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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
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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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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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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What is the difference between Statement Coverage and Branch Coverage?
Statement coverage measures the percentage of executable statements in a program that have been executed during testing, while branch coverage measures the percentage of decision points (e.g., if-else statements) that have been executed. In other words, statement coverage focuses on individual lines of code, while branch coverage focuses on the different possible paths through the code. Branch coverage is generally considered a more thorough measure of test coverage, as it ensures that all possible decision outcomes have been tested.
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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 are good coverage products?
Good coverage products are those that provide a high level of protection and even out skin tone, while still looking natural and not feeling heavy on the skin. This can include foundations, concealers, and tinted moisturizers that are buildable and long-lasting. Look for products that offer a wide range of shades to match your skin tone and have added benefits such as SPF or skincare ingredients. Additionally, good coverage products should be easy to blend and provide a smooth, flawless finish.
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BBC Microbit V2 Development Board Educational Makecode Python Programming Programmable Learning Kit
BBC Microbit V2 Development Board Educational Makecode Python Programming Programmable Learning Kit
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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UNO R4 minima/wifi edition development board For Arduino programming learning controller
UNO R4 minima/wifi edition development board For Arduino programming learning controller
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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 is a first-party coverage?
First-party coverage refers to insurance that provides benefits directly to the policyholder in the event of a covered loss or damage. This type of coverage typically includes benefits such as reimbursement for medical expenses, property damage, or loss of income. First-party coverage is designed to protect the policyholder's own interests and assets, rather than those of a third party.
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Which foundation provides particularly good coverage?
The Estée Lauder Double Wear Stay-in-Place Foundation is known for providing excellent coverage. It is a long-wearing foundation that offers full coverage and helps to even out skin tone, cover imperfections, and create a flawless finish. Many users appreciate its ability to provide a matte finish without feeling heavy on the skin. Overall, this foundation is a popular choice for those looking for high coverage.
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How can companies influence media coverage?
Companies can influence media coverage through various means such as issuing press releases, organizing press conferences, providing exclusive interviews or access to key executives, sponsoring events or programs, and cultivating relationships with journalists and media outlets. By strategically managing their public relations efforts and maintaining open communication with the media, companies can shape the narrative and ensure that their key messages are being conveyed to the public. Additionally, companies can leverage social media platforms to engage directly with their audience and generate positive buzz that may attract media attention.
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