Products related to Decision:
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Markov Decision Processes : Discrete Stochastic Dynamic Programming
The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation.With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "This text is unique in bringing together so many results hitherto found only in part in other texts and papers. . . . The text is fairly self-contained, inclusive of some basic mathematical results needed, and provides a rich diet of examples, applications, and exercises.The bibliographical material at the end of each chapter is excellent, not only from a historical perspective, but because it is valuable for researchers in acquiring a good perspective of the MDP research potential."—Zentralblatt fur Mathematik ". . . it is of great value to advanced-level students, researchers, and professional practitioners of this field to have now a complete volume (with more than 600 pages) devoted to this topic. . . . Markov Decision Processes: Discrete Stochastic Dynamic Programming represents an up-to-date, unified, and rigorous treatment of theoretical and computational aspects of discrete-time Markov decision processes."—Journal of the American Statistical Association
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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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Practicing Communication Ethics : Development, Discernment, and Decision Making
This textbook presents a theoretical framework for developing a personal standard of ethics that can be applied in everyday communication situations.This third edition focuses on how the reader’s communication matters ethically in co-creating their relationships, family, workgroups, and communities.Through an examination of ethical values including truth, justice, freedom, care, integrity, and honor, the reader can determine which values they are ethically committed to upholding.Blending communication theory, ethics as practical philosophy, and moral psychology, the text presents the practice of communication ethics as part of the lifelong process of personal development and fosters the ability in its readers to approach communication decision making through an ethical lens.This edition features new and expanded treatment of moral injury and trauma, digital communication, partisan political division, and issues related to the COVID-19 pandemic.Practicing Communication Ethics is a core textbook for communication ethics and media ethics courses.Online resources for instructors include an instructor’s manual, sample assignments, and PowerPoint slides.They are available at www.routledge.com/9781032288987.
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Deep Learning in Personalized Healthcare and Decision Support
Deep Learning in Personalized Healthcare and Decision Support discusses the potential of deep learning technologies in the healthcare sector.The book covers the application of deep learning tools and techniques in diverse areas of healthcare, such as medical image classification, telemedicine, clinical decision support system, clinical trials, electronic health records, precision medication, Parkinson disease detection, genomics, and drug discovery.In addition, it discusses the use of DL for fraud detection and internet of things.This is a valuable resource for researchers, graduate students and healthcare professionals who are interested in learning more about deep learning applied to the healthcare sector. Although there is an increasing interest by clinicians and healthcare workers, they still lack enough knowledge to efficiently choose and make use of technologies currently available.This book fills that knowledge gap by bringing together experts from technology and clinical fields to cover the topics in depth.
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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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Is my training a wrong decision?
It's difficult to determine whether your training is a wrong decision without more context. Consider evaluating your training based on factors such as your personal goals, interests, and the potential benefits it may bring to your career or personal development. Reflect on whether the training aligns with your long-term aspirations and if it will provide you with valuable skills and knowledge. Ultimately, trust your instincts and make a decision that feels right for you.
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What is the training decision 3?
Training decision 3 involves determining the specific training methods and materials to be used in the training program. This includes selecting the appropriate training resources, such as online courses, workshops, or on-the-job training, as well as deciding on the best delivery methods, such as in-person training, virtual training, or a combination of both. Additionally, training decision 3 involves identifying the key learning objectives and outcomes for the training program, as well as assessing the training needs of the participants to ensure the training is tailored to their specific requirements.
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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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Learning for Decision and Control in Stochastic Networks
This book introduces the Learning-Augmented Network Optimization (LANO) paradigm, which interconnects network optimization with the emerging AI theory and algorithms and has been receiving a growing attention in network research.The authors present the topic based on a general stochastic network optimization model, and review several important theoretical tools that are widely adopted in network research, including convex optimization, the drift method, and mean-field analysis.The book then covers several popular learning-based methods, i.e., learning-augmented drift, multi-armed bandit and reinforcement learning, along with applications in networks where the techniques have been successfully applied.The authors also provide a discussion on potential future directions and challenges.
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Sustainable Energy Development : A Multi-Criteria Decision Making Approach
Sustainable Energy Development: A Multi-Criteria Decision Making Approach discusses sustainable energy development, the main path for achieving carbon neutrality, and the use of multi-criteria decision making (MCDM) in assessing energy transition in both operational and socio-political forms.It proposes ways to support responsible decision making toward sustainable energy in key areas such as power distribution, household energy, and transportation.The authors have developed frameworks and tools to help choose sustainable energy options like renewable energy technologies, energy efficiency improvements, policies, and how to promote them in different communities.The book includes several case studies focused on electricity, district heating, transport sectors in the European Union (EU), and decision making in the household sector.FeaturesAnalyzes the connection between sustainable energy development and the transition toward a carbon neutral society.Compares and discusses advanced MCDM tools to support sustainable energy options.Develops new frameworks of indicators for the assessment of sustainable regional and national energy system planning, and provides practical illustrative examples in various energy sectors.Provides policy implications when promoting sustainable energy development.Presents case studies on the applications of multi-criteria tools to support sustainable energy options in different energy sectors. Readers interested in gaining insight into leading trends in energy efficiency and sustainability, such as academics, researchers, graduate students, and professionals interested in sustainable energy and energy producers, city planners, policy makers, and more, will benefit from the topics and frameworks discussed in this book.
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Decision Day
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Katy's Decision
After this summer, Katy’s life may change forever. Katy is looking forward to the best summer ever as her closest friend, Shelby, is staying with her after an accident forces her to miss her family’s mission trip.But when Katy’s aunt faces a serious illness and needs the girls to run the fabric store, Katy’s plans fall apart.Suddenly what should have been a summer of relaxation becomes filled with long hours at the shop.But then a Mennonite boy visits her community for the summer.His presence complicates her life, as do her feelings for Bryce, her non-Mennonite crush. Katy has several decisions to make by the time August arrives, the largest being whether she will attend school in the fall and follow her dreams, or continue on in her Mennonite life to help her family.Katy struggles to choose between the two worlds she loves, but the final decision may be out of her hands.
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What is a difficult decision during training?
A difficult decision during training is often knowing when to push through physical discomfort and when to listen to your body and rest. It can be challenging to balance the desire to improve and meet training goals with the need to prevent injury and avoid overtraining. Additionally, deciding when to seek help from a coach or trainer for guidance on training adjustments can also be a difficult decision, as it requires humility and trust in someone else's expertise. Ultimately, making the right decisions during training requires a combination of self-awareness, discipline, and willingness to seek support when needed.
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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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What training options are available for IT specialists to specialize in web development and general programming, such as software development?
IT specialists looking to specialize in web development and general programming have a variety of training options available to them. They can pursue formal education through degree programs in computer science or related fields, attend coding bootcamps that offer intensive training in programming languages and frameworks, or take online courses and tutorials to learn specific skills. Additionally, IT specialists can participate in workshops, seminars, and conferences to stay updated on the latest trends and technologies in web development and software development. Continuous learning and practice are essential for IT specialists to excel in these specialized areas.
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