Products related to Experimentation:
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Practical Vision Science : Learning Through Experimentation
This workbook provides a collection of experiments and observations that use physical materials (rather than digital displays or resources) to reveal fundamental properties of the human visual system. Practical Vision Science centers discovery, observation, and critical thinking.By observing and manipulating visual phenomena, readers gain insights regarding visual processing from the outside world into high-level areas of the visual cortex.The text covers geometric optics, image formation, early stages of visual processing, and inferences regarding brightness, color, depth, motion, and form.The goal is to highlight the critical role that observation of one’s own sensory experiences plays in vision science, while introducing phenomena that provide clues about the computations and constraints that shape our experience of the visual world.Each exercise can be completed with everyday materials, and the text includes discussion of key phenomena readers should be able to observe and the implications of these effects for underlying mechanisms that support visual experience in each case. Practical Vision Science is an essential text for upper undergraduate and postgraduate students of Sensation and Perception, providing the opportunity to learn by doing things rather than reading facts about the visual system on the page.
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Experimentation for Engineers
Optimise the performance of your systems with practical experiments used by engineers in the world's most competitive industries.Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters.You will start with a deep dive into methods like A/B testing and then graduate to advanced techniques used to measure performance in industries such as finance and social media. You will learn how to: Design, run, and analyse an A/B testBreak the "feedback loops" caused by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple parameters experimentally with Bayesian optimisationClearly define business metrics used for decision-makingIdentify and avoid the common pitfalls of experimentation By the time you're done, you will be able to seamlessly deploy experiments in production, whilst avoiding common pitfalls. About the technology Does my software really work?Did my changes make things better or worse? Should I trade features for performance? Experimentation is the only way to answer questions like these.This unique book reveals sophisticated experimentation practices developed and proven in the world's most competitive industries and will help you enhance machine learning systems, software applications, and quantitative trading solutions.
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Methodologies of Affective Experimentation
We live in an era of experimentation – both if we look at the broader social world of politics, media and art and at the narrower context of academic knowledge production.This collection consists of 14 chapters by leading scholars in affect studies.They explore the affective dimensions of experimental practices related to, for example, activism, the COVID-19 pandemic, populism, sustainability, patient communities, music streaming, Jamaican dancehall, gangs, leadership, tourism and minority youth cultures.Experiments are understood as intentionally crafted milieus aimed at (re)presenting unnoticed aspects of the world, as non-linear processes with unpredictable outcomes, and as ways of giving the future a provisional form.The collection responds to a pressing need to understand the intersection between affect, experimentation and sociocultural change by offering empirical strategies to explore how, and with what consequences, experimentation is affective.
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Learning Chaos Engineering : Discovering and Overcoming System Weaknesses through Experimentation
Most companies work hard to avoid costly failures, but in complex systems a better approach is to embrace and learn from them.Through chaos engineering, you can proactively hunt for evidence of system weaknesses before they trigger a crisis.This practical book shows software developers and system administrators how to plan and run successful chaos engineering experiments.System weaknesses go beyond your infrastructure, platforms, and applications to include policies, practices, playbooks, and people.Author Russ Miles explains why, when, and how to test systems, processes, and team responses using simulated failures on Game Days.You’ll also learn how to work toward continuous chaos through automation with features you can share across your team and organization.Learn to think like a chaos engineer Build a hypothesis backlog to determine what could go wrong in your system Develop your hypotheses into chaos engineering experiment Game Days Write, run, and learn from automated chaos experiments using the open source Chaos Toolkit Turn chaos experiments into tests to confirm that you’ve overcome the weaknesses you discovered Observe and control your automated chaos experiments while they are running
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What is the research question regarding animal experimentation?
The research question regarding animal experimentation is typically focused on understanding the potential benefits and ethical considerations of using animals in scientific research. Researchers may investigate the effectiveness of animal models in studying human diseases, the development of alternative methods to reduce or replace animal use, and the ethical implications of using animals in research. Additionally, the research question may also explore the impact of animal experimentation on animal welfare and the potential for translating findings from animal studies to human health outcomes.
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How can one use experimentation correctly?
One can use experimentation correctly by first clearly defining the research question or hypothesis they want to test. Next, they should design an experiment that allows for the manipulation of variables and control of potential confounding factors. It is important to collect and analyze data accurately, and draw conclusions based on the results obtained. Finally, one should communicate their findings transparently and consider the implications of their research.
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What is a pre-experimentation for a physics experiment?
A pre-experimentation for a physics experiment is a preliminary investigation or trial run conducted before the actual experiment. It helps in identifying potential issues, determining the feasibility of the experiment, and refining the experimental procedure. This stage allows researchers to make necessary adjustments and improvements to ensure the success and accuracy of the main experiment.
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Why are bacteria particularly suitable subjects for experimentation in biotechnology and genetics?
Bacteria are particularly suitable subjects for experimentation in biotechnology and genetics for several reasons. Firstly, they have a rapid growth rate, allowing for quick and efficient experimentation. Additionally, their simple genetic makeup and ease of genetic manipulation make them ideal for studying gene function and regulation. Furthermore, bacteria can be used to produce valuable proteins and other biotechnological products through genetic engineering, making them valuable tools for biotechnological applications. Overall, their simplicity, rapid growth, and genetic manipulability make bacteria ideal subjects for experimentation in biotechnology and genetics.
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Designs for Experimentation and Inquiry : Approaching Learning and Knowing in Digital Transformation
Designs for Experimentation and Inquiry examines how digital media is reconfiguring the established worlds of research, education and professional practice.It reflects on the theoretical, methodological and ethical issues shaping contemporary engagements with digital learning and offers insights for both analysing and intervening in digital learning practices. This insightful volume fills a gap in the current literature by bringing together experiences from Sociocultural Studies of Learning, Science and Technology Studies, and Design Studies.Each chapter is an innovative case study, examining a different aspect of digital media’s role in research, education and professional practice by exploring topics such as:Learning practices and digitalized dialogueDigital design experimentsDigitally mediated collaborationsEthical digital inquiry and designExpertly researched and written, this book is a unique resource for scholars, researchers and professionals working in the fields of digital design, applied technology and the learning sciences. The Preface, and Introduction, as well as Chapters 3 and 5 of this book are freely available as downloadable Open Access PDFs at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
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Designs for Experimentation and Inquiry : Approaching Learning and Knowing in Digital Transformation
Designs for Experimentation and Inquiry examines how digital media is reconfiguring the established worlds of research, education and professional practice.It reflects on the theoretical, methodological and ethical issues shaping contemporary engagements with digital learning and offers insights for both analysing and intervening in digital learning practices. This insightful volume fills a gap in the current literature by bringing together experiences from Sociocultural Studies of Learning, Science and Technology Studies, and Design Studies.Each chapter is an innovative case study, examining a different aspect of digital media’s role in research, education and professional practice by exploring topics such as:Learning practices and digitalized dialogueDigital design experimentsDigitally mediated collaborationsEthical digital inquiry and designExpertly researched and written, this book is a unique resource for scholars, researchers and professionals working in the fields of digital design, applied technology and the learning sciences. The Preface, and Introduction, as well as Chapters 3 and 5 of this book are freely available as downloadable Open Access PDFs at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
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Methods and Applications of Autonomous Experimentation
Autonomous Experimentation is poised to revolutionize scientific experiments at advanced experimental facilities.Whereas previously, human experimenters were burdened with the laborious task of overseeing each measurement, recent advances in mathematics, machine learning and algorithms have alleviated this burden by enabling automated and intelligent decision-making, minimizing the need for human interference.Illustrating theoretical foundations and incorporating practitioners’ first-hand experiences, this book is a practical guide to successful Autonomous Experimentation. Despite the field’s growing potential, there exists numerous myths and misconceptions surrounding Autonomous Experimentation.Combining insights from theorists, machine-learning engineers and applied scientists, this book aims to lay the foundation for future research and widespread adoption within the scientific community.This book is particularly useful for members of the scientific community looking to improve their research methods but also contains additional insights for students and industry professionals interested in the future of the field.
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The Rise and Fall of Animal Experimentation : Empathy, Science, and the Future of Research
Every year, hundreds of millions of animals are used in the service of biomedical research, despite the risk of extreme cruelty to these animal subjects.The expansion of the pharmaceutical industry and university research funding rapidly normalized its practice.What exactly are these experiments supposed to achieve from the scientific point of view and how effective are they?Working scientists answer these questions by saying that their research is absolutely necessary if we are to develop new therapies for human diseases.But is this really the case? Written by a scientist with over 40 years of laboratory experience, The Rise and Fall of Animal Experimentation critically examines this assumption and asks whether it is true that animal-based research achieves its aims and, if so, how often this occurs and if there are alternatives to performing animal-based science.The book takes readers through the history of animal experimentation: its early beginnings in antiquity, how it advanced in the seventeenth century during the Scientific Revolution until the present day, and explores the diverse scientific, theological, and philosophical influences that formed the basis for these ideas about animal-based science.Referencing developments in various fields including stem cell biology, genetic sequencing, and live imaging, the book describes the scientific advancements that bring the value of animal experimentation into question and encourages biomedical research to consider more anthropocentric paradigms that reflect the entire spectrum of human diversity.
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What is your reference point for knowledge?
My reference point for knowledge is a combination of personal experience, critical thinking, and information from reliable sources. I believe in learning from my own experiences and reflecting on them, as well as being open to new ideas and perspectives. I also value information from credible sources such as academic research, experts in the field, and reputable publications. Overall, my reference point for knowledge is based on a combination of personal experience, critical thinking, and reliable information.
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Who has knowledge or can research well?
People with a strong educational background, experience in a specific field, or access to reliable sources can have knowledge or research well. Additionally, individuals who are curious, critical thinkers, and have good analytical skills are also likely to excel in research. Furthermore, professionals such as scientists, academics, journalists, and librarians are known for their ability to conduct thorough and accurate research.
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How can I research information about witchcraft?
To research information about witchcraft, you can start by reading books on the subject written by reputable authors and scholars. Look for academic journals, articles, and documentaries that explore the history, practices, and beliefs associated with witchcraft. You can also attend workshops, conferences, or events related to witchcraft to learn from practitioners and experts in the field. Additionally, online resources such as websites, forums, and social media groups dedicated to witchcraft can provide valuable insights and information.
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What information do market research studies reveal?
Market research studies reveal a wide range of information about consumer behavior, preferences, and trends. This can include data on demographics, purchasing habits, brand awareness, and customer satisfaction. Market research also provides insights into market size, competition, and potential opportunities for new products or services. Overall, market research studies help businesses make informed decisions about their marketing strategies, product development, and overall business operations.
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