This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field.
Get the most out of JavaScript for building web applications through a series of patterns, techniques, and case studies for clean codingKey FeaturesWrite maintainable JS code using internal abstraction, well-written tests, and well-documented codeUnderstand the agents of clean coding like SOLID principles, OOP, and functional programmingExplore solutions to tackle common JavaScript challenges in building UIs, managing APIs, and writing statesBook DescriptionBuilding robust apps starts with creating clean code.
Learn how to use Unreal Engine 4 by building 3D and multiplayer games using BlueprintsKey FeaturesLearn the fundamentals of Unreal Engine such as project templates, Blueprints, and C++Learn to design games; use UMG to create menus and HUDs, and replication to create multiplayer gamesBuild dynamic game elements using Animation Blueprints and Behavior TreesBook DescriptionUnreal Engine is a popular game engine for developers to build high-end 2D and 3D games.
Proven methodologies and concurrency techniques that will help you write faster and better code with Go programmingKey FeaturesExplore Go's profiling tools to write faster programs by identifying and fixing bottlenecksAddress Go-specific performance issues such as memory allocation and garbage collectionDelve into the subtleties of concurrency and discover how to successfully implement it in everyday applicationsBook DescriptionGo is an easy-to-write language that is popular among developers thanks to its features such as concurrency, portability, and ability to reduce complexity.
With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and take application performance to a whole new levelKey FeaturesExplore scikit-learn uniform API and its application into any type of modelUnderstand the difference between supervised and unsupervised modelsLearn the usage of machine learning through real-world examplesBook DescriptionAs machine learning algorithms become popular, new tools that optimize these algorithms are also developed.
Develop your coding skills by exploring Java concepts and techniques such as Strings, Objects and Types, Data Structures and Algorithms, Concurrency, and Functional programmingKey FeaturesSolve Java programming challenges and get interview-ready by using the power of modern Java 11Test your Java skills using language features, algorithms, data structures, and design patternsExplore areas such as web development, mobile development, and GUI programmingBook DescriptionThe super-fast evolution of the JDK between versions 8 and 12 has increased the learning curve of modern Java, therefore has increased the time needed for placing developers in the Plateau of Productivity.
Develop your own games with Unity 2D/3D Game Kit and use it for your presentations, kids education, level design, game design, proofs of concept, or even just for fun!
Solutions for modular, functional, reactive, GUI, network, and multithreaded programmingKey FeaturesExplore the latest features of Java 11 to implement efficient and reliable codeDevelop memory-efficient applications, understanding new garbage collection in Java 11Create restful webservices and microservices with Spring boot 2 and DockerBook DescriptionFor more than three decades, Java has been on the forefront of developing robust software that has helped versatile businesses meet their requirements.
Get to grips with the building blocks of programming languages and get started on your programming journey without a computer science degreeKey FeaturesUnderstand the fundamentals of a computer program and apply the concepts you learn to different programming languagesGain the confidence to write your first computer programExplore tips, techniques, and best practices to start coding like a professional programmerBook DescriptionLearning how to code has many advantages, and gaining the right programming skills can have a massive impact on what you can do with your current skill set and the way you advance in your career.
Learn to implement complex data structures and algorithms using PythonKey FeaturesUnderstand the analysis and design of fundamental Python data structuresExplore advanced Python concepts such as Big O notation and dynamic programmingLearn functional and reactive implementations of traditional data structuresBook DescriptionData structures allow you to store and organize data efficiently.
In the rapidly evolving landscape of finance and governance, the integration of blockchain technology and artificial intelligence is reshaping the way we perceive and interact with traditional systems.
Hands-on projects cover all the key deep learning methods built step-by-step in PyTorchKey FeaturesInternals and principles of PyTorchImplement key deep learning methods in PyTorch: CNNs, GANs, RNNs, reinforcement learning, and moreBuild deep learning workflows and take deep learning models from prototyping to productionBook DescriptionPyTorch Deep Learning Hands-On is a book for engineers who want a fast-paced guide to doing deep learning work with Pytorch.
A complete guide on using data structures and algorithms to write sophisticated C# codeKey FeaturesMaster array, set and map with trees and graphs, among other fundamental data structuresDelve into effective design and implementation techniques to meet your software requirementsExplore illustrations to present data structures and algorithms, as well as their analysis in a clear, visual mannerBook DescriptionData structures allow organizing data efficiently.
Learn how functional programming can help you in deploying web servers and working with databases in a declarative and pure wayKey FeaturesLearn functional programming from scratchProgram applications with side effects in a pure wayGain expertise in working with array tools for functional programmingBook DescriptionIn large projects, it can get difficult keeping track of all the interdependencies of the code base and how its state changes at runtime.
Build exciting 2D/3D games and virtual reality applications with the help of hands-on examplesKey FeaturesCreate five different types of games from scratch with Unity 2018Import custom content into Unity from third-party tools such as Maya and Blender Learn to build NPCs with artificial intelligent behavior.
There have been significant developments in the use of knowledge-based expert systems in chemistry since the first edition of this book was published in 2009.
There have been significant developments in the use of knowledge-based expert systems in chemistry since the first edition of this book was published in 2009.
Master code refactoring techniques, improve code quality, design, and maintainability, and boost your development productivity with this comprehensive handbookKey FeaturesGet a thorough understanding of code refinement for enhanced codebase efficiencyWork with real-world examples and case studies for hands-on learning and applicationFocus on essential tools, emphasizing development productivity and robust coding habitsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionRefactoring in Java serves as an indispensable guide to enhancing your codebase's quality and maintainability.
Master code refactoring techniques, improve code quality, design, and maintainability, and boost your development productivity with this comprehensive handbookKey FeaturesGet a thorough understanding of code refinement for enhanced codebase efficiencyWork with real-world examples and case studies for hands-on learning and applicationFocus on essential tools, emphasizing development productivity and robust coding habitsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionRefactoring in Java serves as an indispensable guide to enhancing your codebase's quality and maintainability.
This textbook deals jointly with theoretical and practical concepts within geomatics in civil engineering, based on the global understanding of its use.
Our contemporary age is confronted by a profound contradiction: on the one hand, our lives as workers, consumers and citizens have become ever more monitored by new technologies.
Our contemporary age is confronted by a profound contradiction: on the one hand, our lives as workers, consumers and citizens have become ever more monitored by new technologies.
Learn functional data structures and algorithms for your applications and bring their benefits to your work nowAbout This BookMoving from object-oriented programming to functional programming?
Become an expert at using Python for advanced statistical analysis of data using real-world examplesAbout This BookClean, format, and explore data using graphical and numerical summariesLeverage the IPython environment to efficiently analyze data with PythonPacked with easy-to-follow examples to develop advanced computational skills for the analysis of complex dataWho This Book Is ForIf you are a competent Python developer who wants to take your data analysis skills to the next level by solving complex problems, then this advanced guide is for you.
Concurrent and distributed processes occur everywhere: in embedded systems, in information networks and databases, and in the form of applets roaming around on the World-Wide-Web.
This book explores the security and privacy challenges associated with real-time applications of the Internet of Things (IoT) and wireless sensor networks (WSN) technologies.
Federated Learning for Digital Healthcare Systems critically examines the key factors that contribute to the problem of applying machine learning in healthcare systems and investigates how federated learning can be employed to address the problem.
Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications.
The aim of this book is to highlight the most promising lines of research, using new enabling technologies and methods based on AI/ML techniques to solve issues and challenges related to intelligent and computing systems.
Level up your Godot 4 networking skills with this comprehensive guide featuring dedicated servers and persistent worlds, illustrated with key images in colorKey FeaturesEnsure player synchronization and coexistence in a game worldMitigate latency in your multiplayer games to design a seamless shared experienceOptimize and debug your games using profilers and monitors to visualize performancePurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe Essential Guide to Creating Multiplayer Games with Godot 4.
As the structure of contemporary communication networks grows more complex, practical networked distributed systems become prone to component failures.
The topic of using views to answer queries has been popular for a few decades now, as it cuts across domains such as query optimization, information integration, data warehousing, website design and, recently, database-as-a-service and data placement in cloud systems.
The sensor cloud is a new model of computing paradigm for Wireless Sensor Networks (WSNs), which facilitates resource sharing and provides a platform to integrate different sensor networks where multiple users can build their own sensing applications at the same time.
