Download or read book Windows 10 For Dummies written by Andy Rathbone and published by John Wiley & Sons. This book was released on 2015-08-10 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Illustrates the new features of Windows 10.

Download or read book Windows 10 May 2019 Update The Missing Manual written by David Pogue and published by O'Reilly Media. This book was released on 2019-05-10 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Windows 10 May 2019 Update adds a host of new and improved features to Microsoft’s flagship operating system—and this jargon-free guide helps you get the most out of every component. This in-depth Missing Manual covers the entire system and introduces you to the latest features in the Windows Professional, Enterprise, Education, and Home editions. You’ll learn how to take advantage of improvements to the Game Bar, Edge browser, Windows Online, smartphone features, and a lot more. Written by David Pogue—tech critic for Yahoo Finance and former columnist for The New York Times—this updated edition illuminates its subject with technical insight, plenty of wit, and hardnosed objectivity.

Download or read book Windows 10 Essentials for Administration written by William Stanek and published by Stanek & Associates. This book was released on 2016-10-25 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert advice for Windows 10 right at your fingertips. Includes updates for the Windows 10 anniversary edition! Practical and precise, this hands-on guide with ready answers is designed for architects, administrators, engineers and others working with Windows 10. If you're an IT Pro responsible for configuring, managing and maintaining computers running Windows 10, start with this well-organized and authoritative resource. Inside you'll find expert insights, tips, tricks and workarounds that will save time and help you get the job done by giving you the right information right now. During the course of reading this book, you will master a number of complex topics, techniques, commands and functions. Topics covered include: Deploying and customizing the operating system Installing and maintaining universal apps Configuring Group Policy preferences and settings Provisioning and using device management Managing access and security Installing hardware devices and drivers Troubleshooting and resolving system issues And much, much more!!! Not only will this informative training manual help you become familiar with essential concepts, it'll help you reach new levels of mastery. This is the ideal concise, immediate answers reference you’ll want with you at all times. Table of Contents About This Book 1. Welcome to Windows 10 Navigating Windows 10 Editions Deploying Windows 10 Setting up Out of the Box 2. Working with Windows 10 Exploring Key Features Getting to Know Windows 10 Running Windows 10 3. Implementing Device Management Getting Started with Microsoft Intune Getting Started with the Windows 10 ADK Working with Windows Imaging And Configuration Designer Creating and Deploying Provisioning Packages Provisioning Walkthrough: Upgrading to Mobile Enterprise Edition 4. Using Policy-based Management Configuring Domain-Joined Devices Implementing Policy-based Management Using Logon and Startup Policies Using Scripts in Policies Using Data Management Policies Using Networking Policies 5. Using Preferences for Management Working with Preferences Managing Preference Items 6. Fine-Tuning User Account Control Understanding UAC in Windows 10 Managing Elevation of Privileges Managing UAC for Apps 7. Creating and Configuring Accounts Local, Domain and Connected Accounts Creating User Accounts Configuring User Accounts 8. Maintaining Accounts Managing Local User Accounts and Groups Managing User Account Passwords Managing Stored Credentials 9. Supporting Windows 10 Essential Support Tools Managing System Time Configuring Internet Time Essential Maintenance Tools 10. Managing System Properties Optimizing Performance Options Managing Environment Variables Configuring Startup and Recovery Options Managing System Protection Settings 11. Optimizing Power Management Managing Battery Power Understanding Power Plans and Sleep Modes Configuring Power Options Managing Power Options from the Command Line Working with Power Plans Using Alarms and Configuring Alarm Actions 12. Configuring Hardware Managing Device Installation Working with Device Drivers Maintaining Devices and Drivers 13. Installing and Maintaining Universal Apps Working with Apps Maintaining Apps Optimizing App Security for the Enterprise 14. Maintaining Windows 10 Windows Update: The Essentials Working with Support Services Managing Services Using Preferences Detecting and Resolving Windows 10 Errors Scheduling Maintenance Tasks 15. Managing Data and Recovery Using File History Using Previous Versions Managing Failures Creating a Recovery Drive Using Restore Points for Recovery Troubleshooting Startup and Shutdown William Stanek has been developing expert solutions for and writing professionally about Microsoft Windows since 1995. In Windows 10: Essentials for Administration, William shares his extensive knowledge of the product.

Download or read book Microsoft Azure Essentials Azure Machine Learning written by Jeff Barnes and published by Microsoft Press. This book was released on 2015-04-25 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft Azure Essentials from Microsoft Press is a series of free ebooks designed to help you advance your technical skills with Microsoft Azure. This third ebook in the series introduces Microsoft Azure Machine Learning, a service that a developer can use to build predictive analytics models (using training datasets from a variety of data sources) and then easily deploy those models for consumption as cloud web services. The ebook presents an overview of modern data science theory and principles, the associated workflow, and then covers some of the more common machine learning algorithms in use today. It builds a variety of predictive analytics models using real world data, evaluates several different machine learning algorithms and modeling strategies, and then deploys the finished models as machine learning web services on Azure within a matter of minutes. The ebook also expands on a working Azure Machine Learning predictive model example to explore the types of client and server applications you can create to consume Azure Machine Learning web services. Watch Microsoft Press’s blog and Twitter (@MicrosoftPress) to learn about other free ebooks in the Microsoft Azure Essentials series.

Download or read book Understanding Google Sheets 2021 Edition written by Kevin Wilson and published by Elluminet Press. This book was released on 2023-11-10 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: We've all been there before, staring at a computer screen with no idea what to do - don't worry Understanding Google Sheets is here to help. Written by best-selling technology author, lecturer, and computer trainer Kevin Wilson, Understanding Google Sheets is packed with easy to follow instructions, photos, illustrations, helpful tips and video demos. Updated to cover the latest version of Google Sheets, this guide will show you how to: Start Google Sheets and find your way around navigation menus Format text: bold, italic, underlined, and strikethrough Align text, highlight and change text colour Cut, copy, paste and using the clipboard Add borders, cell shading and conditional formatting Insert charts Add, move and crop images Insert formulas and functions Filter and sort data Analysed data with goalseek and pivot tables Add validation rules to ensure users enter accurate data Print your spreadsheets Convert documents to other formats such as PDF or Excel Share your spreadsheets, print them out, or email them as attachments. Collaborate with other users with collaboration features Check spelling and grammar Expand the functionality of Google Sheets using Addons Take Google Sheets with you on your tablet and work from anywhere Get started with Google Drive You'll want to keep this edition handy as you make your way around Google Sheets. We want to create the best possible resource to help you, so if we've missed anything out then please get in touch using [email protected] and let us know. Thanks. Have Fun!

Download or read book Introducing Microsoft Power BI written by Alberto Ferrari and published by Microsoft Press. This book was released on 2016-07-07 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Introducing Microsoft Power BI enables you to evaluate when and how to use Power BI. Get inspired to improve business processes in your company by leveraging the available analytical and collaborative features of this environment. Be sure to watch for the publication of Alberto Ferrari and Marco Russo's upcoming retail book, Analyzing Data with Power BI and Power Pivot for Excel (ISBN 9781509302765). Go to the book's page at the Microsoft Press Store here for more details:http://aka.ms/analyzingdata/details. Learn more about Power BI at https://powerbi.microsoft.com/.

Download or read book Windows 10 Inside Out includes Current Book Service written by Ed Bott and published by Microsoft Press. This book was released on 2016-11-22 with total page 1495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Conquer today’s Windows 10—from the inside out! Dive into Windows 10—and really put your Windows expertise to work. Focusing on the most powerful and innovative features of Windows 10, this supremely organized reference packs hundreds of timesaving solutions, tips, and workarounds—all fully reflecting the major Windows 10 Anniversary Update. From new Cortana and Microsoft Edge enhancements to the latest security and virtualization features, you’ll discover how experts tackle today’s essential tasks—and challenge yourself to new levels of mastery. Install, configure, and personalize the newest versions of Windows 10 Understand Microsoft’s revamped activation and upgrade processes Discover major Microsoft Edge enhancements, including new support for extensions Use today’s improved Cortana services to perform tasks, set reminders, and retrieve information Make the most of the improved ink, voice, touch, and gesture support in Windows 10 Help secure Windows 10 in business with Windows Hello and Azure AD Deploy, use, and manage new Universal Windows Platform (UWP) apps Take advantage of new entertainment options, including Groove Music Pass subscriptions and connections to your Xbox One console Manage files in the cloud with Microsoft OneDrive and OneDrive for Business Use the improved Windows 10 Mail and Calendar apps and the new Skype app Fine-tune performance and troubleshoot crashes Master high-efficiency tools for managing Windows 10 in the enterprise Leverage advanced Hyper-V features, including Secure Boot, TPMs, nested virtualization, and containers In addition, this book is part of the Current Book Service from Microsoft Press. Books in this program will receive periodic updates to address significant software changes for 12 to 18 months following the original publication date via a free Web Edition. Learn more at https://www.microsoftpressstore.com/cbs.

Download or read book Emergency Response Guidebook written by U.S. Department of Transportation and published by Simon and Schuster. This book was released on 2013-06-03 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does the identification number 60 indicate a toxic substance or a flammable solid, in the molten state at an elevated temperature? Does the identification number 1035 indicate ethane or butane? What is the difference between natural gas transmission pipelines and natural gas distribution pipelines? If you came upon an overturned truck on the highway that was leaking, would you be able to identify if it was hazardous and know what steps to take? Questions like these and more are answered in the Emergency Response Guidebook. Learn how to identify symbols for and vehicles carrying toxic, flammable, explosive, radioactive, or otherwise harmful substances and how to respond once an incident involving those substances has been identified. Always be prepared in situations that are unfamiliar and dangerous and know how to rectify them. Keeping this guide around at all times will ensure that, if you were to come upon a transportation situation involving hazardous substances or dangerous goods, you will be able to help keep others and yourself out of danger. With color-coded pages for quick and easy reference, this is the official manual used by first responders in the United States and Canada for transportation incidents involving dangerous goods or hazardous materials.

Download or read book Windows 10 written by David Pogue and published by O'Reilly Media. This book was released on 2018-07-15 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Microsoft's last Windows version, the April 2018 Update, is a glorious Santa sack full of new features and refinements. What's still not included, though, is a single page of printed instructions. Fortunately, David Pogue is back to help you make sense of it all--with humor, authority, and 500 illustrations."--Page 4 of cover.

Download or read book Microsoft Windows 10 Training Manual Classroom in a Book written by TeachUcomp and published by TeachUcomp Inc.. This book was released on 2020-10-27 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complete classroom training manual for Microsoft Windows 10. 232 pages and 164 individual topics. Includes practice exercises and keyboard shortcuts. Professionally developed and sold all over the world, these materials are provided in full-color PDF format with not-for-profit reprinting rights and offer clear, concise, and easy-to-use instructions. You will learn File Explorer, how to adjust system and device settings, desktop management, creating documents, Using Microsoft Edge, and much more. Topics Covered: Introduction to Windows 1. About Windows 2. Sign in to Windows 10 with a Microsoft User Account 3. The Mouse 4. Touch Gestures in Windows 10 5. The Windows Desktop 6. The Start Button 7. The Start Menu in Windows 10 8. Customizing the Start Menu in Windows 10 9. The Start Screen in Windows 10 10. Customizing the Start Screen in Windows 10 11. Choosing the Start Menu or Start Screen 12. Tablet Mode Settings in Windows 10 13. Using Tablet Mode in Windows 10 14. Text Search in Windows 10 15. Search Using Cortana in Windows 10 16. Universal App Windows in Windows 10 17. App Snapping in Windows 10 18. Resizing a Desktop Window 19. Scrolling a Window 20. Shutting Down Windows 21. Downloading Apps from the Windows Store 22. Sign-in with a PIN or Picture 23. Changing or Removing a PIN or Picture Password File Explorer 1. File Explorer in Windows 10 2. Navigating Folders 3. Changing Folder Views 4. Sorting Folder Contents 5. Selecting Files 6. Opening a File 7. Reopening a Frequently Opened Folder 8. Creating a New Folder 9. Renaming Files and Folders 10. Cutting, Copying, and Pasting Files and Folders 11. Burning a CD or DVD 12. Deleting Files 13. Managing Libraries in Windows 10 14. Managing the Computer and Drives in Windows 10 15. Quick Access in Windows 10 16. OneDrive Folders in File Explorer 17. Zip Folders in File Explorer 18. Unzip Files in File Explorer Windows 10 Settings 1. Windows 10 Settings System Settings 1. Accessing the “System” Settings 2. Changing the Display Settings 3. Notification and Action Settings 4. Managing Apps and Features 5. Multitasking Settings in Windows 10 6. Battery Saver Settings in Windows 10 7. Power and Sleep Settings in Windows 10 8. Manage Storage Space in Windows 10 9. Download and Manage Offline Maps in Windows 10 10. Set the Default Apps in Windows 10 11. View Information About Your Device Devices Settings 1. Accessing the “Devices” Settings 2. Managing Printers and Scanners 3. Managing Other Connected Devices 4. Mouse and Touchpad Settings 5. Typing Settings 6. AutoPlay Settings Network and Internet Settings 1. Accessing the “Network and Internet” Settings 2. Connect to Wi-Fi Networks and Manage Wi-Fi Settings 3. Airplane Mode Settings 4. View Data Usage 5. VPN Settings 6. Dial-up Settings 7. Ethernet Settings 8. Proxy Settings Personalization Settings 1. Accessing the “Personalization” Settings 2. Changing the Background Settings 3. Changing the Color Settings 4. Lock Screen and Screen Saver Settings 5. Theme, Sound, and Desktop Icon Settings 6. Start Settings Accounts Settings 1. Accessing the “Accounts” Settings 2. Managing Your Account Settings 3. Manage Sign-in Options for Your Device 4. Managing Work Access Account Settings 5. Managing Family and Other Users 6. Managing Sync Settings Time and Language Settings 1. Accessing the “Time and Language” Settings 2. Date and Time Settings 3. Region and Language Settings 4. Speech Settings Ease of Access Settings 1. Accessing the “Ease of Access” Settings 2. Narrator Settings 3. Magnifier Settings 4. High Contrast Settings 5. Closed Captions Settings 6. Keyboard Accessibility Settings 7. Mouse Accessibility Settings 8. Cursor and Other Visual Accessibility Settings Privacy Settings 1. Accessing the “Privacy” Settings 2. General Privacy Settings 3. Location Privacy Settings 4. Camera Privacy Settings 5. Microphone Privacy Settings 6. Speech, Inking, and Typing Privacy Settings 7. Account Info Privacy Settings 8. Contacts Privacy Settings 9. Calendar Privacy Settings 10. Messaging Privacy Settings 11. Radios Privacy Settings 12. Privacy Settings for Other Devices 13. Feedback and Diagnostics Privacy Settings 14. Background Apps Privacy Settings Update and Security Settings 1. Accessing the “Update and Security” Settings 2. Windows Update Settings 3. Windows Defender Settings 4. Backup Settings 5. Recovery Settings 6. Activation Settings 7. Developer Settings Control Panel Settings 1. The Control Panel 2. File History 3. System Restore 4. Audio Adjustment 5. Adding Devices and Printers 6. Installing and Uninstalling Software Desktop Management 1. The Recycle Bin 2. Creating Desktop Shortcuts 3. Pinning Items to the Taskbar 4. Moving and Resizing the Taskbar 5. Setting the Date and Time Display 6. The Action Center 7. Virtual Desktops 8. OneDrive Settings 9. Using Cortana Creating Documents 1. Starting WordPad and Creating a New Document 2. Copying and Pasting Text 3. Formatting Text 4. Saving a Document 5. Opening a Document 6. Printing a Document 7. Closing a Document Drawing Pictures 1. Starting Paint and Creating a New Document 2. Drawing Shapes and Lines 3. Adding Text 4. Erasing Parts of a Picture 5. Saving a Picture 6. Opening a Picture Using the Internet and Microsoft Edge 1. About the Internet 2. Connecting to the Internet 3. The Microsoft Edge Interface 4. Viewing Web Pages in Microsoft Edge 5. Find Text in Web Pages in Microsoft Edge 6. Reading View in Microsoft Edge 7. Add a Favorite to Microsoft Edge 8. Add a Page to the Reading List 9. Manage Favorites in the Hub 10. Manage the Reading List in the Hub 11. Manage Browser History in the Hub 12. Manage Downloads in the Hub 13. Make a Web Note in Microsoft Edge 14. Sharing Web Pages in Microsoft Edge 15. Opening a New Window or New InPrivate Window 16. Zoom Web Pages in Microsoft Edge 17. Print Web Pages in Microsoft Edge 18. Settings in Microsoft Edge 19. Advanced Settings in Microsoft Edge 20. Using Cortana in Microsoft Edge 21. Windows Defender in Windows 10 Printing Information 1. Selecting a Printer 2. General Printing Options 3. Managing Print Jobs

Download or read book Windows 10 In Depth includes Content Update Program written by Brian Knittel and published by Que Publishing. This book was released on 2015-09-10 with total page 1650 pages. Available in PDF, EPUB and Kindle. Book excerpt: Windows 10 In Depth is just the guide you need. It will get you through the learning curve to become a Windows 10 expert. The authors of Windows 10 In Depth have scaled the steepest part of the learning curve for you, and give you great guidance from the first page to the last, from your first hour with Windows 10 to long-term management and maintenance tasks. In addition, this book is part of Que’s exciting new Content Update Program. As Microsoft updates features of Windows 10, sections of this book will be updated or new sections will be added to match the updates to the software. The updates will be delivered to you via a FREE Web Edition of this book, which can be accessed with any Internet connection. To learn more, visit www.quepublishing.com/CUP. This massive book includes detailed step-by-step procedures, which you through even the most complex configuration and management tasks. Whether you have a traditional PC or a souped-up tablet with a touchscreen, Windows 10 In Depth is just the guide you need. It will get you through the learning curve to become a Windows 10 expert. The authors have scaled the steepest part of the learning curve for you. From the first page to the last, and from your first hour with Windows 10, Brian Knittel and Paul McFedries share their 50+ years of combined Windows, networking, and security experience with you.

Download or read book Microsoft Windows Networking Essentials written by Darril Gibson and published by John Wiley & Sons. This book was released on 2011-05-02 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: The core concepts and technologies of Windows networking Networking can be a complex topic, especially for those new to the field of IT. This focused, full-color book takes a unique approach to teaching Windows networking to beginners by stripping down a network to its bare basics, thereby making each topic clear and easy to understand. Focusing on the new Microsoft Technology Associate (MTA) program, this book pares down to just the essentials, showing beginners how to gain a solid foundation for understanding networking concepts upon which more advanced topics and technologies can be built. This straightforward guide begins each chapter by laying out a list of topics to be discussed, followed by a concise discussion of the core networking skills you need to have to gain a strong handle on the subject matter. Chapters conclude with review questions and suggested labs so you can measure your level of understanding of the chapter's content. Serves as an ideal resource for gaining a solid understanding of fundamental networking concepts and skills Offers a straightforward and direct approach to networking basics and covers network management tools, TCP/IP, the name resolution process, and network protocols and topologies Reviews all the topics you need to know for taking the MTA 98-366 exam Provides an overview of networking components, discusses connecting computers to a network, and looks at connecting networks with routers If you're new to IT and interested in entering the IT workforce, then Microsoft Windows Networking Essentials is essential reading.

Download or read book Shelly Cashman Series Microsoft Windows 10 Intermediate written by Steven M. Freund and published by Cengage Learning. This book was released on 2016-02-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the latest advantages that Microsoft Office has to offer with most recent book in the acclaimed Shelly Cashman Series: MICROSOFT WINDOWS 10: INTERMEDIATE. For more than three decades, the Shelly Cashman Series has effectively introduced computer skills to millions. MICROSOFT WINDOWS 10: INTERMEDIATE continues the Series’ strong history of innovation with a hallmark learning approach specifically designed to address the learning styles of today’s learners. Effective features engage readers, improve retention, and prepare learners for success in working with MS Windows 10. The book’s trademark step-by-step, screen-by-screen approach encourages readers to expand their understanding of the Microsoft Windows 10 operating system through experimentation, exploration, and learning by doing. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Download or read book Microsoft Teams 2020 Training Manual Classroom in a Book written by TeachUcomp and published by TeachUcomp Inc.. This book was released on 2020-10-19 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complete classroom training manual for Microsoft Teams 2020. 101 pages and 51 individual topics. Includes practice exercises and keyboard shortcuts. You will learn how to create and manage teams, channels, and users, setup and attend meetings, make calls, create live events, and much more. Topics Covered: Getting Acquainted with Teams 1. The Teams Environment 2. Viewing and Managing the Activity Feed 3. Customizing Settings 4. Setting Your Status and Creating Status Messages Setting Up Teams and Channels 1. Overview of Teams and Channels 2. Creating Teams and Adding Members 3. Ordering, Editing, Hiding, and Deleting Teams 4. Managing Teams and Members 5. Creating Channels 6. Renaming, Deleting, Hiding, Showing, and Pinning Channels 7. Sending Email to an Entire Channel Posts and Messages 1. Creating and Formatting Posts 2. Making an Announcement 3. Getting Attention with @Mentions 4. Posting to Multiple Channels at Once 5. Using Tags 6. Editing and Deleting Posts and Messages 7. Reading and Saving Posts and Messages File Sharing and Collaboration 1. Uploading and Sharing Files 2. Syncing SharePoint and Teams Files 3. Collaborating on Files in Channels Chats and Calls 1. Starting and Pinning Chats 2. Filtering, Hiding, and Muting Chats 3. Creating Contacts and Contact Groups 4. Adding People to Your Speed Dial List 5. Making Video and Audio Calls 6. Answering Calls and Using the Meeting Controls Toolbar 7. Configuring Call Answer Rules and Voicemail 8. Checking Call History and Voicemail 9. Setting Up a Delegate to Take Your Calls Meetings 1. Scheduling a Meeting and Inviting Attendees 2. Using Meet Now for Instant Meetings 3. Meeting Options 4. Managing and Replying to Meetings 5. Starting and Joining a Meeting 6. Changing the Video Background in a Meeting 7. Sharing Your Screen in a Meeting 8. Sharing PowerPoint Slides in a Meeting 9. Recording a Meeting 10. Raising Hands, Spotlighting, Muting, and Removing Participants 11. Taking Notes in Meeting 12. Using Live Captions in Meetings 13. Ending a Meeting for Everyone in Attendance Live Events 1. Scheduling a Live Event 2. Producing a Live Event 3. Moderating a Live Event 4. Attending a Live Event Exploring Apps and Tools 1. Using Apps, Bots, and Connectors 2. Turing a File into a Tab 3. Using the Wiki Tab for Shared Information 4. Using the Command Box

Download or read book Deep Learning with PyTorch written by Luca Pietro Giovanni Antiga and published by Simon and Schuster. This book was released on 2020-07-01 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: “We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book 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. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors 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. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production

Download or read book Essential Windows NT System Administration written by AEleen Frisch and published by O'Reilly Media. This book was released on 1998 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: En la cub.: Effective and painless NT management.

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala