Search results for ""author manny"

Etiquette expert Peter Post tackles the issues of real concern for today's men in this all-new edition of the "New York Times" bestseller. Completely updated and now in a convenient paperback format (with French flaps!), "Essential Manners for Men" draws from recent Post Institute surveys to cover a range of subject matter in three easy-to-follow parts - Daily Life, Social Life, and On the Job. Filled with accessible sidebars, tips, and stories from Peter's own experiences, "Essential Manners for Men" is quick, sharp, and sensible, with all new material including: Social Media: social networking, gaming, and the world of online dating; Communication: both in person - greetings, handshakes, and the all-important first impression - and on-the go-texting, emailing, and smart phones; Life Changes: dealing with bumps in the road, from divorce to layoffs; Weddings: the man's role in a wedding-from groom to best man to usher-and the changing nature of the bachelor party; and, Entertaining, dining, tipping and much more. "Essential Manners for Men" gives men the confidence they need to excel in their personal, social and business lives, and the know-how to navigate even the most difficult situations.

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Machine Learning with R, tidyverse, and mlr teaches readers how to gain valuable insights from their data using the powerful R programming language. In his engaging and informal style, author and R expert Hefin Ioan Rhys lays a firm foundation of ML basics and introduces readers to the tidyverse, a powerful set of R tools designed specifically for practical data science. Key Features · Commonly used ML techniques · Using the tidyverse packages to organize and plot your data · Validating model performance · Choosing the best ML model for your task · A variety of hands-on coding exercises · ML best practices For readers with basic programming skills in R, Python, or another standard programming language. About the technology Machine learning techniques accurately and efficiently identify patterns and relationships in data and use those models to make predictions about new data. ML techniques can work on even relatively small datasets, making these skills a powerful ally for nearly any data analysis task. Hefin Ioan Rhysis a senior laboratory research scientist in the Flow Cytometry Shared Technology Platform at The Francis Crick Institute. He spent the final year of his PhD program teaching basic R skills at the university. A data science and machine learning enthusiast, he has his own Youtube channel featuring screencast tutorials in R and R Studio.

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Gain in-depth knowledge about how companies manipulate and exploit personal data. A book that does not require particular technical knowledge – just mere curiosity to explore the subject. From tech experts to the general public, Data for All is the ground-breaking guide to help with the ways third parties use personal data. Written by bestselling author John K Thompson, this edition will aid your understanding of areas, such as The types of data you generate with every action, every day Where your data is stored, who controls it, and how much money they make from it How you can manage access and monetisation of your own data Restricting data access to only companies and organisations you want to support The history of how we think about data, and why that is changing The new data ecosystem is being built right now for your benefit About the technology For years, companies have had free rein to use every click, purchase, and “like” you make, to earn money. Now, across the globe, new laws have been written, passed, and are coming into force, giving individuals the right to access, delete, and monetise their own data. This book provides a vision of how you can use these laws, regulations, and services to directly benefit from your data in new and lucrative ways.

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To lead a data science team, you need to expertly articulate technology roadmaps, support a data-driven culture, and plan a data strategy that drives a competitive business plan. In this practical guide, you'll learn leadership techniques the authors have developed building multiple high-performance data teams. In How to Lead in Data Science you'll master techniques for leading data science at every seniority level, from heading up a single project to overseeing a whole company's data strategy. You'll find advice on plotting your long-term career advancement, as well as quick wins you can put into practice right away. Throughout, carefully crafted assessments and interview scenarios encourage introspection, reveal personal blind spots, and show development areas to help advance your career. Leading a data science team takes more than the typical set of business management skills. You need specific know-how to articulate technology roadmaps, support a data-driven culture, and plan a data strategy that drives a competitive business plan. Whether you're looking to manage your team better or work towards a seat at your company's top leadership table, this book will show you how.

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Kafka Streams is a library designed to allow for easy streamprocessing of data flowing into a Kafka cluster. Stream processing hasbecome one of the biggest needs for companies over the last few yearsas quick data insight becomes more and more important but currentsolutions can be complex and large, requiring additional tools toperform lookups and aggregations. Kafka Streams in Action teaches readers everything they need to knowto implement stream processing on data flowing into their Kafkaplatform, allowing them to focus on getting more from their datawithout sacrificing time or effort. By the end of the book, readers willbe ready to use Kafka Streams in their projects to reap the benefits ofthe insight their data holds quickly and easily. KEY FEATURES• Hands-on lessons• Step-by-step instructions• Thorough introduction to Kafka Streams This book is suitable for all Java (or JVM language) developerslooking to discover the world of stream processing and its manybenefits. Knowledge of Kafka is not required, but would be a bonus. ABOUT THE TECHNOLOGYKafka Streams is a library that allows you to perform per-eventprocessing of records. AUTHOR BIOBill Bejeck is a Kafka Streams contributor with over 13 years of softwaredevelopment experience. With 6 years working exclusively on the back-endand large data volumes, Bill currently uses Kafka to improve data flow todownstream customers.

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Master the demand forecasting skills you need to decide what resources to acquire, products to produce, and where and how to distribute them. For demand planners, S&OP managers, supply chain leaders, and data scientists. Demand Forecasting Best Practices is a unique step-by-step guide, demonstrating forecasting tools, metrics, and models alongside stakeholder management techniques that work in a live business environment. You will learn how to: Lead a demand planning team to improve forecasting quality while reducing workload Properly define the objectives, granularity, and horizon of your demand planning process Use smart, value-weighted KPIs to track accuracy and bias Spot areas of your process where there is room for improvement Help planners and stakeholders (sales, marketing, finances) add value to your process Identify what kind of data you should be collecting, and how Utilise different types of statistical and machine learning models Follow author Nicolas Vandeput's original five-step framework for demand planning excellence and learn how to tailor it to your own company's needs. You will learn how to optimise demand planning for a more effective supply chain and will soon be delivering accurate predictions that drive major business value. About the technology Demand forecasting is vital for the success of any product supply chain. It allows companies to make better decisions about what resources to acquire, what products to produce, and where and how to distribute them. As an effective demand forecaster, you can help your organisation avoid overproduction, reduce waste, and optimise inventory levels for a real competitive advantage.

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At its core, machine learning is about efficiently identifying patterns and relationships in data. Many tasks, such as finding associations among terms so you can make accurate search recommendations or locating individuals within a social network who have similar interests, are naturally expressed as graphs. Graph-Powered Machine Learning introduces you to graph technology concepts, highlighting the role of graphs in machine learning and big data platforms. You’ll get an in-depth look at techniques including data source modeling, algorithm design, link analysis, classification, and clustering. As you master the core concepts, you’ll explore three end-to-end projects that illustrate architectures, best design practices, optimization approaches, and common pitfalls. Key Features · The lifecycle of a machine learning project · Three end-to-end applications · Graphs in big data platforms · Data source modeling · Natural language processing, recommendations, and relevant search · Optimization methods Readers comfortable with machine learning basics. About the technology By organizing and analyzing your data as graphs, your applications work more fluidly with graph-centric algorithms like nearest neighbor or page rank where it’s important to quickly identify and exploit relevant relationships. Modern graph data stores, like Neo4j or Amazon Neptune, are readily available tools that support graph-powered machine learning. Alessandro Negro is a Chief Scientist at GraphAware. With extensive experience in software development, software architecture, and data management, he has been a speaker at many conferences, such as Java One, Oracle Open World, and Graph Connect. He holds a Ph.D. in Computer Science and has authored several publications on graph-based machine learning.

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Modern Fortran is natively parallel, so it's uniquely suited for efficiently handling problems like complex simulations, long-range predictions, and ultra-precise designs. If you're working on tasks where speed, accuracy, and efficiency matter, it's time to discover—or rediscover— Fortran. Modern Fortran: Building efficient parallel applications teaches you how to develop fast, efficient parallel applications with Fortran, an amazingly powerful and flexible programming language that forms the foundation of high performance computing for research, science and industry. Key Features · Parallel programming from the ground up · Working with variables and types · Module development in Fortran · Fortran with C, C++, and Python · Object-oriented and functional programming styles Written for developers, engineers, and computational scientists. No prior experience with Fortran in needed. About the technology Fortran is a general-purpose programming language that is dominant in engineering and scientific computing applications. It’s the leading language used in high performance (HPC) and parallel programming. Milan Curcic is a meteorologist and oceanographer. A Fortran programmer since 2006, he has worked with teams from United States Navy and NASA on developing and improving Earth system prediction models. Milan has authored two general-purpose Fortran libraries and is currently working on a startup porting Fortran to the cloud for weather and ocean prediction.

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HIGHLIGHTDesign more elegant programs by mastering the Clojure programminglanguage and the philosophy behind it.DESCRIPTIONClojure is a dynamic programming language that targets the JavaVirtual Machine. The Joy of Clojure goes beyond the syntax, andshows how to write fluent, idiomatic Clojure code. Readers will learnto approach programming challenges from a Functional perspectiveand master the Lisp techniques that make Clojure so elegant andefficient.According to the authors, there's a right way to do things in Clojure.This book will help readers think about problems the Clojure way,and recognize when they simply need to change the way they program.Not just another book about programming philosophy, The Joy ofClojure tackles hard software areas like concurrency, interoperability,performance, and more.KEY POINTSF• Tells the

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It is a truth universally acknowledged that girls just wanna have fun'If Bridgerton and Fleabag had a book baby, it would be Reputation. I inhaled it in one sitting' Sarra Manning'I had so much fun reading Reputation. It's a total blast' Louise O'NeillA classic romcom with a Regency-era twist, for fans of Mean Girls and Bridgerton.Abandoned by her parents in favour of a sea view, middle class Georgiana Ellers has moved to a new town to live with her dreary aunt and uncle. At a particularly dull dinner party, she meets the enigmatic Frances Campbell, a wealthy socialite and enchanting member of the in-crowd.Through Frances and her friends, Georgiana is introduced to a new world of wild parties, drunken debauchery, mysterious young men with strangely alluring hands, and the sparkling upper echelons of Regency society.But high society isn't all it's cracked up to be, and the price of entry might be more than Georgiana is willing to pay . . .Full of lavish parties, handsome men on horseback and laugh-out-loud humour, this is the summer read everyone's talking about.

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Entity Framework Core in Action, Second Edition is an in-depth guide to reading and writing databases with EF Core. Revised from the bestselling original edition, it’s filled with over 100 diagrams, code snippets, and examples—including building and scaling your own bookselling web application. Learn from author Jon Smith’s extensive experience working with EF Core in production, as you discover time-saving patterns and best practices for security, performance tuning, unit testing, and all the book’s code is available on GitHub. about the technologyEntity Framework Core is an object-relational mapper (ORM) that bridges the gap between your C# code and the commands required to access relational databases. As Microsoft’s recommended data access technology, it automatically maps your classes and code to the tables and views of a database—making it radically easier to query and write to databases from a .NET application. It allows you to query and write to your database using standard LINQ commands, and it will even automatically generate the model from your database schema. Now that .NET Core 5 is Microsoft’s primary development system, it’s never been more important to master Entity Framework Core. about the book Entity Framework Core in Action, Second Edition is a comprehensive guide to accessing databases from .NET applications. Updated and upgraded with new content, new diagrams, and new examples, this second edition of the bestselling original begins with a clear breakdown of Entity Framework, along with the mental model behind ORM. You’ll discover time-saving patterns and best practices for security, performance tuning, and even unit testing, as well as tips and tricks developed by the author through their extensive experience working on different client applications. As you go, you’ll address common data access challenges and learn how to handle them with Entity Framework. what's inside Read and write databases with Entity Framework Core Configure EF Core to define every table and column in your database Update your schema as your app grows Using EF Core with ASP.NET Core web applications Write and test business logic for database access Looking at different architectures to use with EF Core about the readerFor .NET developers with beginning-to-intermediate experience using relational databases. about the author Jon P. Smith is an independent principal software developer and architect with a special focus on .NET Core and Azure. He mainly works on the back-end of client applications, typically using EF Core and ASP.NET Core web applications. He is a working developer with clients from the USA and UK, typically designing and writing large sections of an application.

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Have you ever wondered why dogs struggle to learn polite manners such as Come and Off, but they seem to naturally pick up Paw and Fetch? Because these things are fun, of course! Dogs are playful animals, and they learn best when they enjoy the task at hand. Play Your Way to Good Manners shows you how to approach your dog's manners training as a collection of cool tricks, exciting sports moves and interactive games, changing your dog's attitude from "I have to do it" to "I want to do it." Accomplished dog trainers Kate Naito and Sarah Westcott have drawn from techniques used in canine sports, games and trick training, and applied them to a positive-reinforcement manners training program that you and your dog can easily follow.

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HIGHLIGHT Open Source SOA shows readers how to build state-of-the-art SOA applications using freely-available open-source technologies. DESCRIPTION You can build a world-class SOA infrastructure entirely using popular, and mature, open-source applications. Unfortunately, the technical documentation for most open-source projects focuses on a specific product, the big SOA picture. You're left to your own devices to figure out how to cobble together a full solution from the various bits. In other words, unless you already know how Mule and Tuscany work with jBPM, you're stuck. Open Source SOA shows readers how to build an entire SOA application using open-source technologies. It shows readers how to apply key ideas like Enterprise Service Bus (ESB) design and Business Process Management (BPM) and learn the tools and techniques to implement them effectively. To pull everything together, the author describes real-life case studies from his own work to tie together all the principles and practices. These hard-to-find case studies are pure gold for the reader, as most developers keep these trade secrets to themselves. KEY POINTS • Theory—what SOA really represents • Enablers—SOA core technologies • Open-source applications that address the core technology • Best-of-breed open-source solutions • Real-life case studies MARKET INFORMATION SOA is a fact of life for enterprise developers. Open source technologies have caught up with—and in many cases, surpassed—their commercial rivals in terms of power, ease of use, and sophistication. This book shows a Java EE developer how to apply SOA techniques using the best-of-breed open-sources tools.

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So close geographically, how could France and England be so enormously far apart gastronomically? Not just in different recipes and ways of cooking, but in their underlying attitudes toward the enjoyment of eating and its place in social life. In a new afterword that draws the United States and other European countries into the food fight, Stephen Mennell also addresses the rise of Asian influence and "multicultural" cuisine. Debunking myths along the way, All Manners of Food is a sweeping look at how social and political development has helped to shape different culinary cultures. Food and almost everything to do with food, fasting and gluttony, cookbooks, women's magazines, chefs and cooks, types of foods, the influential difference between "court" and "country" food are comprehensively explored and tastefully presented in a dish that will linger in the memory long after the plates have been cleared.

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DESCRIPTION Although Spring Framework simplifies enterprise Java development, it can require a lot from developers in terms of framework configuration. Spring Boot radically streamlines the process of creating Spring applications by employing automatic configuration, along with a programming model built around established conventions for build-time and runtime dependencies. It also provides a component that gives insight into the internals of a running application and a handy CLI that can be used to write command-line scripts in Groovy. Developers who have used Spring Boot say that they can't imagine ever going back to hand-configuring their applications. Spring Boot in Action is a developer-focused guide to writing applications using Spring Boot. It shows readers how to bypass the tedious configuration steps so that they can concentrate on their application's behavior. Using interesting, relevant examples, Spring expert Craig Walls shows both how to use the default settings effectively and how to override and customize Spring Boot for each unique environment. Along the way, it offers insights from Craig's years of Spring development experience. KEY SELLING POINTS Practical hands-on guide Quickly develop Spring applications Author insights based on years of Spring Development Covers newest features of Spring Boot AUDIENCE Written for readers familiar with the Spring Framework. ABOUT THE TECHNOLOGY Spring Boot brings a convention-over-configuration programming model to the Spring Framework. With Spring Boot, Spring developers can focus on producing application functionality with little effort spent on configuring Spring itself.

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Learn your very first manners in a book that's indestructible. Let's be kind-and share our toys. Let's be kind-and help around the house. Let's be kind-and always say "Good night." Indestructibles is the trusted series for easing little ones into story time. Beloved by babies and their parents, Indestructibles are built for the way babies "read" (i.e., with their hands and mouths) and are: * Rip Proof-made of ultra-durable tight-woven material* Waterproof-can be chewed on, drooled on, and washed! * Emergent Literacy Tool-bright pictures and few or no words encourage dialogic reading * Portable-lightweight books can go anywhere, perfect for the diaper bag and for travel * Safe for Baby-meets ASTM safety standards

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DESCRIPTION The modern "data center" is a complex arena, with physical and virtual servers, multiple OS environments, and complex networking that frequently spans multiple locations. The need to simplify has never been greater. Mesos, an innovative open-source cluster management platform, transforms the whole data center into a single pool of compute, memory, and storage resources that can be allocated, automated, and scaled as if working with a single super-computer. Mesos is an ideal environment for deploying containerized applications at scale, and it's generating a huge buzz in the big data world as a saner environment for running Spark and Hadoop. Mesos in Action introduces the Apache Mesos cluster manager and the concept of application-centric infrastructure. It guides readers from their first steps in deploying a highly-available Mesos cluster through deploying applications in production and writing native Mesos frameworks. It will show how to scale to thousands of nodes, while providing resource isolation between processes using Linux and Docker containers. It contains practical techniques for deploying applications using popular key frameworks, including Marathon, Chronos, and Aurora. Along the way, the book dives into Mesos internals, including fault tolerance, slave attributes, and resource scheduling and Mesos administration, including logging, monitoring, framework authorization, and slave recovery. KEY FEATURES  Gets readers up and running quickly  Covers need to know key concepts  Combines community knowledge with real-world experience AUDIENCE Readers should be familiar with the core ideas of data center administration, including networking, virtualization, and application deployment on Linux systems. The Python-based code examples should be clear to readers using Mesos bindings for other popular languages, including C++, Go, and Scala. ABOUT THE TECHNOLOGY Apache Mesos is clustering software that allows IT professionals to abstract datacenter resources – CPU, memory, and storage – away from physical and virtual infrastructure and into a Mesos cluster. This allows software developers to write applications that use entire data centers as if they were a single, large computer.

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Unlike any other programming language, Haskell is purely functionalwith a strong type system and lazy evaluation. It is arguable the mostinteresting language but also has the reputation of being one of themost challenging to learn. Learning Haskell doesn't have to bedifficult, and this book can help! Get Programming with Haskell introduces you to the Haskell languagewithout drowning you in academic jargon and heavy functionalprogramming theory. By working through 43 easy-to-follow lessons,you'll learn Haskell by doing Haskell. This book starts with firstconcepts, building your knowledge with concrete examples andexercises. You'll learn to think the Haskell way, as you start tounderstand the language and how to use it effectively. And you'll reallyappreciate the crystal-clear illustrations, quick-checks, and open-endedtasks that make sure you're solid on each new concept before you movealong! KEY FEATURES• Full of interesting examples• Easy approach to functional programming basics• Write safe, predictable code with fewer bugs• Lots of illustrations and exercises Readers should have some experience with JavaScript, Python orRuby. No functional programming or math skills required. ABOUT THE TECHNOLOGYHaskell is a purely functional programming language. It treats programs asmuch like math as you can, requires you to think more than you type, andcan express the idea of infinite lists in code! These are just the more obviousfeatures that make Haskell unlike any other programming language AUTHOR BIOWill Kurt currently works as a Data Scientist at Quick Sprout. With aformal background in both Computer Science (MS) and English Literature(BA) he is fascinated with explaining complex technical topics as clearlyand generally as possible. He has taught a course section on Haskell at theUniversity of Nevada, Reno and given workshops on FunctionalProgramming. He also blogs about probability at CountBayesie.com.

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Mastering the human form for portraiture is one of the most challenging subjects for a beginning artist to learn. Packed with practical instructions, helpful tips, and fundamental techniques, this comprehensive, 144-page drawing book is your essential resource for learning to draw the human form and poses with ease.The Art of Figure Drawing for Beginners features instruction for learning how to render the head, body, and extremities using very basic shapes, as well as drawing mannequins placed in a variety of configurations. The book's informative, easy-to-follow content covers figure drawing essentials, including: An overview of basic anatomy Natural variations in shape, texture, and proportion Helpful techniques for rendering humans in single and group poses Information for working with the tools of the trade Whether you are a beginning artist, art enthusiast, or serious fine art student, The Art of Figure Drawing for Beginners is a must-have reference. The Collector's Series offers approachable, step-by-step art instruction for a variety of mediums and subjects, such as drawing, oil, acrylic, watercolor, cartooning, calligraphy, and more. Perfect for beginning artists, each title features artist tips for drawing or painting anything and everything from people, animals, and still life to flowers, trees, and landscapes.

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Spring Security in Action shows you how to use Spring Security to create applications you can be confident will withstand even the most dedicated attacks. Starting with essential “secure by design” principles, you’ll learn common software vulnerabilities and how to avoid them right from the design stage. Through hands-on projects, you’ll learn to manage system users, configure secure endpoints, and use, OAuth2 and OpenID Connect for authentication and authorization. As you go, you’ll learn how to adapt Spring Security to different architectures, such as configuring Spring Security for Reactive applications and container-based applications orchestrated with Kubernetes. When you’re done, you’ll have a complete understanding of how to use Spring Security to protect your Java enterprise applications from common threats and attacks. Key Features · The principles of secure by design · The architecture of Spring Security · Spring Security contracts for password encoding, cryptography, and authentication · Applying Spring Security to different architecture styles For experienced Java developers with knowledge of other Spring tools. About the technology Your applications, along with the data they manage, are one of your organization’s most valuable assets. No company wants their applications easily cracked by malicious attackers or left vulnerable by avoidable errors. The specialized Spring Security framework reduces the time and manpower required to create reliable authorization, authentication, and other security features for your Java enterprise software. Thanks to Spring Security, you can easily bake security into your applications, from design right through to implementation. Laurentiu Spilca is a dedicated development lead and trainer at Endava, where he leads the development of a project in the financial market of European Nordic countries. He has over ten years experience as a Java developer and technology teacher.

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Web APIs are everywhere, giving developers an efficient way to interact with applications, services, and data. Well-designed APIs are a joy to use; poorly-designed APIs are cumbersome, confusing, and frustrating. The Design of EverydayAPIs is a practical, example packed guide to crafting extraordinary web APIs. Author Arnaud Lauret demonstrates fantastic design principles and techniques you can apply to both public and private web APIs. The Design of Everyday APIs introduces you to the challenging and creative world of API design. In this experience-driven guide, you'll learn to think like an API designer, embracing effective practices for requirements gathering, blending business and technical goals, and adopting a consumer-first mindset. You'll master the lifecycle of web API design, including the all-important secure-by-design approach. This book teaches principles that can be applied in any style of API. Most examples are illustrated using REST and the OpenAPI specification. Written for developers with minimal experience building and consuming APIs. Key Features Characteristics of a well-designed API Explore the full API design lifecycle Designing user-oriented APIs Secure APIs by design Evolving existing APIs Validating your API designs Arnaud Lauret is a software architect with 15 years of experience in the banking industry. He has spent a decade using, designing, and building APIs. He’s known on the web as the API Handyman (http://apihandyman.io) and is the creator the API Stylebook (http://apistylebook.com), a collection of resources for API designers.

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Kickstart a career in cyber security by learning how to adapt your existing technical and non-technical skills with Cyber Defenders' CareerGuide. Cyber Defenders' Career Guide unlocks your pathway to becoming a great security practitioner. You'll learn how toreliably enter the security field and quickly grow into your new career, following clear, practical advice that's based on research and interviews with hundreds of hiring managers. Author Alyssa Miller has spent over adecade in cyber security leadership and talent development, and she shares her unique perspective in this revealing industry guide. By some estimates, there are over 4 million unfilled jobs in cybersecurity. This important field is growing fast, with a huge demand for skilled recruits. But where do you start? How can you know you're ready? This book isyour invaluable guide to starting and navigating a rewarding security career.

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Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you, and your deep learning skills, become more sophisticated. Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch. This book takes you into a fascinating case study: building an algorithm capable of detecting malignant lung tumors using CT scans. As the authors guide you through this real example, you'll discover just how effective and fun PyTorch can be. Key features • Using the PyTorch tensor API • Understanding automatic differentiation in PyTorch • Training deep neural networks • Monitoring training and visualizing results • Interoperability with NumPy Audience Written for developers with some knowledge of Python as well as basic linear algebra skills. Some understanding of deep learning will be helpful, however no experience with PyTorch or other deep learning frameworks is required. About the technology PyTorch is a machine learning framework with a strong focus on deep neural networks. Because it emphasizes GPU-based acceleration, PyTorch performs exceptionally well on readily-available hardware and scales easily to larger systems. Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch.

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Take the pain out of managing serverless applications. Knative, a collection of Kubernetes extensions curated by Google, simplifies building and running serverless systems. Knative in Action guides you through the Knative toolkit, showing you how to launch, modify, and monitor event-based apps built using cloud-hosted functions like AWS Lambda. You’ll learn how to use Knative Serving to develop software that is easily deployed and autoscaled, how to use Knative Eventing to wire together disparate systems into a consistent whole, and how to integrate Knative into your shipping pipeline. about the technologyWith Knative, managing a serverless application’s full lifecycle is a snap. Knative builds on Kubernetes orchestration features, making it easy to deploy and run serverless apps. It handles low-level chores—such as starting and stopping instances—so you can concentrate on features and behavior. about the book Knative in Action teaches you to build complex and efficient serverless applications. You’ll dive into Knative’s unique design principles and grasp cloud native concepts like handling latency-sensitive workloads. You’ll deliver updates with Knative Serving and interlink apps, services, and systems with Knative Eventing. To keep you moving forward, every example includes deployment advice and tips for debugging. what's inside Deploy a service with Knative Serving Connect systems with Knative Eventing Autoscale responses for different traffic surges Develop, ship, and operate software about the readerFor software developers comfortable with CLI tools and an OO language like Java or Go. about the author Jacques Chester has worked in Pivotal and VMWare R&D since 2014, contributing to Knative and other projects.

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The Elixir language blends the battle-tested power and stability of the Erlang virtual machine with an approachable and expressive syntax. Elixir in Action, Second Edition teaches you how to use the Elixir programming language to solve the practical problems of scalability, fault tolerance, and high availability. This new edition is fully updated to cover Elixir 1.6 with new and improved code examples. Key Features · Fully updated · Practical introduction to Elixir · Functional and concurrent programming idioms · Mastering the OTP framework Audience Requires no previous experience with Elixir, Erlang, or OTP. Written for readers who are familiar with another programming language like Ruby, JavaScript, or C#. Author Bio Saša Jurić is a developer with extensive experience using Elixir and Erlang in complex server-side systems.

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Imagine predicting which customers are thinking about switching to a competitor or flagging potential process failures before they happen Think about the benefits of automating tedious business processes and back-office tasks Consider the competitive advantage of making decisions when you know the most likely future events Machine learning can deliver these and other advantages to your business, and it’s never been easier to get started! Machine Learning for Business teaches you how to make your company more automated, productive, and competitive by mastering practical, implementable machine learning techniques and tools. Thanks to the authors’ down-to-earth style, you’ll easily grok why process automation is so important and why machine learning is key to its success. In this hands-on guide, you’ll work through seven end-to-end automation scenarios covering business processes in accounts payable, billing, payroll, customer support, and other common tasks. Using Amazon SageMaker (no installation required!), you’ll build and deploy machine learning applications as you practice takeaway skills you’ll use over and over. By the time you’re finished, you’ll confidently identify machine learning opportunities in your company and implement automated applications that can sharpen your competitive edge! Key Features Identifying processes suited to machine learning Using machine learning to automate back office processes Seven everyday business process projects Using open source and cloud-based tools Case studies for machine learning decision making For technically-inclined business professionals or business developers. No previous experience with automation tools or programming is necessary. Doug Hudgeon runs a business automation consultancy, putting his considerable experience helping companies set up automation and machine learning teams to good use. In 2000, Doug launched one of Australia’s first electronic invoicing automation companies. Richard Nichol has over 20 years of experience as a data scientist and software engineer. He currently specializes in maximizing the value of data through AI and machine learning techniques.

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"This book is a comprehensive roadmap to the most crucial fix for today's broken Internet." - Brian Behlendorf, GM for Blockchain, Healthcare and Identity at the Linux Foundation In a world of changing privacy regulations, identity theft, and online anonymity, identity is a precious and complex concept. Self-Sovereign Identity (SSI) is a set of technologies that move control of digital identity from third party “identity providers”directly to individuals, and it promises to be one of the most important trendsfor the coming decades. Now in Self-Sovereign Identity, privacy and personal data experts Drummond Reed and Alex Preukschat lay out a roadmap for a futureof personal sovereignty powered by the Blockchain and cryptography. Cutting through the technical jargon with dozens of practical use cases from experts across all major industries, it presents a clear and compelling argument for why SSI is a paradigm shift, and shows how you can be ready to be prepared forit. about the technology Trust onthe internet is at an all-time low. Large corporations and institutions control our personal data because we've never had a simple, safe, strong way to prove who we are online. Self-sovereign identity (SSI) changes all that. about the book In Self-Sovereign Identity: Decentralized digital identity and verifiable credentials, you'll learn how SSI empowers us to receive digitally-signed credentials, store them in private wallets, and securely prove our online identities. It combines a clear, jargon-free introduction to this blockchain-inspired paradigm shift with interesting essays written by its leading practitioners. Whether for property transfer, ebanking, frictionless travel, or personalized services, the SSI model for digital trust will reshape our collective future. what's inside · The architecture of SSI software and services · The technical, legal, and governance concepts behind SSI · How SSI affects global business industry-by-industry · Emerging standards for SSI about the reader For technology and business readers. No prior SSI, cryptography, or blockchain experience required. aboutthe author Drummond Reed is the Chief Trust Officer at Evernym, a technology leader in SSI. Alex Preukschat is the co-founder of SSIMeetup.org and AlianzaBlockchain.org.

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Description Aurelia is a web framework that makes it much easier to create single page web applications. Aurelia was written with ES6, so modern JavaScript design principles are baked in from the ground level. Aurelia in Action teaches readers how to build fantastic single page applications with the Aurelia framework. By the end of the book, readers will be able to tune, secure, and deploy their finished SPAs, giving them everything they need to create modern web apps for a modern world. Key features · Step-by-step instructions · Hands-on examples · Clear introduction Audience Written for developers comfortable with JavaScript and MVC-style web development. Some experience with ES6 is helpful, but not required. About the technology Adopting a Rails-like convention-over-configuration mindset, Aurelia makes it a snap to start even complex projects, because the most common design principles and best practices are implemented in new projects by default. Author biography Sean Hunter is a software developer in Melbourne, Australia with 9 years of web development experience.

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A jargon-free, practical guide to the key concepts, terminology, and technologies of cybersecurity perfect for anyone planning or implementing a security strategy. Go behind the headlines of famous attacks and learn lessons from real-world breaches that author Tom Kranz has personally helped to clean up. Making Sense of Cyber Security is full of clear-headed advice and examples that will help you identify risks in your organization and choose the right path to apply the important security concepts effectively. Making Sense of Cyber Security is a no-nonsense overview of common cyber threats. Written for readers at all skill levels, this easy-to-read guide breaks down the core ideas and terminology of cybersecurity so that you can effectively contribute to the planning and implementation of a security strategy. You'll learn the three pillars of a successful security strategy and how to create and apply threat models that will iteratively improve your organization's readiness about the technology Every high-profile data breach underlines the need for cybersecurity. A proper understanding of threats, vulnerabilities, and most-likely attacks empowers you to make better decisions and mitigate risks. about the book Making Sense of Cyber Security is a no-nonsense overview of common cyber threats. Written for readers at all skill levels, this easy-to-read guide breaks down the core ideas and terminology of cybersecurity so that you can effectively contribute to the planning and implementation of a security strategy. You'll learn the three pillars of a successful security strategy and how to create and apply threat models that will iteratively improve your organization's readiness. Renowned security expert Tom Kranz teaches you to think like a hacker, ensuring you can spot your own weak points and evaluate risks in new technologies or processes. You'll cement this mindset by planning your own penetration test—taking on the role of the attacker in a simulated hack against an asset management firm. Finally, you'll work through a real-world security breach, learning how to respond to live threats and apply the lessons learned to your own organization.

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Probabilistic Deep Learning shows how probabilistic deep learning models gives readers the tools to identify and account for uncertainty and potential errors in their results. Starting by applying the underlying maximum likelihood principle of curve fitting to deep learning, readers will move on to using the Python-based Tensorflow Probability framework, and set up Bayesian neural networks that can state their uncertainties. Key Features · The maximum likelihood principle that underlies deep learning applications · Probabilistic DL models that can indicate the range of possible outcomes · Bayesian deep learning that allows for the uncertainty occurring in real-world situations · Applying probabilistic principles to variational auto-encoders Aimed at a reader experienced with developing machine learning or deep learning applications. About the technology Probabilistic deep learning models are better suited to dealing with the noise and uncertainty of real world data —a crucial factor for self-driving cars, scientific results, financial industries, and other accuracy-critical applications. Oliver Dürr is professor for data science at the University of Applied Sciences in Konstanz, Germany. Beate Sick holds a chair for applied statistics at ZHAW, and works as a researcher and lecturer at the University of Zurich, and as a lecturer at ETH Zurich. Elvis Murina is a research assistant, responsible for the extensive exercises that accompany this book. Dürr and Sick are both experts in machine learning and statistics. They have supervised numerous bachelors, masters, and PhD the seson the topic of deep learning, and planned and conducted several postgraduate and masters-level deep learning courses. All three authors have been working with deep learning methods since 2013 and have extensive experience in both teaching the topic and developing probabilistic deep learning models.

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Fully updated to ASP.NET 5.0, ASP.NET Core in Action, Second Edition is a hands-on primer to building cross-platform web applications with your C# and .NET skills. Even if you’ve never worked with ASP.NET you’ll start creating productive cross-platform web apps fast. And don’t worry about late-breaking changes to ASP.NET Core. With this Manning Early Access Program edition you’ll get updates right up until it ships to the printer, so you’re always working with the latest version of the technology. about the technologyASP.NET Core is a highly flexible, high performance cross platform web framework that’s entirely free and open source. ASP.NET Core developers enjoy choice without compromise, benefiting from both a mature, well-supported stack and the freedom to develop and deploy from and onto any cloud or on-prem platform. Now in version 5.0, the latest version of ASP.NET Core includes powerful new additions for building server-side apps and background services. about the book ASP.NET Core in Action, Second Edition opens up the world of cross-platform web development with ASP.NET Core. You’ll start with a crash course in .NET Core, immediately cutting the cord between ASP.NET and Windows. Then, you’ll begin to build amazing web applications step by step, systematically adding essential features like logins, configuration, dependency injection, and custom components. Along the way, you’ll mix in important process steps like testing, multiplatform deployment, and security. Fully updated to version 5.0, this new edition fully covers new features such as server-side apps with Razor Pages, and the new ASP.NET Core hosting paradigm. what's inside Covers ASP.NET Core 5.0 Dynamic page generation with the Razor templating engine Server-side apps with Razor Pages Authentication and authorization Unit tests and integration tests for ASP.NET Core apps Create a Web API for serving JSON to client-side applications Developing ASP.NET Core apps for non-Windows servers about the readerReaders need intermediate experience with C# or a similar language. about the author Andrew Lock is a Microsoft MVP who has been working with ASP.NET Core since before the first release. He has a PhD in digital image processing, and has been developing professionally using .NET for the last 10 years.

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Sharpen your coding skills by exploring established computer science problems! Classic Computer Science Problems in Java challenges you with time-tested scenarios and algorithms. You’ll work through a series of exercises based in computer science fundamentals that are designed to improve your software development abilities, improve your understanding of artificial intelligence, and even prepare you to ace an interview. Classic Computer Science Problems in Java will teach you techniques to solve common-but-tricky programming issues. You’ll explore foundational coding methods, fundamental algorithms, and artificial intelligence topics, all through code-centric Java tutorials and computer science exercises. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems! Key Features · Recursion, memorization, bit manipulation · Search algorithms · Constraint-satisfaction problems · Graph algorithms · K-means clustering For intermediate Java programmers. About the technology In any computer science classroom you’ll find a set of tried-and-true algorithms, techniques, and coding exercises. These techniques have stood the test of time as some of the best ways to solve problems when writing code, and expanding your Java skill set with these classic computer science methods will make you a better Java programmer. David Kopec is an assistant professor of computer science and innovation at Champlain College in Burlington, Vermont. He is the author of Dart for Absolute Beginners (Apress, 2014), Classic Computer Science Problems in Swift (Manning, 2018), and Classic Computer Science Problems in Python (Manning, 2019).

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DESCRIPTION WMI, Windows Management Instrumentation, provides a standard infrastructure for managing all aspects of Windows-based systems.WMI isn't new, but now that administrators can script it using PowerShell, it's just gotten infinitely easier to use! Taken together, WMI and PowerShell create an extraordinarily powerful mechanism automating the management of servers, networks, and remote Windows computers. PowerShell and WMI is an example-driven guide for administrators managing networks of Windows servers and desktops. With over 150 specific examplesΥXincluding ready-to-reuse scripts and techniquesΥXreaders will learn the ins and outs of automating WMI via PowerShell2. The author provides deep coverage of all aspects of Windows administration, including IIS, DNS and Hyper-V. KEY POINTS „h In-depth guide to PowerShell and WMI „h Packed with over 150 practical, field-tested techniques „h Written by a PowerShell MVP

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The Spark distributed data processing platform provides an easy-to-implement tool for ingesting, streaming, and processing data from any source. In Spark in Action, Second Edition, you’ll learn to take advantage of Spark’s core features and incredible processing speed, with applications including real-time computation, delayed evaluation, and machine learning. Unlike many Spark books written for data scientists, Spark in Action, Second Edition is designed for data engineers and software engineers who want to master data processing using Spark without having to learn a complex new ecosystem of languages and tools. You’ll instead learn to apply your existing Java and SQL skills to take on practical, real-world challenges. Key Features · Lots of examples based in the Spark Java APIs using real-life dataset and scenarios · Examples based on Spark v2.3 Ingestion through files, databases, and streaming · Building custom ingestion process · Querying distributed datasets with Spark SQL For beginning to intermediate developers and data engineers comfortable programming in Java. No experience with functional programming, Scala, Spark, Hadoop, or big data is required. About the technology Spark is a powerful general-purpose analytics engine that can handle massive amounts of data distributed across clusters with thousands of servers. Optimized to run in memory, this impressive framework can process data up to 100x faster than most Hadoop-based systems. Author BioAn experienced consultant and entrepreneur passionate about all things data, Jean-Georges Perrin was the first IBM Champion in France, an honor he’s now held for ten consecutive years. Jean-Georges has managed many teams of software and data engineers.

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Functional Programming in Kotlin is a reworked version of the bestselling Functional Programming in Scala, with all code samples, instructions, and exercises translated into the powerful Kotlin language. In this authoritative guide, you’ll take on the challenge of learning functional programming from first principles, and start writing Kotlin code that’s easier to read, easier to reuse, better for concurrency, and less prone to bugs and errors. about the technologyKotlin is a new JVM language designed to interoperate with Java and offer an improved developer experience for creating new applications. It’s already a top choice for writing web services, and Android apps. Although it preserves Java’s OO roots, Kotlin really shines when you adopt a functional programming mindset. By learning the core principles and practices of functional programming outlined in this book, you’ll start writing code that’s easier to read, easier to test and reuse, better for concurrency, and less prone to bugs. about the book Functional Programming in Kotlin is a serious tutorial for programmers looking to learn FP and apply it to the everyday business of coding. Based on the bestselling Functional Programming in Scala, this book guides intermediate Java and Kotlin programmers from basic techniques to advanced topics in a logical, concise, and clear progression. In it, you'll find concrete examples and exercises that open up the world of functional programming. The book will deliver practical mastery of FP using Kotlin and a valuable perspective on program design that you can apply to other languages. what's inside Functional programming techniques for real-world applications Write combinator libraries Identify common structures and idioms in functional design Code for simplicity, modularity, and fewer bugs about the readerFor intermediate Kotlin and Java developers. No experience with functional programming is required. about the author Marco Vermeulen has almost two decades of programming experience on the JVM, with much of that time spent on functional programming using Scala and Kotlin. Rúnar Bjarnason and Paul Chiusano are the authors of Functional Programming in Scala, on which this book is based. They are internationally-recognized experts in functional programming and the Scala programming language.

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Spring is a massive ecosystem and a must-learn tool for Java developers. Spring Start Here introduces you to Java development with Spring by concentrating on the core concepts you'll use in every application you build. You'll learn how to refactor an existing application to Spring, how to use Spring tools to make SQL database requests and REST calls, and how to secure your projects with Spring Security. Spring Start Here teaches you how to build professional-quality applications using Spring and Spring Boot. You'll start with the core components of the framework and then learn how features like Spring Boot simplify the tedious repetitive tasks you face in every project. When you're done, you'll be able to create Spring apps, secure them with authentication and authorization, and move on to the next exciting steps of your Spring journey. Spring Framework is packed with features to make your applications fast, maintainable, robust and secure. This extensive ecosystem of tools for cloud computing, microservices, and more have made it the de facto choice for building enterprise Java applications.

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Build professional quality web applications using Python and the Django 5.0 web framework.The Django web application framework powers huge sites like Netflix, Dropbox, YouTube, and Spotify. Learn how it can power your web apps too! In this hands-on book, you’ll begin building a fully functional web application with Django starting with chapter 1. In Django in Action you’ll: Build a multi-user web site in Django Read, write, and manage data Create reusable and composable HTML templates Manage user data including form submissions and file uploads Set up authentication, authorization, and per-person-per-page permissions Manage the backend using the Django Admin tool Discover Django libraries and plugins Django in Action is the perfect way to get started for new Django developers creating their first Python-based web apps. It’s written by Christopher

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