Książki o algorytmach i strukturach danych dla programistów - książki
Książki, ebooki, kursy video z kategorii: Algorytmy - Programowanie dostępne w księgarni Helion
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As machine learning algorithms become popular, new tools that optimize these algorithms are also developed. Machine Learning Fundamentals explains the scikit-learn API, which is a package created to facilitate the process of building machine learning applications. By explaining the differences between supervised and unsupervised models and by apply-
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Książka Dawno temu był sobie algorytm wyjaśnia koncepcje informatyki poprzez znane historie i codzienne sytuacje. Autor tłumaczy przetwarzanie informacji jako coś, co dzieje się poza komputerami, a informatykę jako studium systematycznego rozwiązywania problemów. Martin Erwig pokazuje, że wiele codziennych czynności dotyczy rozwiązywania problemów.
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Data structures help us to organize and align the data in a very efficient way. This book will surely help you to learn important and essential data structures through Python implementation for better understanding of the concepts.
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This book provides a comprehensive coverage of Kotlin features such as classes, data classes, and inheritance. It also provides a good understanding of Design pattern and how Kotlin syntax works with object-oriented techniques. You will also learn about the latest Kotlin syntax and libraries.
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In this book, you will find a range of methods to improve the performance of almost any predictive model, from ensemble methods to dimensionality reduction and cross-validation. You will learn the tools to produce advanced predictive models. In addition, you will dive into the exiting field of Deep Learning using TensorFlow.
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80.91 zł
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Jądrem informatyki jest algorytmika, a najważniejszym elementem procesu tworzenia dobrego programu komputerowego jest właściwy dobór algorytmów i struktur danych - szczególnie pod kątem ich wydajności. Algorytmy i struktury danych są tematem jednego z podstawowych przedmiotów wykładanych na każdych studiach informatycznych. Książka została sprawdzo
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In large projects, programmers tend to get overwhelmed by their complexity. It can be hard to keep track of all the interdependencies in the code-base and how its state changes on runtime. The solution to these problems is Functional Programming, a paradigm specifically designed to deal with the complexity of software development. Mastering Functio
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Learning about data structures and algorithms gives you a better insight on how to solve common programming problems. Most of the problems faced everyday by programmers have been solved, tried, and tested. By knowing how these solutions work, you can ensure that you choose the right tool when you face these problems.This book teaches you tools that
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This book is a developer-oriented introduction to deep reinforcement learning (RL). Explore RL concepts and discover how you can solve complex and challenging problems using deep learning. Apply deep RL methods to train your agent to beat arcade games and board games and navigate real-world environments, including the stock market.
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Functional programming allows developers to divide programs into smaller, reusable components that ease the creation and maintenance of software as a whole. Combining power of Rust, you can develop robust applications that fulfill modern day software requirements. This book will help you discover Rust features to build software in a functional way.
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A process or set of rules to be followed in calculations or other problem-solving operations, especially by a computer Key Features This book is especially designed for beginners and explains all aspects of algorithm and its analysis in a simple and systematic manner. Algorithms and their working are explained in detail with the help of several
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Data structures allow organizing data efficiently. Their suitable implementation can provide a complete solution that acts like reusable code. In this book, you will learn how to use various data structures while developing in the C# language as well as how to implement some of the most common algorithms used with such data structures.
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Java 9 and its new features add to the richness of the language; Java is one of the languages most used by developers to build robust software applications. Java 9 comes with a special emphasis on modularity with its integration with Jigsaw. This course is your one-stop guide to mastering the language.
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Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself! With this practical guide, you’ll explore ways to apply machine learning to security issues
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Book with a practical approach for understanding the basics and concepts of Data Structure Key Features This book is especially designed for beginners, explains all basics and concepts about data structure. Source code of all data structures are given in C language. Important data structures like Stack, Queue, Linked List, Tree and Graph are we
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ebook
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71.91 zł
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Functional programming is a popular programming paradigm that is used to simplify many tasks and will help you write flexible and succinct code. It allows you to decompose your programs into smaller, highly reusable components, without applying conceptual restraints on how the software should be modularized.
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Java is one of the most popular application development languages but ever since its first version, it has been deemed as a memory hog. Java 9 comes with a host of new features and new APIs with lots of ready to use components to build efficient and scalable applications.
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Książka dedykowana wszystkim przegranym Kiedy na świecie żyje ponad 7 mld osób, osobne rozpatrzenie każdego wniosku kredytowego, aplikacji na studia czy ocena indywidualnego pracownika staje się niemożliwa. By przetworzyć taką ilość danych, firmy korzystają z algorytmów. Niezależne i wolne od uprzedzeń, mają tylko jedno zadanie: wskazać poprawny, o
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Functional Programming allows developers to divide programs into smaller, reusable components that eases the creation, testing, and maintenance of software as a whole. Combined with the power of C++, you can develop robust and scalable applications that fulfill modern day software requirements. This book will help you discover all C++17 features th
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Machine learning explores the study and construction of algorithms that can learn from, and make predictions on, data. This book will act as an entry point for anyone who wants to make a career in the field of Machine Learning. A few famous algorithms that are covered in this book are Linear regression, Logistic Regression, SVM, Naïve Bayes,
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Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms.
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PHP has always been the the go-to language for web based application development, but there are materials and resources you can refer to to see how it works. Data structures and algorithms help you to code and execute them effectively, cutting down on processing time significantly.If you want to explore data structures and algorithms in a practical
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Python is a great language to get started in the world of programming and application development. This book will help you to take your skills to the next level having a good knowledge of the fundamentals of Python.
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Game engines such as Unity are the power-tools behind the games we know and love. Unity is one of the most widely-used and best-loved packages for game development and is used by everyone, from hobbyists to large studios, to create games and interactive experiences for the Web, desktop, mobile, and console. With Unity's intuitive, easy-to-learn too
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Java 9 has come out with several fantastic features including significant performance improvements, making it faster than ever. This book will teach you to organize data in an efficient way while exploiting the new features of Java 9 data structures.
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Java is one of the most used software languages by programmers and developers. It powers massive applications from Google to Amazon all over the world.
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Machine learning is the new BLACK GOLD. In this book, we explore topics such as classification, clustering, model selection and regularization, nonlinearity, supervised, unsupervised, and reinforcement learning, structured prediction, neural networks, deep learning, and case studies. The algorithms are developed using R.The book is for students and
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Placing the reader in the position of a commercial data scientist, this book covers the key attributes to solve real-world problems in areas such as music, financial markets, and global news. Introducing advanced techniques in Spark, it also comprehensively explores the surrounding eco-system with innovative and scalable solutions throughout
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Master new skills and ideas and become a better developer with Everyday Data Structures. This data structures book features practical examples using real world case studies for effective learning. By examining fundamental data structure concepts in Java and other languages, you?ll soon be able to gain new skills and knowledge for day-to-day develop
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Build real-world artificial intelligence apps to intelligently interact with the world around you, explore real-world scenarios, and discover the various algorithms that can be used to build AI applications. Packed with insightful examples and topics such as predictive analytics and deep learning, this book is a must-have for Python developers.
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This book gets you up to speed with the important and fundamental concepts in statistical modeling and simulation. Using real-world case studies, you'll be able to learn effectively and apply your skills later in the real world.
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Creating robust software requires the use of efficient algorithms, but programmers seldom think about them until a problem occurs. This updated edition of Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs—with just e
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Many programmers would love to use Perl for projects that involve heavy lifting, but miss the many traditional algorithms that textbooks teach for other languages. Computer scientists have identified many techniques that a wide range of programs need, such as:Fuzzy pattern matching for text (identify misspellings!)Finding correlations in dataGame
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As an experienced JavaScript developer moving to server-side programming, you need to implement classic data structures and algorithms associated with conventional object-oriented languages like C# and Java. This practical guide shows you how to work hands-on with a variety of storage mechanisms—including linked lists, stacks, queues, and gra
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When looking for ways to improve your website, how do you decide which changes to make? And which changes to keep? This concise book shows you how to use Multiarmed Bandit algorithms to measure the real-world value of any modifications you make to your site. Author John Myles White shows you how this powerful class of algorithms can help you boost
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Until now, design patterns for the MapReduce framework have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless of the domain, language, or development framework you’re using.Each pattern is explained i
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If you want a basic understanding of computer vision’s underlying theory and algorithms, this hands-on introduction is the ideal place to start. You’ll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in Python.Progr
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If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-o
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There are many books on data structures and algorithms, including some with useful libraries of C functions. Mastering Algorithms with C offers you a unique combination of theoretical background and working code. With robust solutions for everyday programming tasks, this book avoids the abstract style of most classic data structures and algorithms
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The STL Pocket Reference describes the functions, classes, and templates in that part of the C++ standard library often referred to as the Standard Template Library (STL). The STL encompasses containers, iterators, algorithms, and function objects, which collectively represent one of the most important and widely used subsets of standard library fu
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Przetwarzanie obrazów to dynamicznie rozwijająca się dziedzina, która znajduje zastosowanie w licznych branżach, takich jak medycyna, motoryzacja, przemysł rozrywkowy, bezpieczeństwo, rolnictwo czy marketing. Umożliwia automatyczne rozpoznawanie obiektów, analizę obrazów medycznych i tworzenie interaktywnych aplikacji korzystających ze sztucznej in-
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Informatyka, w szczególności programowanie, algorytmami stoi. Stanowią one punkt wyjścia do tworzenia sprawnie działającego kodu. Dlatego też wiedza o tym, jak za ich pomocą efektywnie rozwiązywać najbardziej skomplikowane problemy, okazuje się być nieoceniona w wielu dziedzinach – od analizy danych, przez rozwój oprogramowania, aż po sztuczn
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Stoisz przed wyborem przedmiotów maturalnych i jako jeden z nich rozważasz informatykę? To będzie świetna decyzja! Bo tu nie chodzi tylko o samą maturę, naprawdę. Zdać ją oczywiście trzeba, i to zdać dobrze – szczególnie jeśli planujesz kontynuować naukę programowania na studiach – ale umiejętność kodowania sama w sobie to jest to! Otwo
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Czy można wskazać najlepszy język programowania? Albo przynajmniej najlepiej sprawdzający się w rozwiązywaniu określonych problemów? Najszybszy? Najwydajniejszy? Pewnie można się pokusić o jakieś porównania, a rankingów i zestawień, które próbują odpowiedzieć na tego typu pytania, można znaleźć w Internecie dziesiątki albo i setki. Warto jednak mie
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