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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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Far, Far Away
Far, Far Away
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Far
In a housing development in the middle of the nowhere, one of the many that were built in Spain, but never finished because of the crash, la small community of neighbours, trying to lead a normal life, despite living far from everything.Beyond the development that promised every luxury, beyond the streets leading nowhere, behind a high metal fence, the unfinished houses menace the inhabitants as they become occupied by people on the fringes of society whom the crash has destroyed. Rosa Ribas’s unnamed protagonists come from different sides of this fence.The atmospheric, disturbing, and addictive story of their growing relationship is half quirky love story half strong commentary on how easily and quickly people can fall through the cracks of society.Although the message is entirely universal, the context is deliciously and uniquely Spanish.
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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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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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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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How far was your training?
My training was extensive and thorough, covering a wide range of topics and skills relevant to my role. It included both theoretical knowledge and practical hands-on experience to ensure I was well-prepared for the challenges of the job. I received ongoing support and guidance from experienced professionals throughout my training, which helped me to continually improve and grow in my role. Overall, I feel confident in my abilities and well-equipped to handle the responsibilities of my position.
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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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Far Horizons
Lost on a remote Sumatran volcano...pursued through a Tokyo backstreet by a Japanese gangster...picnicking with the French Foreign Legion in the Horn of Africa: Frank Gardner's idea of a holiday is not everyone's.But ever since his student days, the BBC security correspondent has done some epicly hard travelling in a remarkable number of countries.Drawing on the diaries, sketches and photos he kept during his travels, his immaculately observed accounts of these often strange, sometimes daring, adventures form the backbone of his new book.In June 2004, while on what should have been a routine assignment in Riyadh, his life - never mind his ability to travel the world - was nearly brought to a violent end by Islamist gunmen.Frank survived against all the odds and through force of will, has found himself looking towards far horizons once more.He's not only been skiing in the Alps, scuba diving in the Red Sea and explored the jungles of Cambodia, he is also reporting once more from far-flung destinations like Afghanistan and Colombia - and this is a man who no longer has the use of his legs...This is Frank Gardner's compelling, personal account of the myriad adventures that made him the man he was on that fateful day - and of the journeys he's made since, and how they've helped him to become the remarkable and inspiring individual he is today.
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Far North
Every day I buckle on my guns and go out to patrol this dingy city. Out on the far northern border of a failed state, Makepeace patrols the ruins of a dying city and tries to keep its unruly inhabitants in check.Into this cold, isolated world comes evidence that life is flourishing elsewhere - a refugee from the vast emptiness of forest, whose existence inspires Makepeace to take to the road to reconnect with human society.What Makepeace finds is a world unravelling, stockaded villages enforcing a rough and uncertain justice, mysterious slave camps labouring to harness the little understood technologies of a vanished civilization.But Makepeace's journey also leads to unexpected human contact, tenderness, and the dark secrets behind this frozen world. FAR NORTH leads the reader on a quest through an unforgettable arctic landscape, from humanity's origins to its likely end.Bleak, haunting, spare - and yet ultimately hopeful, the novel is suffused with an ecstatic awareness of the world's fragility and beauty, and its unexpected ability to recover from our worst trespasses.
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Far, Far Away
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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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How far has the mental development progressed at 18?
At 18, mental development has progressed significantly compared to earlier years. Adolescents at this age typically have improved cognitive abilities, such as critical thinking, problem-solving, and decision-making skills. They also have a better understanding of complex emotions and social interactions. Additionally, their ability to plan for the future and set long-term goals has also developed. Overall, mental development at 18 is marked by increased maturity and a more advanced level of thinking and reasoning.
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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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