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  • Online-Ressource  (1.376)
  • [Erscheinungsort nicht ermittelbar] : Packt Publishing  (1.376)
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  • Online-Ressource  (1.376)
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  • 1
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781789616729
    Sprache: Englisch
    Seiten: 1 online resource (382 pages)
    Ausgabe: 2nd edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learn Key Features Exploit the power of Python to explore the world of data mining and data analytics Discover machine learning algorithms to solve complex challenges faced by data scientists today Use Python libraries such as TensorFlow and Keras to create smart cognitive actions for your projects Book Description The surge in interest in machine learning (ML) is due to the fact that it revolutionizes automation by learning patterns in data and using them to make predictions and decisions. If you're interested in ML, this book will serve as your entry point to ML. Python Machine Learning By Example begins with an introduction to important ML concepts and implementations using Python libraries. Each chapter of the book walks you through an industry adopted application. You'll implement ML techniques in areas such as exploratory data analysis, feature engineering, and natural language processing (NLP) in a clear and easy-to-follow way. With the help of this extended and updated edition, you'll understand how to tackle data-driven problems and implement your solutions with the powerful yet simple Python language and popular Python packages and tools such as TensorFlow, scikit-learn, gensim, and Keras. To aid your understanding of popular ML algorithms, the book covers interesting and easy-to-follow examples such as news topic modeling and classification, spam email detection, stock price forecasting, and more. By the end of the book, you'll have put together a broad picture of the ML ecosystem and will be well-versed with the best practices of applying ML techniques to make the most out of new opportunities. What you will learn Understand the important concepts in machine learning and data science Use Python to explore the world of data mining and analytics Scale up model training using varied data complexities with Apache Spark Delve deep into text and NLP using Python libraries such NLTK and gensim Select and build an ML model and evaluate and optimize its performance Implement ML algorithms from scratch in Python, TensorFlow, and scikit-learn Who this book is for If you're a machine learning aspirant, data analyst, or data engineer highly passionate about machine learning and want to begin working on ML assignments, this book is for you. Prior knowledge of Python coding is assumed and basic fami...
    Anmerkung: Online resource; Title from title page (viewed February 28, 2019) , Mode of access: World Wide Web.
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  • 2
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800567870
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 5 hr., 34 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Get to grips with MongoDB and learn how it is used in the real-world to scale applications About This Video Find out why MongoDB is an excellent choice of database Discover how to connect MongoDB to cloud services and local databases Become familiar with sharding, testing, indexing, and replication In Detail MongoDB is a popular choice among companies such as MTV, Craigslist, IBM, Uber, and eBay. If you want to develop MongoDB skills and build applications that scale, this course is for you. In no time, you’ll cover the basic as well as advanced MongoDB topics and get ready to apply your skills in the real world. The course begins with an introduction to MongoDB, guiding you through the installation process and helping you understand how MongoDB is different from other traditional NoSQL databases. With the help of a practical exercise, you’ll learn how to connect MongoDB to an active Node.js server and advance to building schemas with prescribed datatypes, MongoDB methods, and the mongoose library. You’ll also discover the benefits of domain-driven design principles. This course will show you how to perform operations such as posts, queries, and updates on your MongoDB database and give you an overview of embedded documents. Finally, you’ll cover topics such as unit testing, pagination, indexing, sharding, and replication. By the end of this course, you’ll have developed the MongoDB skills needed to build a robust application that can handle an extensive database easily.
    Anmerkung: Online resource; Title from title screen (viewed October 23, 2020) , Mode of access: World Wide Web.
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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  • 3
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781789532371
    Sprache: Englisch
    Seiten: 1 online resource (494 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: Build a strong foundation in SAS data warehousing by understanding data transformation code and policy, data stewardship and management, interconnectivity between SAS and other warehousing products, and print and web reporting Key Features Understand how to use SAS macros for standardizing extract, transform, and load (ETL) protocols Develop and use data curation files for effective warehouse management Learn how to develop and manage ETL, policies, and print and web reports that meet user needs Book Description SAS is used for various functions in the development and maintenance of data warehouses, thanks to its reputation of being able to handle 'big data'. This book will help you learn the pros and cons of storing data in SAS. As you progress, you'll understand how to document and design extract-transform-load (ETL) protocols for SAS processes. Later, you'll focus on how the use of SAS arrays and macros can help standardize ETL. The book will also help you examine approaches for serving up data using SAS and explore how connecting SAS to other systems can enhance the data warehouse user's experience. By the end of this data management book, you will have a fundamental understanding of the roles SAS can play in a warehouse environment, and be able to choose wisely when designing your data warehousing processes involving SAS. What you will learn Develop efficient ways to manage data input/output (I/O) in SAS Create and manage extract, transform, and load (ETL) code in SAS Standardize ETL through macro variables, macros, and arrays Identify data warehouse users and ensure their needs are met Design crosswalk and other variables to serve analyst needs Maintain data curation files to improve communication and management Use the output delivery system (ODS) for print and web reporting Connect other products to SAS to optimize storage and reporting Who this book is for This book is for data architects, managers leading data projects, and programmers or developers using SAS who want to effectively maintain a data lake, data mart, or data warehouse.
    Anmerkung: Online resource; Title from title page (viewed October 16, 2020) , Mode of access: World Wide Web.
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  • 4
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800566545
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 3 hr., 53 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: A beginner’s guide to creating photorealistic scenes in Unreal Engine 4 using Blender 2.81, Megascans, and Quixel Mixer About This Video Become familiar with Unreal Engine 4.23, Blender 2.81, and Quixel Mixer Create rivers, lakes, oceans, rain, smoke, grassy fields, rocky beach, and fog in Unreal Playtest and prototype levels in third person or first person In Detail Have you ever seen a spectacular environment in a video game and wondered how something so breathtaking was created? This video course will reveal the secrets behind realistic-looking outdoor environments in video games and show you how you can create the same using Unreal Engine 4. The course begins with a preview of realistic outdoor environments in the Unreal Engine. You’ll install Unreal Engine on your machine and get unlimited access to free assets that’ll help you to create awe-inspiring landscapes. As you learn how to navigate in Unreal Engine, you’ll create and test prototypes and see how to add rain, fire, and smoke effects in your game. You’ll then design worlds with premade algorithms and import landscapes to Unreal Engine. Next, you’ll use Blender 3D for modeling objects and create a rocky beach to understand the feature of Foliage and the technique of camera animation. The video course ends by providing you with a quick start guide to Quixel Mixer. By the end of this course, you’ll be able to explore your creativity by building photorealistic scenes in Unreal Engine 4.
    Anmerkung: Online resource; Title from title screen (viewed September 29, 2020) , Mode of access: World Wide Web.
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  • 5
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781839213243
    Sprache: Englisch
    Seiten: 1 online resource (778 pages)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic books ; local
    Kurzfassung: From basic editing workflows to finishing and exporting your final cut, explore the features of Final Cut Pro X with this practical guide Key Features Explore the best ways to use FCP X, from importing and editing to finishing and exporting the final cut Unlock the power of editing in the magnetic timeline to make huge changes or subtle adjustments easily Finish your project with pro-level color correction, effects, transitions, audio, titles, and captions Book Description Final Cut Pro X (FCP X) is Apple's efficient and accessible video editing software for everyone, but it offers powerful features that experienced editors will find useful too. FCP X is the quickest way to transform your raw clips into a finished piece, so if speed is important, make this a key tool in your editing arsenal. Final Cut Pro X Efficient Editing is a comprehensive best practice guide for all editors. You'll not only learn how to use the features but also find out which ones are the most important and when you should use them. With the help of practical examples, the book will show you how typical footage can be assembled, trimmed, colored, and finessed to produce a finished edit, exploring a variety of techniques. As you progress through the book, you'll follow a standard editing workflow to get the feel of working on real-world projects and answer self-assessment questions to make sure that you're on track. By the end of this Final Cut Pro X book, you'll be well versed with the key features of this app and have all the tools you need to create impressive edits. What you will learn Understand the media import process and delve into media management Effectively organize your footage so you can find the right shot quickly Discover how to assemble a rough cut edit Explore trimming and advanced editing techniques to finesse and finalize the edit Enhance the edit with color correction, effects, transitions, titles, captions, and much more Sweeten the audio by controlling volume, using compression, and adding effects Share the final edited video and archive the job Who this book is for The book is for creative professionals, anyone starting out in video editing, and editors switching to Final Cut Pro X from another video editing system. Whether you are a beginner or a professional, you'll find this FCPX book useful. All you need to get started is familiarity with macOS.
    Anmerkung: Online resource; Title from title page (viewed October 30, 2020) , Mode of access: World Wide Web.
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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  • 6
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781801078337
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 2 hr., 57 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local ; Electronic videos
    Kurzfassung: Uncover the mechanics of JUnit, Mockito, and Hamcrest to transform the way you test your Java projects About This Video Find out why JUnit is the best framework for writing unit tests Get hands-on exercises of JUnit and Mockito in action Get to grips with modern unit testing concepts and best practices In Detail Are you looking for a simple, no-nonsense guide to learning how unit testing works? This video course is what you need. Complete with hands-on exercises and best practices, this guide will help you to understand JUnit and Mockito unit testing with ease. The course starts with an introduction to unit testing and highlights the need and importance of its testing framework, JUnit. You’ll then understand the project structure and conventions by creating a Java project using JUnit. As you implement best practices for writing and running unit tests with JUnit and IntelliJ IDEA, you’ll discover how JUnit works. You’ll also write mock objects-based unit tests with Mockito for testing a simple layered architecture. Finally, you’ll learn to make more powerful assertions in your unit tests by harnessing the power of the Hamcrest assertions library that ships with JUnit. By the end of this course, you’ll have developed the skills needed for writing better unit tests using JUnit, Mockito, and Hamcrest.
    Anmerkung: Online resource; Title from title screen (viewed October 23, 2020) , Mode of access: World Wide Web.
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  • 7
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800564060
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 4 hr., 55 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Learn how to effectively set up, configure, and secure IT devices independently About This Video Gain a solid understanding of PC and mobile software installation and configuration Develop the skills and confidence to pass the CompTIA ITF+ certification (FC0-U61) exam Learn how to safeguard local machines and networking devices In Detail Whether you are looking to pass the CompTIA IT Fundamentals (ITF+) certification (FC0-U61) exam or just want to impress your friends and colleagues with your exceptional IT skills, this course will help you to master IT fundamentals in a simple and engaging way. The course starts with the fundamentals of IT and takes you through the basics of computer components and networking. Next, you’ll explore different operating systems, understand data storage and sharing, and work with file management tools. As you make progress, you’ll explore the process of setting up and configuring basic computer workstations and mobile devices. After you’ve become familiar with the basics, you’ll set up Wi-Fi devices and shared printers and explore options for achieving high-speed internet. You’ll then discover techniques to identify and prevent basic security risks and solve compatibility issues. You’ll also grasp troubleshooting and computer maintenance concepts and gain a clear understanding of basic database concepts and programming fundamentals. By the end of this course, you’ll have become well-versed with IT fundamentals and developed the skills needed to pass the CompTIA ITF+ certification (FC0-U61) exam.
    Anmerkung: Online resource; Title from title screen (viewed October 30, 2020) , Mode of access: World Wide Web.
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  • 8
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800568105
    Sprache: Englisch
    Seiten: 1 online resource (822 pages)
    Ausgabe: 5th edition
    Schlagwort(e): Electronic books ; local ; Electronic books
    Kurzfassung: A comprehensive guide for beginners to learn the key concepts, real-world applications, and latest features of C# 9 and .NET 5 with hands-on exercises using VS Code Key Features Explore the newest additions to C# 9, the .NET 5 class library, Entity Framework Core and Blazor Strengthen your command of ASP.NET Core 5.0 and create professional websites and services Build cross-platform apps for Windows, macOS, Linux, iOS, and Android Book Description In C# 9 and .NET 5 – Modern Cross-Platform Development, Fifth Edition, expert teacher Mark J. Price gives you everything you need to start programming C# applications. This latest edition uses the popular Visual Studio Code editor to work across all major operating systems. It is fully updated and expanded with a new chapter on the Microsoft Blazor framework. The book's first part teaches the fundamentals of C#, including object-oriented programming and new C# 9 features such as top-level programs, target-typed new object instantiation, and immutable types using the record keyword. Part 2 covers the .NET APIs, for performing tasks like managing and querying data, monitoring and improving performance, and working with the file system, async streams, serialization, and encryption. Part 3 provides examples of cross-platform apps you can build and deploy, such as websites and services using ASP.NET Core or mobile apps using Xamarin.Forms. By the end of the book, you will have acquired the understanding and skills you need to use C# 9 and .NET 5 to create websites, services, and mobile apps. What you will learn Build your own types with object-oriented programming Query and manipulate data using LINQ Build websites and services using ASP.NET Core 5 Create intelligent apps using machine learning Use Entity Framework Core and work with relational databases Discover Windows app development using the Universal Windows Platform and XAML Build rich web experiences using the Blazor framework Build mobile applications for iOS and Android using Xamarin.Forms Who this book is for This book is best for C# and .NET beginners, or programmers who have worked with C# in the past but feel left behind by the changes in the past few years. This book doesn't expect you to have any C# or .NET experience; however, you should have a general understanding of programming. Students and professionals with a science, technology, engineering, or mathematics (STEM) background can certainly benefit from this book.
    Anmerkung: Online resource; Title from title page (viewed November 10, 2020) , Mode of access: World Wide Web.
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  • 9
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800560482
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 14 hr., 38 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Work on 10 exciting projects to learn how to use Bootstrap 4 for building responsive websites About This Video Get started with the Bootstrap 4 framework Familiarize yourself with Sass, Gulp, and SCSS Understand how website content adjusts automatically on different devices In Detail Bootstrap 4 has taken the world of web development by storm with its user-friendly features that help developers to build responsive websites. It is no surprise that big names such as Spotify, Twitter, StackShare, Udemy, Coursera, Docker, and Hootsuite use Bootstrap for web development. This course will help you to take your web development career to the next level by familiarizing you with the Bootstrap 4 framework. The course begins with an introduction to Bootstrap 4 and explains its applications. Next, you'll get to grips with syntactically awesome style sheets (Sass) and sassy cascading style sheets (SCSS)—extensions of cascading style sheets (CSS)—in detail, along with Gulp. Moving ahead, you'll explore the layout of flexbox and grid and delve into the concepts of typography, code images, and tables. You'll also learn some essential Bootstrap concepts such as jQuery, alerts, badges, and button groups. Toward the end, you will enhance your learning experience by working on 10 engaging projects. By the end of this course, you'll have developed the Bootstrap 4 skills needed to build responsive and mobile-first websites.
    Anmerkung: Online resource; Title from title screen (viewed October 29, 2020) , Mode of access: World Wide Web.
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  • 10
    Online-Ressource
    Online-Ressource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781800564503
    Sprache: Englisch
    Seiten: 1 online resource (1 video file, approximately 3 hr., 26 min.)
    Ausgabe: 1st edition
    Schlagwort(e): Electronic videos ; local
    Kurzfassung: Get to grips with the four pillars of object-oriented programming and discover how to use them to write clear and readable code About This Video Gain a solid understanding of the four pillars of object-oriented programming Learn how to write clean and error-free code using OOP concepts Consolidate your learning by developing engaging applications in C# and .NET Core In Detail Object-oriented programming (OOP) enables you to write scalable, readable, and maintainable code, making you a preferred candidate for organizations looking for software and web developers. This video course explains basic OOP principles and teaches you how to use OOP concepts in C# and .NET Core to build reliable applications without using programming jargon. The course starts with an overview of learning objectives and guides you through the process of installing .NET Core (2.2), Visual Studio Code, and a C# plugin (1.17.1) in Visual Studio. You’ll then get to grips with programs and learn different ways to write an error-free program. Once you’ve become familiar with the basics of OOP, you’ll explore inheritance, polymorphism (static and dynamic), encapsulation, and abstraction with the help of simple examples. Toward the end, you’ll go over all that you have learned and apply it to develop three small applications. By the end of this course, you’ll be well-versed with OOP fundamentals using C# and .NET Core as the coding platform.
    Anmerkung: Online resource; Title from title screen (viewed October 15, 2020) , Mode of access: World Wide Web.
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