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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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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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Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
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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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Did he wave or did he wave back?
He waved back.
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Is a transverse wave also a longitudinal wave?
No, a transverse wave is not the same as a longitudinal wave. Transverse waves have oscillations perpendicular to the direction of wave propagation, while longitudinal waves have oscillations parallel to the direction of wave propagation. This means that the particles in a transverse wave move up and down or side to side, while the particles in a longitudinal wave move back and forth in the same direction as the wave.
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Which to choose: body wave, permanent wave, etc.?
The choice between a body wave and a permanent wave depends on your desired outcome. A body wave creates loose, natural-looking waves that add volume and texture to the hair, while a permanent wave creates tighter, more defined curls or waves that last longer. Consider your hair type, desired style, and maintenance routine when deciding between the two options. It's best to consult with a professional stylist to determine which type of wave will best suit your needs and preferences.
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Workshop stand, rear exposure Messingschlager M-Wave
Discover the Messingschlager M-Wave rear display workshop stand, an essential accessory for all bike enthusiasts. Manufactured by the renowned brand Messingschlager, this workshop stand is specially designed to display and maintain your bike in a practical and efficient way. It's ideal for presentations, repairs and even simple maintenance. Thanks to its clever design, this workshop stand allows you to raise your bike in a stable and secure manner. You'll have easy access to all parts of the bike, whether you need to make repairs, adjust the brakes, or simply clean your two-wheeler. The Messingschlager M-Wave rear exhibition stand is made from high-quality materials, guaranteeing exceptional durability and strength. It is designed to support bikes of all types, from mountain bikes to road bikes, and adapts to all frame sizes. Installation is simple and rapide, allowing immediate use. What's more, its compact, lightweight design makes it easy to transport and store, ideal for travel or ...
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Gravitational Wave Science with Machine Learning
This book highlights the state of the art of machine learning applied to the science of gravitational waves.The main topics of the book range from the search for astrophysical gravitational wave signals to noise suppression techniques and control systems using machine learning-based algorithms.During the four years of work in the COST Action CA17137-A network for Gravitational Waves, Geophysics and Machine Learning (G2net), the collaboration produced several original publications as well as tutorials and lectures in the training schools we organized.The book encapsulates the immense amount of finding and achievements. It is a timely reference for young researchers approaching the analysis of data from gravitational wave experiments, with alternative approaches based on the use of artificial intelligence techniques.
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Agile Software Development
Agile Software Development is an introduction to agile software development methods.Agile methods try to diminish complexity, increase transparency, and reach a deployable product in a shorter time frame.Agile methods use an iterative and incremental approach to minimize risks and to avoid maldevelopment.The book gives a short introduction to agile methods and agile software development principles.It serves as a study book and as a reference manual.Based on the official Scrum Guide, the book also covers other topics such as best practices for agile software development and agile testing.It targets practitioners who want to start with agile software development, as well as developers or project managers who already use agile methodologies.The book can be read from the beginning, but each chapter has been written in a way so it can be read individually.
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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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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 development does Mr. Wenger take from the movie The Wave?
Mr. Wenger takes the development of how easily individuals can be influenced by group dynamics and the power of conformity from the movie The Wave. He sees how the students in the film quickly become swept up in the group mentality and lose their individuality. This realization prompts Mr. Wenger to reflect on the importance of critical thinking and independent thought in order to prevent such dangerous group behavior from taking hold in his own classroom.
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What development does Mr. Wenger take from the film The Wave?
In the film The Wave, Mr. Wenger undergoes a significant development as he initially dismisses the idea of a dictatorship ever taking hold in modern society. However, as the social experiment progresses and he witnesses the power of group dynamics and the allure of conformity, he becomes increasingly concerned. Ultimately, he realizes the potential for authoritarianism to emerge in any society and the importance of remaining vigilant against such tendencies. This development highlights the dangers of complacency and the need to actively safeguard against the rise of authoritarianism.
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'The Wave Cast'
"The Wave Cast" is a term used to describe the group of actors and actresses who starred in the 1981 TV movie "The Wave," which was based on the true story of a high school teacher's social experiment gone wrong. The cast included Bruce Davison, Lori Lethin, and John Putch, among others. The film explores the dangers of groupthink and the power of authority, and the cast's performances effectively conveyed the chilling transformation of the students as they become increasingly influenced by the teacher's experiment.
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