Biotechnology written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-07-28 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Between 1973 and 2016, the ways to manipulate DNA to endow new characteristics in an organism (that is, biotechnology) have advanced, enabling the development of products that were not previously possible. What will the likely future products of biotechnology be over the next 5â€"10 years? What scientific capabilities, tools, and/or expertise may be needed by the regulatory agencies to ensure they make efficient and sound evaluations of the likely future products of biotechnology? Preparing for Future Products of Biotechnology analyzes the future landscape of biotechnology products and seeks to inform forthcoming policy making. This report identifies potential new risks and frameworks for risk assessment and areas in which the risks or lack of risks relating to the products of biotechnology are well understood.
Download or read book Life Sciences Foundation written by Life Sciences Foundation and published by . This book was released on 20?? with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Website includes timelines placing important events in the life sciences and biotechnology in historical context, as well as oral histories, information about the Life Sciences Foundation, and the LSF magazine.
Download or read book Life as Surplus written by Melinda E. Cooper and published by University of Washington Press. This book was released on 2011-02-01 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on the period between the 1970s and the present, Life as Surplus is a pointed and important study of the relationship between politics, economics, science, and cultural values in the United States today. Melinda Cooper demonstrates that the history of biotechnology cannot be understood without taking into account the simultaneous rise of neoliberalism as a political force and an economic policy. From the development of recombinant DNA technology in the 1970s to the second Bush administration's policies on stem cell research, Cooper connects the utopian polemic of free-market capitalism with growing internal contradictions of the commercialized life sciences. The biotech revolution relocated economic production at the genetic, microbial, and cellular level. Taking as her point of departure the assumption that life has been drawn into the circuits of value creation, Cooper underscores the relations between scientific, economic, political, and social practices. In penetrating analyses of Reagan-era science policy, the militarization of the life sciences, HIV politics, pharmaceutical imperialism, tissue engineering, stem cell science, and the pro-life movement, the author examines the speculative impulses that have animated the growth of the bioeconomy. At the very core of the new post-industrial economy is the transformation of biological life into surplus value. Life as Surplus offers a clear assessment of both the transformative, therapeutic dimensions of the contemporary life sciences and the violence, obligation, and debt servitude crystallizing around the emerging bioeconomy.
Download or read book Innovation Commercialization and Start Ups in Life Sciences written by James F. Jordan and published by CRC Press. This book was released on 2014-11-05 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation is the translation of a new method, idea, or product into reality and profit. It is a process of connected steps that accumulates into your brand or reputation. However, there can be many pitfalls and wrong turns on the road to realizing this goal. Innovation, Commercialization, and Start-Ups in Life Sciences details the methodologies ne
Download or read book Biodefense in the Age of Synthetic Biology written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-01-05 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific advances over the past several decades have accelerated the ability to engineer existing organisms and to potentially create novel ones not found in nature. Synthetic biology, which collectively refers to concepts, approaches, and tools that enable the modification or creation of biological organisms, is being pursued overwhelmingly for beneficial purposes ranging from reducing the burden of disease to improving agricultural yields to remediating pollution. Although the contributions synthetic biology can make in these and other areas hold great promise, it is also possible to imagine malicious uses that could threaten U.S. citizens and military personnel. Making informed decisions about how to address such concerns requires a realistic assessment of the capabilities that could be misused. Biodefense in the Age of Synthetic Biology explores and envisions potential misuses of synthetic biology. This report develops a framework to guide an assessment of the security concerns related to advances in synthetic biology, assesses the levels of concern warranted for such advances, and identifies options that could help mitigate those concerns.
Download or read book Valuation in Life Sciences written by Boris Bogdan and published by Springer Science & Business Media. This book was released on 2007-03-23 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first complete guide to valuation in life sciences for industry professionals, investors, and academics. It introduces the characteristics of drug and medical device development, explains how to translate these into the valuation, and provides valuable industry data. Special emphasis is put on the practicability of the proposed methods by including many hands-on examples, without compromising on realistic results.
Download or read book Globalization Biosecurity and the Future of the Life Sciences written by National Research Council and published by National Academies Press. This book was released on 2006-06-07 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical advances have made it possible to identify and manipulate features of living organisms in useful ways-leading to improvements in public health, agriculture, and other areas. The globalization of scientific and technical expertise also means that many scientists and other individuals around the world are generating breakthroughs in the life sciences and related technologies. The risks posed by bioterrorism and the proliferation of biological weapons capabilities have increased concern about how the rapid advances in genetic engineering and biotechnology could enable the production of biological weapons with unique and unpredictable characteristics. Globalization, Biosecurity, and the Future of Life Sciences examines current trends and future objectives of research in public health, life sciences, and biomedical science that contain applications relevant to developments in biological weapons 5 to 10 years into the future and ways to anticipate, identify, and mitigate these dangers.
