Products related to Experimentation:
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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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Quasi-Experimentation : A Guide to Design and Analysis
Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings.Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest–posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs.He details their relative strengths and weaknesses and offers practical advice about their use.Comparing quasi-experiments to randomized experiments, Reichardt discusses when and why the former might be a better choice than the latter in the face of the contingencies that are likely to arise in practice.Modern methods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment.Throughout, mathematical equations are translated into words to enhance accessibility.Adding to its discussion of prototypical quasi-experiments, the book also provides a complete typology of quasi-experimental design options to help the reader craft the best research design to fit the circumstances of a given study.
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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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Experimentation Steam CD Key
A linear visual novel in the adventure and psychological horror genre that tells five short mystical stories that are unrelated at first glance. Mirror When it seems like your day has been the worst of your life, it could always be worse. And sometimes you need to look in the mirror to realize the true cause of your anxiety. Credit card Have you ever wondered how much money you need? And what you would spend it on? One day, a strange card falls into the hands of the heroes of the story at a b...
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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 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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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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Windows or macOS for web design/web development?
Both Windows and macOS are viable options for web design and development. Windows is known for its compatibility with a wide range of software and hardware, making it a popular choice for developers. On the other hand, macOS is preferred by many designers for its sleek interface and seamless integration with other Apple products. Ultimately, the choice between Windows and macOS comes down to personal preference and the specific tools and software you prefer to use for your web design and development projects.
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Magocracy: Experimentation Steam CD Key
Enter a world where mages fly and fight in the sky, unleashing powerful spells and devastating the landscape. Customize your mage with dozens of attributes to suit your playstyle and strategy. Whether you prefer speed, size, or sheer firepower, you can fine-tune every aspect of your character and become the ultimate mage. Every change you make affects the power level of your mages, forcing you to spend your points wisely. Arcade/Tower Mode: Start from the bottom and rise to the top of the tow...
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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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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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American Aircraft Development of the Second World War : Research, Experimentation and Modification 1939-1945
This book presents a little-known aspect of America's aircraft development of World War II in emphasizing unique and non-production aircraft or modifications for the purpose of research and experimentation in support of aircraft development, advancing technology, or meeting narrow combat needs.It describes some important areas of American aviation weapons maturation under the pressure of war with emphasis on advanced technology and experimental aircraft configurations.The great value of the work is illumination of little known or minimally documented projects that significantly advanced the science of aeronautics, propulsion, aircraft systems, and ordnance, but did not go into production.Each chapter introduces another topic by examining the state-of-the-art at the beginning of the war, advantages pursued, and results achieved during the conflict.This last is the vehicle to examine the secret modifications or experiments that are little known.Consequently, this is an important single-source for a fascinating and diverse collection of wartime efforts never before brought together under a single cover.The "war stories" are those of military staffs, engineering teams, and test pilots struggling against short schedules and tight resource constraints to push the bounds of technology.These epic and sometimes life-threatening endeavors were as vital as actual combat operations.
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What is the connection between web design and web development?
Web design and web development are closely related disciplines that work together to create functional and visually appealing websites. Web design focuses on the aesthetics and user experience of a website, including layout, color scheme, and typography. Web development, on the other hand, involves the technical aspects of building a website, such as coding, programming, and implementing functionality. Both web design and web development are essential for creating a successful website that engages users and meets their needs.
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Which language is used for web design and web development?
The primary language used for web design and web development is HTML (Hypertext Markup Language) for creating the structure and content of web pages. CSS (Cascading Style Sheets) is used for styling and formatting the visual presentation of web pages. JavaScript is used for adding interactivity and dynamic functionality to web pages. These three languages are the core technologies for building and designing websites and web applications.
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Do you have to study for web development and web design?
Yes, studying is essential for both web development and web design. These fields require a strong understanding of programming languages, design principles, and best practices. Whether through formal education, online courses, or self-study, gaining knowledge and skills in areas such as HTML, CSS, JavaScript, and user experience design is crucial for success in web development and web design. Continuous learning and staying updated with the latest technologies and trends is also important in these rapidly evolving fields.
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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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