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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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Choice Words : How Our Language Affects Children’s Learning
In the years since Choice Words: How Our Language Affects Children’s Learning was first published and quickly became a beloved bestseller, countless educators and their students have been impacted by this short, but powerful book.Throughout it, author Peter Johnston provides examples of seemingly ordinary words, phrases, and uses of language that are pivotal in the orchestration of the classroom.Grounded in a balance of research and classroom practice, Choice Words demonstrates how and what we say (and don't say) have surprising consequences for what children learn and for who they become as literate people. Now, in this second edition, Peter Johnston returns to the central message of the book—that teachers’ language is their most powerful tool for impacting children’s learning and creating classroom community.With updates throughout the chapters to both the research and classroom examples, and new chapters on social-emotional learning and mindsets, this book has much to offer to both those familiar with Choice Words and those who will read it for the first time. This book will be enlightening for any teacher who wishes to be more conscious of the many ways their language helps children acquire literacy skills and view the world, their peers, and themselves in new ways.
Price: 18.99 £ | Shipping*: 3.99 £
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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 distance learning school is the better choice?
The better choice between distance learning schools depends on individual needs and preferences. Some factors to consider include the quality of the curriculum, accreditation, flexibility of scheduling, support services, and cost. Researching and comparing different distance learning schools based on these factors can help determine which one is the better choice for a specific individual. It's important to consider personal goals and learning style when making this decision.
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Is the training the right choice?
The decision of whether the training is the right choice depends on various factors such as the specific skills being taught, the relevance of the training to your goals, and the quality of the training program. It is important to assess if the training aligns with your personal or professional development needs and if it will provide you with the knowledge and skills you are seeking. Additionally, considering the reputation of the training provider and feedback from past participants can help in determining if the training is the right choice for you.
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"Is the HTL the right choice for software developers?"
The HTL (Hoehere Technische Lehranstalt) can be a good choice for software developers, as it provides a strong foundation in technical subjects such as computer science, mathematics, and engineering. The curriculum often includes programming languages, software development methodologies, and practical projects that can prepare students for a career in software development. Additionally, HTLs often have strong connections to industry and offer opportunities for internships and networking. However, it's important for prospective students to research the specific HTL program to ensure it aligns with their career goals and interests in software development.
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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Choice
'A brilliant, bleak moral maze of a novel' Guardian'Dazzling... by turns comic, lyrical and heartbreaking' Monica Ali'Profound and beautiful' Paul Murray, author of The Bee Sting'A vital, haunting, devastating read' Sarah WatersA publisher, who is at war with his industry and himself, embarks on a radical experiment in his own life and the lives of those connected to him; an academic exchanges one story for another after an accident brings a stranger into her life; and a family in rural India have their lives destroyed by a gift.These three ingeniously linked but distinct narratives, each of which has devastating unintended consequences, form a breathtaking exploration of freedom, responsibility, and ethics.What happens when market values replace other notions of value and meaning?How do the choices we make affect our work, our relationships, and our place in the world?Neel Mukherjee's new novel exposes the myths of individual choice, and confronts our fundamental assumptions about economics, race, appropriation, and the tangled ethics of contemporary life. Choice is a scathing, compassionate quarrel with the world, a masterful inquiry into how we should live our lives, and how we should tell them. 'A magnificent achievement' Namwali Serpell'A superb writer... his greatest work yet' Michelle de Kretser
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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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Coding Club Python: Programming Art Supplement 1
Create artistic applications to explore your creative side!Reinforce your programming knowledge from Python Basics and learn a few more tricks with this fun level 1 book.Activities include extending your Etch-a-Sketch and building your own drawing app. The code is suitable for Mac, Windows and Linux users and therefore compatible with the Raspberry Pi.
Price: 10.75 £ | Shipping*: 3.99 £
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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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Is the training the right choice for me?
To determine if the training is the right choice for you, consider your goals, interests, and learning style. Evaluate if the training aligns with your career objectives and if it will provide you with the skills and knowledge you need to succeed. Additionally, think about how the training fits into your schedule and if you are motivated to commit the time and effort required to complete it successfully. Ultimately, the right choice for you will depend on how well the training meets your needs and helps you progress towards your goals.
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Which is the better choice: a high-tech or a Memory 600 gaming PC?
The better choice between a high-tech and a Memory 600 gaming PC depends on individual preferences and needs. A high-tech gaming PC may offer the latest technology and advanced features, making it suitable for users who want top-of-the-line performance and capabilities. On the other hand, a Memory 600 gaming PC may prioritize memory capacity and storage, making it a better choice for users who require a lot of space for games, files, and multimedia. Ultimately, the better choice will depend on the specific requirements and priorities of the user.
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