“…The book starts with an overview of an end-to-end ML project and a guide on how to choose the right Azure service for different ML tasks. …”

“…Finally, you'll learn best practices for working with RabbitMQ and be able to use this book as a reference guide for your future app development projects. By the end of this book, you'll have learned how to use message queuing software to streamline the development of your distributed and scalable applications. …”

“…What you will learn Understand fundamental programming concepts and implement them in C Write working programs with an emphasis on code indentation and readability Break existing programs intentionally and learn how to debug code Adopt good coding practices and develop a clean coding style Explore general programming concepts that are applicable to more advanced projects Discover how you can use building blocks to make more complex and interesting programs Use C Standard Library functions and understand why doing this is desirable Who this book is for This book is written for two very diverse audiences. …”

“…By the end of this book, you will be equipped with all the skills you need to implement deep learning in your own projects. What you will learn: Implement basic-to-advanced deep learning algorithms; Master the mathematics behind deep learning algorithms; Become familiar with gradient descent and its variants, such as AMSGrad, AdaDelta, Adam, and Nadam; Implement recurrent networks, such as RNN, LSTM, GRU, and seq2seq models; Understand how machines interpret images using CNN and capsule networks; Implement different types of generative adversarial network, such as CGAN, CycleGAN, and StackGAN; Explore various types of autoencoder, such as Sparse autoencoders, DAE, CAE, and VAE. …”

“…By the end of The Applied Data Science Workshop, you'll be prepared to progress from being a beginner to taking your skills to the next level by confidently applying data science techniques and tools to real-world projects. What you will learn Understand the key opportunities and challenges in data science Use Jupyter for data science tasks such as data analysis and modeling Run exploratory data analysis within a Jupyter Notebook Visualize data with pairwise scatter plots and segmented distribution Assess model performance with advanced validation techniques Parse HTML responses and analyze HTTP requests Who this book is for If you are an aspiring data scientist who wants to build a career in data science or a developer who wants to explore the applications of data science from scratch and analyze data in Jupyter using Python libraries, then this book is for you. …”

“…By the end, you will become skilled in effectively employing RL and deep RL in your real-world projects. What you will learn Understand core RL concepts including the methodologies, math, and code Train an agent to solve Blackjack, FrozenLake, and many other problems using OpenAI Gym Train an agent to play Ms Pac-Man using a Deep Q Network Learn policy-based, value-based, and actor-critic methods Master the math behind DDPG, TD3, TRPO, PPO, and many others Explore new avenues such as the distributional RL, meta RL, and inverse RL Use Stable Baselines to train an agent to walk and play Atari games Who this book is for If you're a machine learning developer with little or no experience with neural networks interested in artificial intelligence and want to learn about reinforcement learning from scratch, this..…”

“…You'll have also gained hands-on experience of working through several projects, which will help you advance in your career as a JavaScript developer. …”

“…Finally, you'll learn how to overcome common challenges in migrating data to and from Microsoft Power Platform using proven techniques. By the end of this book, you'll have the strategic perspective of an enterprise architect to make accurate architectural decisions for your complex Power Platform projects. …”

“…What you will learn Write code that allows software to be modified and adapted over time Implement the fail-pass-refactor methodology using a sample C# console application Address cross-cutting concerns with the help of software design patterns Write custom C# exceptions that provide meaningful information Identify poor quality C# code that needs to be refactored Secure APIs with API keys and protect data using Azure Key Vault Improve your code's performance by using tools for profiling and refactoring Who this book is for This coding book is for C# developers, team leads, senior software engineers, an..…”

“…Aus dem Inhalt: Datentypen, Kontrollstrukturen, Funktionen, Generatoren Modellieren mit Sequenzen, Dictionaries und Mengen Klassen, Objekte, Vererbung, Polymorphie Module nutzen und auf PyPI veröffentlichen Zeichenketten und reguläre Ausdrücke Grafische Benutzungsoberflächen mit tkinter und PyQt Threads und Events, Bildverarbeitung mit PIL Systemfunktionen, Testen und Performance-Analyse XML, CGI- und Internet-Programmierung, Datenbanken Wissenschaftliche Projekte mit NumPy Datenvisualisierung..…”

“…What you will learn Configure and customize a customer relationship management system Set up purchasing and receiving system functionality in your Odoo environment Understand manufacturing operations and processes with real-world examples Explore Odoo's financial accounting and reporting features Use Odoo's featured project management application to sort tasks Get to grips with the basics of Odoo administration and manage multi-company operations Who this book is for This book is for any IT professionals, business managers, and operation managers who are looking to gain a functional understanding of Odoo or trying to implement Odoo in their organization to improve their business processes. …”

“…By the end of the book, you'll have gained the knowledge you need to build your own games with exciting features from scratch What you will learn Set up your game development project in Visual Studio 2019 and explore C++ libraries such as SFML Explore C++ OOP by building a Pong game Understand core game concepts such as game animation, game physics, collision detection, scorekeeping, and game sound Use classes, inheritance, and references to spawn and control thousands of enemies and shoot rapid-fire machine guns Add advanced features to your game using pointers, references, and the STL Scale and reuse your game code by learning modern game programming design patterns Who this book is for This book is perfect for you if you have no C++ programming knowledge, you need a beginner-level refresher course, or you want to learn how to build games or just use games as an engaging way to learn C++. …”

“…Learn how to: Connect to the Internet, Bluetooth devices, Wi-Fi networks, and other iPhones, iPod touches, and iPads; take advantage of AirDrop to instantly share with other iOS and Mac users around you Use Siri to get information, write texts and emails, set reminders/appointments, and more just by speaking to your iPhone Customize your iPhone with folders, wallpaper, ringtones, and much more Configure and sync your information, and efficiently manage contacts, reminders, and calendars Communicate via FaceTime videoconferences, conference calls, text, email, and more Make the most of Safari to browse the Web and Mail to manage all of your email from one Inbox Listen to podcasts, find your way with Maps, and use other great iPhone apps Capture and edit photos and video; use the great camera features such as burst, timed and time-lapse photos, slow-motion video, and Live Photos View your photos, use them for wallpaper, and add them to your contacts or share them via email, AirDrop, and texts; use iCloud to automatically save and share your photos Find, download, install, and use awesome iPhone apps Take advantage of iCloud to keep your content and information in sync on all your devices BONUS MATERIAL Register Your Book at www.quepublishing.com/register to access Chapter 16, “Maintaining and Protecting Your iPhone and Solving Problems,” updates and Bonus Chapter, “Finding and Listening to Music.”…”

“…What You Will Learn The importance of software testing and its impact on software quality The options available for testing Java applications The architecture, features and extension model of JUnit 5 Writing test cases using the Jupiter programming model How to use the latest and advanced features of JUnit 5 Integrating JUnit 5 with existing third-party frameworks Best practices for writing meaningful JUnit 5 test cases Managing software testing activities in a living software project In Detail When building an application it is of utmost importance to have clean code, a productive environment and efficient systems in place. …”

“…Get familiar with presentation-quality network visualization tools, both programmable and interactive--such as Gephi, a CNA explorer. …”

“…Wie man es von »Uncle Bob« erwarten kann, beschreibt auch dieses Buch geradlinige, zielführende Lösungen für die realen Herausforderungen, mit denen Sie sich konfrontiert sehen werden – eben genau diejenigen, die für den Erfolg oder Misserfolg Ihrer Projekte maßgeblich sind. Sie erfahren, was Softwarearchitekten erreichen müssen – und welche Kerndisziplinen und -praktiken dafür erforderlich sind, wie Sie die wesentlichen Prinzipien des Softwaredesigns in Bezug auf die Funktionalität, die Komponententrennung und das Datenmanagement meistern, inwieweit Programmierparadigmen die Arbeit der Softwareentwickler einer Disziplin unterwerfen, die ihre Handlungsspielräume einschränkt, welche architektonischen Aspekte von entscheidender Bedeutung und welche eher unwesentliche »Details« sind, wie Sie optimale übergeordnete Strukturen für das Web, Datenbanken, Fat Clients, Konsolen und eingebettete Anwendungen implementieren, wie Sie geeignete Grenzen und Layer definieren sowie Komponenten und Services organisieren, warum Softwaredesigns und -architekturen scheitern und wie man solchen Fehlschlägen vorbeugen (oder auch beheben) k..…”

“…Go mobile: Find the right online service for making your photos available on mobile devices, based on your needs and which desktop photo management app you use. Protect your photos: Learn how to implement a backup strategy that will preserve all your data, not just your photos, and how to archive photos for the future…”

“…This guide shows you how to Recognize and avoid pitfalls that lead to poor user experiences Learn the crucial difference between design and mere decoration Put yourself in your users’ shoes—understand what they want (and where, when, and why) Quickly sketch and prototype user interfaces for easy refinement Test your sketches on real users or appropriate surrogates Integrate telemetry to capture the best possible usage information Use analytics to accurately interpret the data you’ve captured Solve unique experience problems presented by mobile environments Secure your app without compromising usability any more than necessary “Polish” your UX to eliminate user effort everywhere you can Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available…”

“…By the end of this book, you will have the ability to use every tool as needed to boost the efficiency of your C++ projects.What you will learnWrite specialized data structures for performance-critical codeUse modern metaprogramming techniques to reduce runtime calculationsAchieve efficient memory management using custom memory allocatorsReduce boilerplate code using reflection techniquesReap the benefits of lock-free concurrent programmingGain insights into subtle optimizations used by standard library algorithmsCompose algorithms using ranges libraryDevelop the ability to apply metaprogramming aspects such as constexpr, constraints, and conceptsImplement lazy generators and asynchronous tasks using C++20 coroutinesWho this book is forIf you're a C++ developer looking to improve the efficiency of your code or just keen to upgrade your skills to the next level, this book is for you…”

“…Highlights include: Complete video recordings of OSCON Portland 2019’s best keynotes, tutorials, and tech sessions offering hours of material to study and absorb at your own pace and schedule Keynotes, including Adam Jacob (Chef) on the war for the soul of open source; Kay Williams (Microsoft Azure) on lessons learned building a strong Kubernetes/VSCode open source community; Adrian Cockcroft (AWS) on leveraging cloud vendors to boost open source business success; and Pete Skomoroch (Workday) on the urgent need for a new open source ML development stack Tutorials offering deep dives into open source tech like Apache Kafka, Rust, extended Berkeley Packet Filters, Spring/Spring Boot, Ethereum DApps, Jenkins 2, Vault/Kubernetes, and Kubeflow The OSCON Business Summit: sessions offering an insider’s look at the open source implementations that have the most profound impact on business with talks by open source specialists at Uber, Pacific Life, Verizon Media, The Home Depot, Baidu, the BBC, and more Open Source do-it-now sessions, including Deb Nicholson’s (Software Freedom Conservancy) whirlwind tour of what not to do when running an open source project; Russell Rutledge’s (Nike) take on how to build an open source culture at your company; and Angie Jones (Applitools) and a panel of experts from Persea Consulting, Red Hat, Magento, and ForgeRock on the best ways to build and maintain open source communities Emerging Languages and Frameworks session..…”