Products related to Programming:
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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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Programming Challenges : The Programming Contest Training Manual
There are many distinct pleasures associated with computer programming.Craftsmanship has its quiet rewards, the satisfaction that comes from building a useful object and making it work.Excitement arrives with the flash of insight that cracks a previously intractable problem.The spiritual quest for elegance can turn the hacker into an artist.There are pleasures in parsimony, in squeezing the last drop of performance out of clever algorithms and tight coding. The games, puzzles, and challenges of problems from international programming competitions are a great way to experience these pleasures while improving your algorithmic and coding skills.This book contains over 100 problems that have appeared in previous programming contests, along with discussions of the theory and ideas necessary to attack them.Instant onlinegrading for all of these problems is available from two WWW robot judging sites.Combining this book with a judge gives an exciting new way to challenge and improve your programming skills. This book can be used for self-study, for teaching innovative courses in algorithms and programming, and in training for international competition. The problems in this book have been selected from over 1,000 programming problems at the Universidad de Valladolid online judge.The judge has ruled on well over one million submissions from 27,000 registered users around the world to date.We have taken only the best of the best, the most fun, exciting, and interesting problems available.
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Learning Object-Oriented Programming
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Learning Scientific Programming with Python
Learn to master basic programming tasks from scratch with real-life, scientifically relevant examples and solutions drawn from both science and engineering.Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to gain proficiency quickly.Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving on to the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualization, this textbook also discusses the use of Jupyter Notebooks to build rich-media, shareable documents for scientific analysis.The second edition features a new chapter on data analysis with the pandas library and comprehensive updates, and new exercises and examples.A final chapter introduces more advanced topics such as floating-point precision and algorithm stability, and extensive online resources support further study.This textbook represents a targeted package for students requiring a solid foundation in Python 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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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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What is the difference between hardware programming and software programming?
Hardware programming involves writing code that directly controls the physical components of a computer or electronic device, such as microcontrollers, sensors, and actuators. This type of programming requires a deep understanding of the underlying hardware architecture and often involves working with low-level languages like assembly or C. On the other hand, software programming involves writing code that runs on a computer's operating system and interacts with hardware through high-level programming languages like Python, Java, or C++. Software programming focuses on creating applications, games, and other software that users interact with, while hardware programming focuses on controlling the behavior of physical devices.
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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.
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Android Programming For Beginners : The Simple Guide to Learning Android Programming Fast!
ANDROID PROGRAMMING Android programming is a great skill for any aspiring computer programmer to have. Being able to create apps for Android can be fun, but also lucrative. Wouldn't it be great to create the next big app? While this doesn't happen often, it's definitely a possibility! Regardless if this is your goal or not, developing Android apps is super fun and enjoyable! This book is aimed at complete beginners to Android programming. It takes you through everything you need to know to begin making apps! It takes you step by step through the creation of your very first app, and helps you to hit the ground running! Here Is What You'll Learn About...History Of Android,Android's Architecture,App Development Preparation,Programming With JAVA & XML,How To Use Android Studio,Your First App,Editing & Distributing Your App,Much, Much More!
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Programming Rust : Fast, Safe Systems Development
Systems programming provides the foundation for the world's computation.Writing performance-sensitive code requires a programming language that puts programmers in control of how memory, processor time, and other system resources are used.The Rust systems programming language combines that control with a modern type system that catches broad classes of common mistakes, from memory management errors to data races between threads. With this practical guide, experienced systems programmers will learn how to successfully bridge the gap between performance and safety using Rust.Jim Blandy, Jason Orendorff, and Leonora Tindall demonstrate how Rust's features put programmers in control over memory consumption and processor use by combining predictable performance with memory safety and trustworthy concurrency. You'll learn:Rust's fundamental data types and the core concepts of ownership and borrowingHow to write flexible, efficient code with traits and genericsHow to write fast, multithreaded code without data racesRust's key power tools: closures, iterators, and asynchronous programmingCollections, strings and text, input and output, macros, unsafe code, and foreign function interfacesThis revised, updated edition covers the Rust 2021 Edition.
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Programming Scala : Scalability = Functional Programming + Objects
Get up to speed on Scala--the JVM, JavaScript, and natively compiled language that offers all the benefits of functional programming, a modern object model, and an advanced type system.Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosystem right away.You'll learn why Scala is ideal for building today's highly scalable, data-centric applications, while maximizing developer productivity. While Java remains popular and Kotlin has become popular, Scala hasn't been sitting still.This third edition covers the new features in Scala 3.0 with updates throughout the book.Programming Scala is ideal for beginning to advanced developers who want a complete understanding of Scala's design philosophy and features with a thoroughly practical focus. Program faster with Scala's succinct and flexible syntaxDive into basic and advanced functional programming techniquesBuild killer big data and distributed apps using Scala's functional combinators and tools like Spark and AkkaCreate concise solutions to challenging design problems with the sophisticated type system, mixin composition with traits, pattern matching, and more
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Where can one find coding programming assignments?
One can find coding programming assignments on various online platforms such as coding websites, coding bootcamps, and online learning platforms. Websites like Codecademy, LeetCode, and HackerRank offer a wide range of coding assignments and challenges for practice. Additionally, coding bootcamps often provide students with programming assignments as part of their curriculum. Online learning platforms like Coursera, Udemy, and edX also offer programming assignments as part of their courses in computer science and programming.
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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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Do you learn coding or programming in school?
Yes, many schools offer coding or programming classes as part of their curriculum. These classes often start at a young age and continue through high school. Students may learn languages such as Python, Java, or HTML, and gain skills in problem-solving, logic, and critical thinking. Additionally, some schools offer extracurricular coding clubs or activities to further support students' interest in programming.
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What is the best programming software?
The best programming software is subjective and depends on the specific needs and preferences of the programmer. Some popular options include Visual Studio, IntelliJ IDEA, and Sublime Text. Visual Studio is known for its comprehensive features and support for various programming languages, while IntelliJ IDEA is praised for its intelligent code assistance and productivity tools. Sublime Text is favored for its speed and simplicity. Ultimately, the best programming software is the one that best suits the individual programmer's workflow and requirements.
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