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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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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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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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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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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Liu Kuo-sung: Experimentation as Method ???:????
Liu Kuo-sung: Experimentation as Method ???:????
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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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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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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...
Price: 1.29 € | Shipping*: 0.00 GBP €
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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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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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What training opportunities are available for IT specialists to specialize in web development and general programming, such as software development?
There are various training opportunities available for IT specialists looking to specialize in web development and general programming. Online platforms like Coursera, Udemy, and Codecademy offer courses and certifications in programming languages such as Python, Java, and JavaScript. Additionally, coding bootcamps like General Assembly and Flatiron School provide intensive, hands-on training in software development. IT specialists can also pursue advanced degrees in computer science or related fields to deepen their knowledge and skills in web development and programming.
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