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With detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. Author Matt Harrison delivers a valuable guide that you can use for additional support during training and as a convenient resource when you dive into your next machine learning project.Ideal for programmers, data scientists, and AI engineers, this book includes an overview of the machine learning process and walks you through classification with structured data. Youll also learn methods for clustering, predicting a continuous value (regression), and reducing dimensionality, among other topics.This pocket reference includes sections that cover:Classification, using the Titanic datasetCleaning data and dealing with missing dataExploratory data analysisCommon preprocessing steps using sample dataSelecting features useful to the modelModel selectionMetrics and classification evaluationRegression examples using k-nearest neighbor, decision trees, boosting, and moreMetrics for regression evaluationClusteringDimensionality reductionScikit-learn pipelines

Create awesome iOS and Android apps with a single tool!& Flutter is an app developer's dream come true. With Google's open source toolkit, you can easily build beautiful apps that work across platforms using a single codebase. This flexibility allows you to get your work out to the widest possible audience. With Flutter already being used by thousands of developers worldwide in a market where billions of apps are downloaded every year, now is the right time to get ahead of the curve with this incredible tool.& Flutter for Dummies& is your friendly, ground-up route to creating multi-platform apps.& & & & From how to construct your initial frameworks to writing code in Dart, you'll find the essentials you need to ride the Flutter revolutionary wave to success. This book includes how to create an intuitive and stunning UI, add rich interactivity, and easily pull in data. You'll also see how Flutter features like Hot Reload--providing sub-second refreshes as you refine your work--help you make sure your app is a delight to use.* Start simple: follow steps to build a basic app* It's alive! Keep connected to online data* It moves! Make things fun with animated features* Get the word out: use tips to expand your audienceWhether you're a fledgling developer or an expert wanting to add a slick feather to your programming cap, join the Flutter revolution now and soar above the rest!

The book offers readers a deeper understanding of Ambisonic technologies, and will especially benefit scientists, audio-system and audio-recording engineers. In the advanced sections of the book, fundamentals and modern techniques as higher-order Ambisonic decoding, 3D audio effects, and higher-order recording are explained.

Master business modeling and analysis techniques with Microsoft Excel 2019, and transform data into bottom-line results. Written by award-winning educator Wayne Winston, this hands-on, scenario-focused guide shows you how to use the latest Excel tools to integrate data from multiple tables-and how to effectively build a relational data source inside an Excel workbook.

A fun guide to learning Bayesian statistics and probability through unusual and illustrative examples.

Master core Excel tools for building powerful, reliable spreadsheets with Excel 2019 Formulas and Functions. Excel expert Paul McFedries shows how to use Excel core features to solve problems and get the answers you need. Using real-world examples, McFedries helps readers get the absolute most out of features and improvements ranging from AutoFill to ExcelGÇÖs newest functions. Along the way, students will discover the fastest, best ways to handle essential day-to-day tasks ranging from generating account numbers to projecting the impact of inflation. Becoming an Excel expert has never been easier! Students will find crystal-clear instructions; insider insights; even complete step-by-step projects for building timesheets, projecting cash flow, aging receivables, analyzing defects, and more. GÇó Quickly create powerful spreadsheets with range names and array formulas GÇó Use conditional formatting to instantly reveal anomalies, problems, or opportunities GÇó Analyze your data with standard tables and PivotTables GÇó Use complex criteria to filter data in lists GÇó Understand correlations between data GÇó Perform sophisticated what-if analyses GÇó Use regression to track trends and make forecasts GÇó Build loan, investment, and discount formulas GÇó Validate data, troubleshoot problems, and build more accurate, trustworthy spreadsheets

Customize and ramp-up Office 365 applicationsNOTE: Please click Downloads (located in the menu on the left) to download "Full Code Download."The revised 2019 edition of Mastering VBA Microsoft Office 365 offers an accessible guide that shows how to extend the capabilities of Office 365 applications with VBA programming. Written in clear terms and understandable language, the book includes systematic tutorials and contains both intermediate and advanced content for experienced VB developers. Designed to be comprehensive, the book addresses not just one Office application, but the entire Office suite. To enhance understanding, the content is explored in real-world projects in Word, Excel, Outlook, and PowerPoint.Since the technical programming methods in the Office applications continue to evolve, the updated 2019 edition reviews the changes to the program. Code libraries, the API, and the object model for each Office program have been modified during the three years since the last version of this book. Various elements within VBA have been deprecated or replaced, and the surface UI changed as well. The updated 2019 edition covers topics such as:* Recording macros and getting started with VBA* Learning how to work with VBA* Using loops and functions* Using message boxes, input boxes, and dialog boxes* Creating effective code* XML-based files, ActiveX, the developer tab, content controls, add-ins, embedded macros, and securityWritten for all levels of Microsoft Office 365 users, Mastering VBA Microsoft Office 365: 2019 Edition explains how to customize and automate the Office suite of applications.

This book shows photography students how to use these two great products together to achieve results they could not have produced working with one alone. First, the book provides a quick overview of the cataloguing functions of Lightroom -- useful for Photoshop students who may have used a different photo organization tool (or none at all!). This is followed by an introduction to the basic Lightroom-Photoshop workflow. Then the reader works through a series of projects that focus on taking images from Lightroom into Photoshop to use tools not available in Lightroom. Typical workflows include fixing common photo problems (like blur caused by camera shake), bringing out important details or adding creative effects with adjustment layers, or layering images to create composites (including adding text or 3D objects), or doing precise photo retouching. Classroom in a Book®, the best-selling series of hands-on software training workbooks, helps students learn the features of Adobe software quickly and easily. Classroom in a Book offers what no other book or training program does-an official training series from Adobe Systems Incorporated, developed with the support of Adobe product experts. The online companion files include all the necessary assets for readers to complete the projects featured in each chapter as well as ebook updates when Adobe releases new features for Creative Cloud customers. And new to this release, all buyers of the book get full access to the Web Edition: a Web-based version of the complete ebook enhanced with video and interactive multiple-choice quizzes. As always with the Classroom in a Book, Instructor Notes are available for teachers to download.

This book is a complete guide to the operation of the Nikon Coolpix P1000 digital camera. The book explains all shooting modes, menus, functions, and controls of this superzoom camera, illustrated by more than 300 full-color images. The guide shows beginning and intermediate photographers how to get excellent results using the many features of the P1000.The book explains topics such as autofocus, manual focus, HDR (High Dynamic Range) photography, ISO sensitivity, memory cards, and flash modes. It discusses techniques for using the P1000's phenomenal zoom lens, with a maximum optical focal length of 3000mm, to full advantage. The book also explains the camera's features for remote control and image transfer using a smartphone or tablet with the P1000's built-in Wi-Fi and Bluetooth capabilities, as well as the camera's features for adding location data to images.The book includes sample photos taken with the creative options of the camera, including the Picture Control settings, which alter color processing of images; the Bird-watching, Moon, Creative, and Scene shooting modes, with settings optimized for subjects such as landscapes, pets, sunsets, and action shots; and the Coolpix P1000's features for burst shooting and time-lapse photography.In addition, the book provides introductions to topics such as street photography, infrared photography, and macro photography.The book also explains the video features of the P1000, which can shoot 4K video and can record high-speed video sequences at speeds up to four times greater than normal, resulting in slow-motion footage when played back. In addition, the book describes procedures for using the Filter Effects option to add special effects to images after they have been captured.In its three appendices, the book discusses accessories for the Coolpix P1000, including external flash units, microphones, remote control devices, cases, and charging and power options. The appendices also include a list of useful web sites and other references, as well as a section with "quick tips" to help users take advantage of the camera's features in the most efficient ways possible.

The popular guide to the project management body of knowledge, now fully updatedNow in its eighth edition, this comprehensive guide to project management has long been considered the standard for both professionals and academics, with nearly 40,000 copies sold in the last three editions! Well-known expert Robert Wysocki has added four chapters of new content based on instructor feedback, enhancing the coverage of best-of-breed methods and tools for ensuring project management success.With enriched case studies, accompanying exercises and solutions on the companion website, and PowerPoint slides for all figures and tables, the book is ideal for instructors and students as well as active project managers.* Serves as a comprehensive guide to project management for both educators and project management professionals* Updated to cover the new PMBOK® Sixth Edition* Examines traditional, agile, and extreme project management techniques; the Enterprise Project Management Model; and Kanban and Scrumban methodologies* Includes a companion website with exercises and solutions and well as PowerPoint slides for all the figures and tables used* Written by well-known project management expert Robert WysockiEffective Project Management, Eighth Edition remains the comprehensive resource for project management practitioners, instructors, and students.(PMBOK is a registered mark of the Project Management Institute, Inc.)

The no-nonsense guide to building your own WordPress site With the help of WordPress All-in-One For Dummies, you can get your first WordPress blog or website set up in no time. This edition is fully updated for the latest WordPress releases, so you can walk through all the features of this powerful web builder. You'll discover how to choose and customize a theme, pick the perfect web host and URL, and manage multiple websites with multiple authors. Use WordPress as a content management software (CMS) platform, work with multimedia formats, and add plugins to your site. With state-of-the-art features, WordPress has become the go-to platform for website owners and bloggers who want to be noticed. This beginner-friendly Dummies guide gives you the know-how to make WordPress work for you. Build a website or blog with WordPress, the leading open-source web builder Discover the powerful, customizable features of the latest versions of WordPress Allow multiple people to contribute to your site and keep your content organized Easily make changes and modifications with the WordPress interfaceBoth WordPress novices and more experienced users looking to dive into new features will love the easy-to-follow instructions and tips in WordPress All-in-One For Dummies.

Maximize your Excel experience with VBA Excel 2019 Power Programming with VBA is fully updated to cover all the latest tools and tricks of Excel 2019. Encompassing an analysis of Excel application development and a complete introduction to Visual Basic for Applications (VBA), this comprehensive book presents all of the techniques you need to develop both large and small Excel applications. Over 800 pages of tips, tricks, and best practices shed light on key topics, such as the Excel interface, file formats, enhanced interactivity with other Office applications, and improved collaboration features.  Understanding how to leverage VBA to improve your Excel programming skills can enhance the quality of deliverables that you produceΓÇöand can help you take your career to the next level. Explore fully updated content that offers comprehensive coverage through over 900 pages of tips, tricks, and techniques Leverage templates and worksheets that put your new knowledge in action, and reinforce the skills introduced in the text Improve your capabilities regarding Excel programming with VBA, unlocking more of your potential in the office Excel 2019 Power Programming with VBA is a fundamental resource for intermediate to advanced users who want to polish their skills regarding spreadsheet applications using VBA.

Learn streamlined management and maintenance capabilities for Microsoft 365 BusinessIf you want to make it easy for your teams to work together using the latest productivity solutions with built-in security--while saving thousands of dollars in implementing the solution--you've picked the right book. Inside, you'll gain an understanding of Microsoft 365 Business, a complete integrated solution for business productivity and security powered by Office 365 and Windows 10. You'll also learn how this cloud-based solution can help grow your business while protecting company data from potential threats using the same security management tools large enterprises use.Microsoft 365 Business For Admins For Dummies provides business owners, IT teams, and even end users an understanding of the capabilities of Microsoft 365 Business: an integrated platform and security solution built with the latest features to enable today's modern workforce and empower businesses to achieve their goals.* De-mystifies the complexities of the bundled solution to help you avoid common deployment pitfalls* Includes the latest information about the services included in Microsoft 365 Business* Enhance team collaboration with intelligent tools* Manage company-owned or bring your own device (BYOD) devices from one portal* Step through a guided tour for running a successful deploymentGet the guidance you need to deploy Microsoft 365 Business and start driving productivity in your organization while taking advantage of the built-in security features in the solution to grow and protect your business today.

Discover over 40 of the best-loved video games from the 80s and 90s and relive those awesome moments from your childhood.

Google's Site Reliability Engineering book ignited an industry discussion on what it means to run production services today. Now, Google engineers who worked on that bestseller introduce The Site Reliability Workbook, a hands-on companion that uses concrete examples to show you how to put SRE principles and practices to work in your environment.

New to this edition: update the section on game console HW, extend the rendering chapter, include a section on 2D GUI, new chapter on multiplayer networking, more coverage of the Unity game engine.

The bestselling Excel book on the market -- now in a new edition covering the latest version of Excel!Excel is the spreadsheet and data analysis tool of choice for people across the globe who utilize the Microsoft Office suite to make their work and personal lives easier. It is estimated that 1 in 7 people on the planet use Microsoft Office! If you're one of them, and want to get up to speed on the latest changes in Excel, you've come to the right place.Excel 2019 For Dummies has been updated to reflect the major changes and features made to Excel and covers everything you need to know to perform any spreadsheet task at hand. It includes information on creating and editing worksheets, formatting cells, entering formulas, creating and editing charts, inserting graphs, designing database forms, adding database records, using seek-and-find options, printing, adding hyperlinks to worksheets, saving worksheets as web pages, adding existing worksheet data to an existing webpage, pivot tables, pivot charts, formulas and functions, Excel data analysis, sending worksheets via e-mail, and so much more!* Get to know the new Excel interface* Become a pro at the spreadsheet and data analysis tool that's available as part of the Microsoft Office suite* Find time-tested and trusted advice from bestselling author and expert Greg Harvey* Use Excel to streamline your processes and make your work life easier than ever beforeWritten by a bestselling author and seasoned educator, Excel 2019 For Dummies makes it easier than ever to get everything out of this powerful data tool.

Accelerate your digital transformation and break down silos with Microsoft Dynamics 365 ItΓÇÖs no secret that running a business involves several complex parts like managing staff, financials, marketing, and operationsΓÇöjust to name a few. ThatΓÇÖs where Microsoft Dynamics 365, the most profitable business management tool, comes in. In Microsoft Dynamics 365 For Dummies, youΓÇÖll learn the aspects of the program and each of its applications from Customer Service to Financial Management. With expert author Renato BelluΓÇÖs clear instructions and helpful tips, youΓÇÖll be managing to your fullest advantage before you know it. LetΓÇÖs get started!  Digitally transform your business by connecting CRM and ERP Use data to make decisions across all business functions Integrate Dynamics 365 with Office 365 and LinkedIn  Manage financials and operations Are you running a dynamic business? This book shows you how!

This is the official Pocket Guide for the TOGAF® Standard, Version 9.2, from The Open Group. It is published in hard copy and electronic formats by Van Haren Publishing. The TOGAF Standard, a standard of The Open Group, is a proven Enterprise Architecture methodology and framework used by the world''s leading organizations to improve business efficiency. It is the most prominent and reliable Enterprise Architecture standard, ensuring consistent standards, methods, and communication among Enterprise Architecture professionals. Those professionals who are fluent in the TOGAF approach enjoy greater industry credibility, job effectiveness, and career opportunities. The TOGAF approach helps practitioners avoid being locked into proprietary methods, utilize resources more efficiently and effectively, and realize a greater return on investment.

Software is everywhere today, but countless software products and projects die a slow death without ever making any impact. The result is a tremendous amount of time and money wasted due to wrong assumptions, lack of focus, poor communication of objectives, lack of understanding and misalignment with overall goals. There has to be a better way to deliver! This handbook is a practical guide to impact mapping, a simple yet incredibly effective method for collaborative strategic planning that helps organisations make an impact with software. Impact mapping helps to create better plans and roadmaps that ensure alignment of business and delivery, and are easily adaptable to change. Impact mapping fits nicely into several current trends in software product management and release planning, including goal-oriented requirements engineering, frequent iterative delivery, agile and lean software methods, lean startup product development cycles, and design thinking. About the Author Gojko Adzic is a strategic software delivery consultant who works with ambitious teams to improve the quality of their software products and processes. Gojko won the 2012 Jolt Award for the best book, was voted by peers as the most influential agile testing professional in 2011, and his blog won the UK Agile Award for the best online publication in 2010.

An indispensable collection of practical tips and real-world advice for tackling common Python problems and taking your code to the next level.

Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles.

Think beyond bullet points-and amplify the impact of your message! Now in its 4th Edition, this popular classic illuminates an innovative, step-by-step methodology designed to unlock the amazing visual story waiting to be released from your message. Communications expert Cliff Atkinson shows how to apply classic storytelling tenets and practical, research-based guidelines as you work with Microsoft PowerPoint-for memorable, meaningful, and persuasive visual stories. Change your approach-and transform your results!

With Smart Card Programming the reader will have the expert guidance he need to work with smart cards. The book offers a comprehensive guide, to the technological aspects related to smart cards, providing an high level overview of the technological panorama and giving an in-depth technical coverage about the related architectures, programming paradigms and APIs. The first part of the book introduces the smart card technologies, the general concepts and a few case studies. It is addressed also to non-technical reader who wishes an high level overview on smart card world. The second part of the book is a technical guide to smart card specifications and programming paradigms. It dives into technical topics about smart card programming and applications development in C/C++, C#, Visual Basic and Java. Key features include: - Contact and Contactless Cards - ISO 7816 - NFC - JavaCard Framework - PC/SC - PKCS#11 - OpenCard Framework - Java - Smart Card I/O - GlobalPlatform - EMV

Getting Real details the business, design, programming, and marketing principles of 37signals. The book is packed with keep-it-simple insights, contrarian points of view, and unconventional approaches to software design. This is not a technical book or a design tutorial, it's a book of ideas. Anyone working on a web app - including entrepreneurs, designers, programmers, executives, or marketers - will find value and inspiration in this book. 37signals used the Getting Real process to launch five successful web-based applications (Basecamp, Campfire, Backpack, Writeboard, Ta-da List), and Ruby on Rails, an open-source web application framework, in just two years with no outside funding, no debt, and only 7 people (distributed across 7 time zones). Over 500,000 people around the world use these applications to get things done. Now you can find out how they did it and how you can do it too. It's not as hard as you think if you Get Real.