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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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The Rules of Programming : How to Write Better Code
This philosophy-of-programming guide provides a unique take on how to think about programming.With a collection of two dozen pragmatic rules, each presented in a standalone chapter, this hands-on book is ideal for freshly minted programmers making the jump from small programming jobs to large-scale projects and long time frame work. Author Chris Zimmerman, cofounder of the video game studio Sucker Punch Productions, teaches basic truths of programming by wrapping them in memorable aphorisms and driving them home with examples drawn from real code.This practical guide also helps managers who are searching for methods to train new members of their programming team. The rules in this book include: Simpler is always better Let your code tell its own story Localize complexity Generalization takes three examples Big projects need simple designs Code that isn't running doesn't work If something doesn't work, it's your fault Work backwards from your result, not forward from your code Some tools should be left in the toolbox Not every problem lends itself to an elegant solution
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Rules
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The Business Etiquette Bible : Modern and High-Tech Rules, Tips & Training for Working Professionals
High-tech devices, cloud apps, and social networks are now vital communications tools _ but what does your business need to know to successfully connect with todayIs customer, and manage its online reputation? And what key rules should working professionals follow when interacting, sharing info, or job hunting online?You'll find answers in The Business Etiquette Bible - a complete guide to modern manners, which reveals how to effectively communicate with + engage others online.Providing new rules for personal and corporate communications, it offers best practices for connecting in an era where our online presence defines us, including crucial insights for managing websites, blogs, social media efforts, marketing/ad campaigns, e-mails, job searches and more.Features: New Rules for Online Communications Public Relations (PR), Social Media, and Marketing Strategy Guides Online Career/Job Hunting Tips Expert Advice: Managing an Online Reputation High-Tech Etiquette Primers
Price: 10.61 £ | 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 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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Which rules?
The rules that govern our behavior, interactions, and decisions in various aspects of life. These rules can be societal norms, laws, regulations, or guidelines set by organizations or institutions. Adhering to these rules helps maintain order, promote fairness, and ensure the well-being of individuals and society as a whole. It is important to understand and follow these rules to contribute positively to our communities and environments.
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Moscow Rules
The violent death of a journalist leads secret agent Gabriel Allon to Russia.But this is not the grim Moscow of Soviet times, but a new Moscow, awash in oil wealth and in thrall to a new generation of rich Stalinists plotting to challenge an old enemy: the United States. One such man is Ivan Kharkov, a former KGB colonel whose global empire is built on a lucrative and deadly business.Kharkov is an arms dealer - and he's about to sell Russia's most dangerous weapon to al-Qaeda.Unless Allon can learn the time and place of delivery, the world will suffer its deadliest terror attack since 9/11.The countdown to Armageddon has begun . . .
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Democracy Rules
'Lively. . . This is one of those rare books about a pressing subject that reads less like a forced march than an inviting stroll . . . A book that encourages thinking, observation and discernment' New York TimesOne of our most essential political thinkers offers a vital account of democracy in the twenty-first centuryEveryone knows that democracy is in trouble, but do we know what democracy actually is?Political philosopher Jan-Werner Müller, author of the widely acclaimed What Is Populism?, takes us back to basics.In this short, elegant volume, he explains how democracy is founded on three vital principles: liberty, equality, and also uncertainty.The latter, he argues, is crucial for ensuring democracy's dynamic and creative character.Authoritarians, as well as Big Tech, seek to render politics (and individual citizens) predictable; democracy holds open the possibility that new ideas, movements and identities can be created. Acknowledging fully the dangers posed by populism, by kleptocratic autocracies like Russia's and by the digital authoritarianism of Xi, Müller also challenges the assumptions made by many liberals defending democracy in recent years.He shows how the secession of plutocratic elites in the West has undermined much of democracy's promise.In response, we need to re-invigorate our institutions, especially political parties and professional media, but also make it easier for citizens to mobilize. Taking on many of the most difficult political questions we face, this book is a vital rethinking of what democracy is, and how we can reinvent our social contract.
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Rhinocorn Rules
Illustrated by Matt Carr, this colourful picture book will teach 3 to 5-year-olds to always be themselves and make new friends, as well as some fun facts about rhinos!If you loved Supertato, Superbat and Julian is a Mermaid, come meet Ron in Rhinocorn Rules! Ron is a rhino like no other. He doesn’t like to live by the other rhino rules – the other rhinos are grumpy, solitary and they will charge at anything that gets in their way.But not Ron. Ron likes music, art and only wants to have fun. He is determined to live his best life and not conform to the herd.When Ron paints himself into a bright unicorn, all of the other animals think he’s the coolest animal ever, but his rhino family are less impressed.Will they learn to embrace Ron for who he really is? An uplifting and funny new picture book story about daring to be different, from the creator of Superbat.
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Football Rules
Harvey is having a bad match. It's too hot. The Team can't score. And then when they do, the Ref says it wasn't a goal.Harvey gets so angry he tells the Ref he isn't doing his job properly...Then Harvey gets his first ever Red Card. He has to leave the field. He won't be able to play in next week's Cup Final. And the worst punishment of all is - he has to go to Referee School!
Price: 5.99 £ | Shipping*: 3.99 £
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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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What are rules?
Rules are guidelines or instructions that dictate how individuals should behave or act in a particular situation or setting. They are put in place to maintain order, ensure fairness, and promote safety. Rules can be formal, such as laws or regulations, or informal, like social norms or etiquette. Following rules is important for creating a harmonious and functional society.
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