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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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Energy and Development
This book explores the complex relationship between energy and development and discusses the core issues and concepts surrounding this growing area of research and policy. In the field of energy and development, the world faces two major challenges: (1) Providing energy access to the roughly one billion people worldwide who do not have access to electricity and the nearly three billion people worldwide who do not have access to clean cooking fuels; (2) achieving socioeconomic development while limiting global atmospheric temperature increases to 2 degrees Celsius to mitigate climate change.Taking stock of progress, Frauke Urban explores the key issues surrounding these goals and addresses the policy responses aimed at ending energy poverty and achieving sustainable development.She outlines various options for delivering energy access, analyses past and prospective energy transitions and examines the social, environmental, economic and technological implications of these possibilities.Taking a holistic and multi-disciplinary approach and containing useful teaching resources, Energy and Development provides a comprehensive overview of this complex field of study. This book will be a great resource for postgraduate and undergraduate students, scholars, practitioners and policymakers working in the fields of energy studies, international development, environmental studies, industrial engineering, as well as social sciences that relate to energy and development.
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Energy Security and Sustainable Development
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Royal Canin Energy Training Reward - Energy Booster - 50g
Royal Canin Energy Nutritional Supplement and Training Snacks offer a calorie-rich alternative to conventional treats and rewards. Royal Canin Energy is a dog snack with a special concept that is ideal for training your dog. The snacks contain a high level of short-chain fatty acids which contribute to a rapidly available, high level of energy in order to support your dog's activity and performance. In addition, reinforced levels of antioxidants (vitamins E and C, polyphenols) neutralise free radicals. Royal Canin Energy Training Reward - Energy Booster at a glance: Training reward for dogs Energy combines fast energy intake and optimal palatability Suitable for active adult dogs With antioxidants from vitamins E and C and polyphenols to help support cellular function Perfect kibble for adult dogs Please note: dog bones, treats and snacks are available in a range of types and sizes so make sure to choose one that is the appropriate size and shape for your pet. For their safety, please supervise your pets when they are enjoying a treat or bone.
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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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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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Are energy drinks good for learning?
Energy drinks are not necessarily good for learning. While they may provide a temporary boost in alertness and concentration due to their caffeine and sugar content, they can also lead to increased anxiety, restlessness, and difficulty in focusing. Additionally, the crash that comes after the initial energy boost can negatively impact learning and cognitive function. It is important to prioritize a balanced diet, regular exercise, and adequate sleep for optimal learning and cognitive performance.
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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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Learning, Training, and Development in Organizations
This scholarly book in SIOP’s Organizational Frontier series looks at research on enhancing knowledge acquisition and its application in organizations.It concentrates on training, design and delivery given the changing nature of work and organizations.Now that work is increasingly complex, there is greater emphasis on expertise and cognitive skills.Advances in technology such as computer simulations and web-based training are necessitating a more active role for the learner in the training process.In the broad context of the organization systems, this book promotes learning and development as a continuous lifelong endeavor.
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Renewable Energy Technologies for Low-Carbon Development
Summary of cutting-edge research, latest advances, and future directions in low carbon and renewable energy systems Renewable Energy Technologies for Low-Carbon Development provides a comprehensive overview of recent and cutting-edge research progress in a variety of current renewable energy and low carbon development research areas, focusing on sustainable energy from various perspectives such as thermoelectric power generation, organic solar cells, lithium batteries, solar thermochemical energy storage, and nano-friction power generation.The book discusses the methodologies and research development of each renewable energy route based on its unique characteristics.Following a brief overview of renewable energy, this book also reviews low-carbon research in traditional fossil energy (coal, oil) and promotes the development of renewable energy with the sustainable recovery and utilization of carbon. Because of the uniqueness of CO2 in low-carbon development, CO2 storage and application are discussed separately.Written by three highly qualified authors, Renewable Energy Technologies for Low-Carbon Development explores sample topics including: Thermoelectric power generators and their applications, application of nanomaterials in organic solar cells, and advances in low-temperature na-ion battery energy storageThermochemical energy storage for renewable solar energy utilization, and recent progress and new challenges in triboelectric nanogeneratorsManufacturing, recovery, and reuse of wind turbine blades in wind power generation and electrocatalysts for oxygen reduction in fuel cellsCarbon fiber in renewable energy development, sustainable carbon nanofluids of petroleum extraction, and carbon dioxide capture and chemical conversion into fuels Renewable Energy Technologies for Low-Carbon Development is an essential reference on the subject for materials scientists, power engineers, electrochemists, electronics engineers, and all professionals working at energy supplying companies and in the broader chemical industry.
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Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
It’s a jungle out there. Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever.Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership.To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development.This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible.As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.Effective Software Development for the Enterprise builds on advanced disciplines, methodologies, and techniques derived from domain-driven design, software architecture, and extreme programming.Its objective is to aid modern software engineers and solution architects in building and delivering high-quality solutions for an enterprise while meeting ambitious criteria:Meet users' expectationsDeliver solutions on time with no defectsCreate products that can scale-out horizontallySolutions should not require a dedicated production support teamAccelerate development paceDouble ROI per developer, team, and softwareYou will learn how to achieve these objectives in any engineering environment by developing solid strategies based on the industry's well-known, recognized, and proven patterns and principles.After reading this book, you will be ready to effectively deal with any and all challenges posed by today’s hyper-competitive, globally-diverse, fast-moving enterprise environment. Who This Book Is ForProfessional software engineers and solution architects, as well as those aspiring to become one.Additionally, software engineering leaders will benefit from reading it, as it will help them maximize their impact via successful software project deliveries.
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Wave Energy Devices : Design, Development, and Experimental Studies
Designing offshore wave energy converter (WEC) devices requires a thorough understanding of many aspects of science and engineering, namely, wave hydrodynamics, wave-WEC interactions, mechanical design, analysis tools, and conducting experiments.This book provides the tools for understanding these complex systems and addresses the basic concepts of WECs through detailed analysis and design.A few devices developed and experimentally investigated are discussed in detail, some of which are considered highly novel and still in the preliminary stages of study in the existing literature. FEATURES Offers numerous detailed design methods and practical model studies Presents analysis of the dynamic response behavior of WECs based on experimental studies on scale models Covers the most recent and novel innovations in the field Includes a discussion of offshore wind farms as a green energy alternative and examines their conceptual development and designThis book serves as a useful guide for both academicians and professionals in naval architecture and offshore engineering as well as in civil and structural engineering.In addition, it helps in the understanding of structural behavior in terms of risk criteria, efficiency, service life, and reliability.Readers will gain a comprehensive knowledge of the design and development of offshore wave energy devices and the preliminary design of offshore wind turbines, which are currently largely absent in the scientific literature.
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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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Which programming language is suitable for software development for the PC?
There are several programming languages that are suitable for software development for the PC, but some of the most popular and widely used ones include C++, Java, and C#. C++ is a powerful and versatile language that is commonly used for developing system software and applications that require high performance. Java is a popular choice for developing cross-platform applications, as it can run on any operating system that has a Java Virtual Machine. C# is commonly used for developing Windows applications and is well-integrated with the .NET framework. Ultimately, the choice of programming language depends on the specific requirements of the software being developed and the preferences of the development team.
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Why does learning consume very little energy or calories?
Learning consumes very little energy or calories because it primarily involves mental processes such as attention, memory, and problem-solving, rather than physical exertion. While the brain is a highly active organ, the energy it requires for cognitive tasks is relatively minimal compared to the energy needed for physical activities. Additionally, the brain is highly efficient at using glucose as its primary source of energy, allowing it to perform complex cognitive functions without requiring a significant increase in overall energy expenditure.
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