Master Data Science with Python. Combine Python with machine learning principles to discover hidden patterns in raw data

Rohan Chopra, Aaron England, Mohamed Noordeen Alaudeen

Data Science with Python begins by introducing you to data science and teaches you to install the packages you need to create a data science coding environment. You will learn three major techniques in machine learning: unsupervised learning, supervised learning, and reinforcement learning. You will also explore basic classification and regression techniques, such as support vector machines, decision trees, and logistic regression.As you make your way through the book, you will understand the basic functions, data structures, and syntax of the Python language that are used to handle large datasets with ease. You will learn about NumPy and pandas libraries for matrix calculations and data manipulation, discover how to use Matplotlib to create highly customizable visualizations, and apply the boosting algorithm XGBoost to make predictions. In the concluding chapters, you will explore convolutional neural networks (CNNs), deep learning algorithms used to predict what is in an image. You will also understand how to feed human sentences to a neural network, make the model process contextual information, and create human language processing systems to predict the outcome.By the end of this book, you will be able to understand and implement any new data science algorithm and have the confidence to experiment with tools or libraries other than those covered in the book.

Master Humphreys Clock

Charles Dickens

Originally a regular magazine written entirely by Charles Dickens from April 4, 1840-December 4, 1841, Master Humphreys Clock uses an elderly gentleman named Master Humphrey as a frame for a number of stories. He is a lonely, crippled old man who lives in London. He keeps manuscripts in an antique clock by the chimney. He decides to start a little club, Master Humphreys Clock, at which the members eventually six in total, including Mr. Pickwick would write and read out their manuscripts to the others. A mirror club in the kitchen, Mr. Wellers Watch, includes Master Humphreys maid, the barber, and Sam Weller. Ultimately, the periodical included the complete novels The Old Curiosity Club and Barnaby Rudge. These two novels are, however, referenced in the recording, when Master Humphrey and his friends refer to them. This recording presents all the published material except for the two novels.

Master of Men

E. Phillips Oppenheim

Victorian Socialist Romance. Enoch Strone is a book-loving rustic loner who lives in a remote hand-built cabin. He works as a mechanical engineer in the industrial town of Gascester. One evening he meets a poor factory girl, Milly, who has been abandoned by her friends during a walk in the woods. On the same day he is accosted by the Reverand Martinghoe who introduces Strone to his beautiful, widowed, wealthy sister Lady Malingcourt. Strone is bewitched by her lovely singing and the seductive manners of the jaded upper class widow.

Master of the World

Jules Verne

In the first part of the story, the brave inventor Robur sets off on a world tour on a giant helicopter Albatross in order to prove the superiority of aircraft heavier than air over balloons. The work has an intrigue that unfolds in a rather interesting way, as well as a very unpredictable ending. This is in the style of Verne when the heroes of one work can easily appear in another, remember the same Mysterious Island. There is a similar picture.

Master of the World

Henry Bedford-Jones

The fourth part in the series, Master of the World continues adventures of strange and mysterious gem named the Sphinx Emerald that leaves its trail through history. Alexander of Macedon had conquered most of the world, and his legions were rolling toward Carthage when a wily little priest strangely presented to him the Sphinx Emerald...

Master Your Data with Power Query in Excel and Power BI. Leveraging Power Query to Get & Transform Your Task Flow

MrExcel's Holy Macro! Books, Miguel Escobar, Ken Puls

This book equips you with the essential skills to master Power Query in Excel and Power BI. Starting with the basics, you'll learn query management, data types, and error handling, establishing a solid foundation. You'll explore techniques to move queries between Excel and Power BI, ensuring seamless workflow integration. As the guide progresses, you'll delve into data import methods from flat files, Excel, web-based, and relational sources, while performing key transformations like appending, combining, and reshaping data.Advanced topics such as conditional logic, Power Query values, and M Language fundamentals will enhance your ability to customize and optimize queries. The book also covers the creation of parameters and custom functions, alongside applying sophisticated date and time techniques.Finally, you'll learn to optimize query performance and automate data refreshes, ensuring your analysis remains current. By the end of this guide, you'll have the confidence and expertise to effectively transform and manage data using Power Query, significantly enhancing your data analysis capabilities in Excel and Power BI.

Mastering 5G Network Design, Implementation, and Operations. A comprehensive guide to understanding, designing, deploying, and managing 5G networks

Shyam Varan Nath, Ananya Simlai, Oguzhan Kara

We are living in an era where ultra-fast internet speed is not a want, but a necessity. As applications continue to evolve, they demand a reliable network with low latency and high speed. With the widespread commercial adoption of driverless cars, robotic factory floors, and AR/VR-based immersive sporting events, speed and reliability are becoming more crucial than ever before. Fortunately, the power of 5G technology enables all this and much more.This book helps you understand the fundamental building blocks that enable 5G technology. You’ll explore the unique aspects that make 5G capable of meeting high-quality demands, including technologies that back 5G, enhancements in the air interface, and packet core, which come together to create a network with unparalleled performance. As you advance, you’ll discover how to design and implement both 5G macro and private networks, while also learning about the various design and deployment options available and which option is best suited for specific use cases. After that, you’ll check out the operational and maintenance aspects of such networks and how 5G works together with fixed wireline and satellite technologies.By the end of this book, you’ll understand the theoretical and practical aspects of 5G, enabling you to use it as a handbook to establish a 5G network.

Mastering ABP Framework. Build maintainable .NET solutions by implementing software development best practices

Halil Ibrahim Kalkan, Ismail ÇAGDAŞ

ABP Framework is a complete infrastructure for creating modern web applications by following software development best practices and conventions. With ABP's high-level framework and ecosystem, you can implement the Don’t Repeat Yourself (DRY) principle and focus on your business code.Written by the creator of ABP Framework, this book will help you to gain a complete understanding of the framework and modern web application development techniques. With step-by-step explanations of essential concepts and practical examples, you'll understand the requirements of a modern web solution and how ABP Framework makes it enjoyable to develop your own solutions. You'll discover the common requirements of enterprise web application development and explore the infrastructure provided by ABP. Throughout the book, you’ll get to grips with software development best practices for building maintainable and modular web solutions.By the end of this book, you'll be able to create a complete web solution that is easy to develop, maintain, and test.

Mastering Active Directory. Deploy and secure infrastructures with Active Directory, Windows Server 2016, and PowerShell - Second Edition

Dishan Francis

Active Directory (AD) is a centralized and standardized system that automates networked management of user data, security, and distributed resources and enables inter-operation with other directories. This book will first help you brush up on the AD architecture and fundamentals, before guiding you through core components, such as sites, trust relationships, objects, and attributes. You will then explore AD schemas, LDAP, RMS, and security best practices to understand objects and components and how they can be used effectively. Next, the book will provide extensive coverage of AD Domain Services and Federation Services for Windows Server 2016, and help you explore their new features. Furthermore, you will learn to manage your identity infrastructure for a hybrid cloud setup. All this will help you design, plan, deploy, manage operations, and troubleshoot your enterprise identity infrastructure in a secure and effective manner. You’ll later discover Azure AD Module, and learn to automate administrative tasks using PowerShell cmdlets. All along, this updated second edition will cover content based on the latest version of Active Directory, PowerShell 5.1 and LDAP. By the end of this book, you’ll be well versed with best practices and troubleshooting techniques for improving security and performance in identity infrastructures.

Mastering Active Directory. Design, deploy, and protect Active Directory Domain Services for Windows Server 2022 - Third Edition

Dishan Francis

Mastering Active Directory, Third Edition is a comprehensive guide for Information Technology professionals looking to improve their knowledge about MS Windows Active Directory Domain Service. The book will help you to use identity elements effectively and manage your organization’s infrastructure in a secure and efficient way. This third edition has been fully updated to reflect the importance of cloud-based strong authentication and other tactics to protect identity infrastructure from emerging security threats.Mastering Active Directory, Third Edition provides extensive coverage of AD Domain Services and helps you explore their capabilities as you update to Windows Server 2022. This book will also teach you how to extend on-premises identity presence to cloud via Azure AD hybrid setup. By the end of this Microsoft Active Directory book, you’ll feel confident in your ability to design, plan, deploy, protect, and troubleshoot your enterprise identity infrastructure.

Mastering Active Directory. Understand the Core Functionalities of Active Directory Services Using Microsoft Server 2016 and PowerShell

Dishan Francis

Active Directory is a centralized and standardized system that automates networked management of user data, security, and distributed resources and enables interoperation with other directories. If you are aware of Active Directory basics and want to gain expertise in it, this book is perfect for you. We will quickly go through the architecture and fundamentals of Active Directory and then dive deep into the core components, such as forests, domains, sites, trust relationships, OU, objects, attributes, DNS, and replication. We will then move on to AD schemas, global catalogs, LDAP, RODC, RMS, certificate authorities, group policies, and security best practices, which will help you gain a better understanding of objects and components and how they can be used effectively. We will also cover AD Domain Services and Federation Services for Windows Server 2016 and all their new features. Last but not least, you will learn how to manage your identity infrastructure for a hybrid-cloud setup. All this will help you design, plan, deploy, manage operations on, and troubleshoot your enterprise identity infrastructure in a secure, effective manner. Furthermore, I will guide you through automating administrative tasks using PowerShell cmdlets. Toward the end of the book, we will cover best practices and troubleshooting techniques that can be used to improve security and performance in an identity infrastructure.

Mastering Adobe Animate 2021. Explore professional techniques and best practices to design vivid animations and interactive content

Joseph Labrecque, Ajay Shukla

Adobe Animate is platform-agnostic asset creation, motion design, animation, and interactivity software. Complete with step-by-step explanations of essential concepts, practical examples, and hands-on walkthroughs, this book shows you how to use Adobe Animate to create immersive experiences by breaking through creative limitations across every medium.You will begin by getting up to speed with what you need to know about Adobe Animate quickly. Next, you will learn how to get started with Animate as a creative platform and explore the features introduced in the most recent version of the software. Moving on, you'll consume and produce media assets for multiple platforms through both the publish and export workflows. Following this, you’ll delve into advanced rigging techniques and discover how to create more dynamic animation with advanced depth and movement techniques. You’ll also find out how to build projects such as games, virtual reality experiences, and apps for various platforms. The book concludes with an examination of different methods used to extend the software for various needs.By the end of this book, you'll be able to produce a variety of media assets, motion design materials and animated artifacts, and interactive content pieces - all while targeting a variety of platforms including HTML5 Canvas, WebGL, and mobile devices.

Mastering Adobe Animate 2023. A comprehensive guide to designing modern, animated, and interactive content using Animate - Third Edition

Joseph Labrecque

Adobe Animate is a platform-agnostic asset creation application that enables you to create motion design and vector animations while facilitating interactivity across other Adobe software such as After Effects, Photoshop, and Illustrator. This book comes packed with explanations of essential concepts and step-by-step walk-throughs of practical examples, guiding you in using Animate to create immersive experiences and breaking the walls of creative limitations.In this third edition, you’ll begin by getting up to speed with the features of Adobe Animate. You'll learn how to set up Animate as a creative platform and explore the enhancements introduced in its most recent versions. The book will show you how to consume and produce media assets for different platforms through the publish and export workflows. You'll explore advanced rigging workflows and discover how to create more dynamic animations with complex depth and movement techniques. As the book demonstrates different ways of channeling your creativity through Animate, you'll be able to build projects such as games, virtual reality experiences, generative art, and apps for various platforms. Finally, this graphic design book covers the different methods used to extend the software to meet various user requirements.By the end of this book, you'll be able to produce a variety of media assets, motion graphic designs, animated artifacts, and interactive content pieces for platforms such as HTML5 Canvas, WebGL, and mobile devices.

Mastering Adobe Captivate 2019. Build cutting edge professional SCORM compliant and interactive eLearning content with Adobe Captivate - Fifth Edition

Dr. Pooja Jaisingh, Damien Bruyndonckx

Adobe Captivate is used to create highly engaging, interactive, and responsive eLearning content. This book takes you through the production of a few pieces of eLearning content, covering all the project types and workflows of Adobe Captivate. First, you will learn how to create a typical interactive Captivate project. This will give you the opportunity to review all Captivate objects and uncover the application's main tools. Then, you will use the built-in capture engine of Captivate to create an interactive software simulation and a Video Demo that can be published as an MP4 video. Then, you will approach the advanced responsive features of Captivate to create a project that can be viewed on any device. And finally, you will immerse your learners in a 360o environment by creating Virtual Reality projects of Adobe Captivate. At the end of the book, you will empower your workflow and projects with the newer and most advanced features of the application, including variables, advanced actions, JavaScript, and using Captivate 2019 with other applications.If you want to produce high quality eLearning content using a wide variety of techniques, implement eLearning in your company, enable eLearning on any device, assess the effectiveness of the learning by using extensive Quizzing features, or are simply interested in eLearning, this book has you covered!

Mastering Adobe Captivate 6. Take your e-learning content to the next level with this fantastic guide to mastering Adobe Captivate. You\'ll learn by completing three sample projects that cover everything. If you can use Windows or Mac you can do this course

Damien Bruyndonckx

Adobe Captivate is the industry-leading solution for authoring E-learning content. With adobe Captivate one can capture the on-screen action, enhance e-Learning projects, insert SCORM and AICC-compliant quizzes and then, publish your work in various formats for easy deployment on virtually any desktop and mobile device. Mastering Adobe Captivate 6 is a comprehensive guide to creating SCORM-compliant demonstrations, simulations and quizzes with Adobe Captivate. The sample projects demonstrate each and every feature of Adobe Captivate giving you the expertise you need to create and deploy your own professionalquality e-learning courses. Mastering Adobe Captivate 6 will guide you through the creation of three e-learning projects including a demonstration, a simulation and a SCORM-compliant quiz. The first part of the book will drive you through the main three steps of the Captivate production process. In the first step, we will use the powerful capture engine of Captivate to generate the needed slides and screenshots. In the second step, we will enhance our slides and screenshots using the objects provided by Captivate. These objects include animations, interactions, videos and more. In the third step, we will make our project available to the outside world by publishing it in various formats including Adobe Flash PDF, video, and even HTML 5. The second part of the book will focus on the advanced tools of Captivate. These tools include the questions slides that make up a quiz, SCORM and AICC compliance, localization of your e-Learning content and widgets among others. In the last chapter, you we will unleash the true power of Captivate by using the variables and the advanced actions to create a unique e-Learning experience.

Mastering Adobe Captivate 7. Bring a new level of interactivity and sophistication to your e-learning content with the user-friendly features of Adobe Captivate. This practical tutorial will teach you everything from automatic recording to advanced tips and tricks

Damien Bruyndonckx

Mastering Adobe Captivate 8. Create responsive demonstrations, simulations, and quizzes for multiscreen delivery with Adobe Captivate

Damien Bruyndonckx

Mastering Adobe Commerce Frontend. Build optimized, user-centric e-commerce sites with tailored theme design and enhanced interactivity

Jakub Winkler

Navigating the frontend realm of the Adobe Commerce platform can often feel like a labyrinth, given its multifaceted systems and intricate layering. This book demystifies Adobe Commerce frontend development, guiding you through its paths with clarity and precision.You'll learn how to set up your local environment, paving the way for a smooth development experience and navigate the platform's theming ecosystem, exploring layout XML systems and the power of templates. As you progress through the book, you'll leverage an array of JavaScript libraries and frameworks that Adobe Commerce boasts of, with special emphasis on RequireJS, jQuery, Knockout.JS, and UI Components. Additionally, you'll gain an understanding of the intricacies of Adobe Commerce CMS, explore frontend-related configurations in the admin panel, and unlock the secrets of frontend optimization.Practical exercises provided in the book will enable you to create top-notch Adobe Commerce sites that are functional, optimized, user-centric, and a step ahead in the ever-evolving frontend landscape.

Mastering Adobe Photoshop 2024. Discover the smart way to polish your digital imagery skills by editing professional looking photos

Gary Bradley

Unlock the full potential of Photoshop, the go-to app for content creators, by mastering its complex tools and features. This book, drawing from the award-winning author’s 25+ years of design experience, builds on your existing Photoshop knowledge with proven industry techniques, serving as a launchpad to develop professional skills and transformative personal growth.You’ll fine-tune color and tone in your images with non-destructive adjustment layers and conceal content like backdrops with precise masking techniques for fine details like hair. Working through a series of real-world editing projects, crafting realistic brand mockups and traditional marketing collateral, you’ll learn robust methods for building social media assets in Photoshop, from images to animated GIFs and videos. You’ll also be able to bring your typography to life with styles and effects that are simple to edit and store as preset effects. The final section of the book encapsulates all of your learning to create complex montages using advanced masking and compositing techniques. You’ll have fun elevating your designs with surreal art styles and conceptual imagery using retouching, blending, and liquify filters.By the end of this Adobe Photoshop book, you’ll be equipped to create captivating visuals that leave a lasting impression on your audience.

Mastering Adobe Photoshop Elements 2020. Supercharge your image editing using the latest features and techniques in Photoshop Elements - Second Edition

Robin Nichols

Adobe Photoshop Elements is a raster graphics editor for entry-level photographers, image editors, and hobbyists. Updated and improved to cover the latest features of Photoshop Elements 2020, this second edition includes focused coverage of Adobe's new AI-powered features that are designed to make the editing process more efficient, creative and fun.This book takes you through the complexities of image editing in easy-to-follow, bite-sized chunks, helping you to quickly recognize the editing challenge at hand and use suitable tools and techniques to overcome it. You’ll start by learning how to import, organize, manage, edit, and use your pictures in a format that’s designed for creative photography projects. Throughout this Adobe Photoshop Elements book, you'll discover how to fix different photographic problems using an extensive repertoire of commonly applied solutions. Common processes such as applying artistic effects to creative projects, custom image makeovers, processing images for social media, and other file export methods will also be covered.By the end of this book, you’ll have learned about the impressive tools available in Photoshop Elements 2020, and how it is designed not only for photographers who’d like to dip their toes into the editing world, but also for those wanting simple but effective ideas on how to expand their creativity while remaining time-efficient.

Mastering Adobe Photoshop Elements 2021. Boost your image-editing skills using the latest tools and techniques in Adobe Photoshop Elements - Third Edition

Robin Nichols

Managing thousands of images while producing perfectly edited results is now a must-have skill for online bloggers, influencers, vloggers, social media users, and photography enthusiasts. Photoshop Elements helps you to manage this easily and boost your creative output.This third edition is updated with Elements 2021’s latest features and focuses on Adobe's AI-powered features along with the entire creative workflow. Each chapter is designed to help you get the most out of your image files in an easy way. You’ll learn how to add significant visual improvements to your work using no more than a few one-click edits with AI-driven features and manual adjustments. The book is filled with useful instructions to guide you seamlessly through the often complex processes, tools, and features in Photoshop Elements. Finally, you’ll cover everything from developing your organizational skills through to creating remarkable special effects, complex text, image combinations, and eye-popping visual techniques using both AI-driven features as well as manually operated tools.By the end of this Photoshop Elements book, you'll have learned how to leverage the impressive tools available in Photoshop Elements 2021, and use them to greatly improve your photo editing and image retouching skills.

Mastering Adobe Photoshop Elements 2022. Boost your image-editing skills using the latest Adobe Photoshop Elements tools and techniques - Fourth Edition

Robin Nichols

Managing thousands of images while producing perfectly edited results has now become a must-have skill for bloggers, influencers, all social media users, and photography enthusiasts.Photoshop Elements 2022 has all the right tools to help you manage your growing multimedia assets and significantly boost your creative output.This fourth edition is updated with Elements 2022's latest features, including Adobe's AI-powered tools that perfectly complement its entire creative workflow. Each chapter is designed to help you get the most from your image files in a simple, easy-to-follow way. You'll find out how to add significant visual improvements to your projects using brilliant AI-driven single-click edits or through more complex manual adjustments, all depending on your skill level and requirements. The book is packed with clear instructions to guide you effortlessly through the hundreds of processes, tools, and features in Photoshop Elements 2022. You'll cover everything from developing your organizational skills through to creating remarkable images using photos, text, graphics, downloadable content, animation, and a range of fantastic AI-driven features.By the end of this Photoshop Elements book, you'll have learned how to leverage the impressive tools available in Photoshop Elements 2022 with confidence.

Mastering Adobe Photoshop Elements 2023. Bring out the best in your images using Adobe Photoshop Elements 2023 - Fifth Edition

Robin Nichols

Produce impressive, high-quality pictures to influence your audience, grow your brand, and market your products and services.With its impressive range of sophisticated creative capabilities, Adobe Photoshop Elements 2023 is all you need to create photos you’ll love to share. Elements 2023 extends its AI capabilities by simplifying complex editing processes. Learn to stitch widescreen panoramas, remove people from backgrounds, de-focus backgrounds, re-compose images, and even create a range of calendars and greeting cards for your friends and family.The fifth edition of this widely acclaimed series will help you master photo-editing from scratch. Start by learning basic edits such as auto tone correction, image resizing and cropping, then master contrast, color, sharpness, and clarity.Take your prowess to the next level by learning how to correct optical distortion, re-shape images, exploit layers, layer masking, and sharpening techniques—create the perfect picture or imaginative fantasy illustration. You’ll also learn the online realms of animation, video creation, and third-party plug-ins.By the end of this book, you'll learn how to leverage the incredible features of Photoshop Elements 2023 with complete confidence.Note: All the images featured in the book can be easily downloaded via a direct link or from the GitHub repository link specified in the Preface.

Mastering Adobe Photoshop Elements. Bring out the best in your images using Adobe Photoshop Elements 2024 - Sixth Edition

Robin Nichols

Dive into the world of digital photo editing with this latest edition, crafted by Robin Nichols, a seasoned photographer and digital imaging expert, which brings the latest Photoshop Elements 2024 to your fingertips. With a unique blend of in-depth tutorials and practical applications, this book is an essential resource for photographers at all levels.It introduces new features like Dark Mode, Match Color, and Photo Reels, along with advanced techniques like layering and artistic effects. The book also addresses common user feedback from previous editions, ensuring a refined and user-friendly experience. Elements 2024 extends its AI capabilities by simplifying complex editing processes. Learn to stitch widescreen panoramas, remove people from backgrounds, de-focus backgrounds, re-compose images, and even create a range of calendars and greeting cards for your friends and family.Take your prowess to the next level by learning how to correct optical distortion, re-shape images, exploit layers, layer masking, and sharpening techniques—create the perfect picture or imaginative fantasy illustration. You’ll also learn the online realms of animation, video creation, and third-party plug-ins.By the end of this book, you'll learn how to leverage the incredible features of Photoshop Elements 2024 with complete confidence.