Fundamentals of Deep Learning
With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that's paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field. Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you're familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started. Examine the foundations of machine learning and neural networks; Learn how to train feed-forward neural networks; Use TensorFlow to implement your first neural network; Manage problems that arise as you begin to make networks deeper; Build neural networks that analyze complex images; Perform effective dimensionali ...
With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that's paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field. Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you're familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started. Examine the foundations of machine learning and neural networks; Learn how to train feed-forward neural networks; Use TensorFlow to implement your first neural network; Manage problems that arise as you begin to make networks deeper; Build neural networks that analyze complex images; Perform effective dimensionali ...
CSS Pocket Reference, 5th Edition
When you're working with CSS and need an answer now, this concise yet comprehensive quick reference provides the essential information you need. Revised and updated for CSS3, this fifth edition is ideal for intermediate to advanced web designers and developers. You'll find a short introduction to the key concepts of CSS and alphabetical summaries of CSS selectors and properties. You'll also discover information on new properties, including grid, flexbox, clipping, masking, and compositing. Quickly find the information you need; Explore CSS concepts, values, selectors and queries, and properties; Learn how new features complement and extend your CSS practices; Discover new properties including animations, grid, flexbox, masking, filtering, and compositing in this new edition. ...
When you're working with CSS and need an answer now, this concise yet comprehensive quick reference provides the essential information you need. Revised and updated for CSS3, this fifth edition is ideal for intermediate to advanced web designers and developers. You'll find a short introduction to the key concepts of CSS and alphabetical summaries of CSS selectors and properties. You'll also discover information on new properties, including grid, flexbox, clipping, masking, and compositing. Quickly find the information you need; Explore CSS concepts, values, selectors and queries, and properties; Learn how new features complement and extend your CSS practices; Discover new properties including animations, grid, flexbox, masking, filtering, and compositing in this new edition. ...
Using SVG with CSS3 and HTML5
Using Scalable Vector Graphics (SVG) for illustrations only scratches the surface of this format's potential on the web. With this practical guide, you'll learn how to use SVG not only for illustrations but also as graphical documents that you can integrate into complex HTML5 web pages, and style with custom CSS. Web developers will discover ways to adapt designs by adding data based graphics, dynamic styles, interaction, or animation. Divided into five parts, this book includes: SVG on the web: Understand how SVG works with HTML, CSS, and JavaScript to define graphics; Drawing with markup: Learn the vector language of x and y coordinates that let SVG create basic and custom shapes; Putting graphics in their place: Use the coordinate system to draw SVG shapes and text at different scales and positions; Artistic touches: Explore how color is used, how strokes are created and manipulated, and how graphical effects like filters, clipping, and masking are applied; SVG as an application: ...
Using Scalable Vector Graphics (SVG) for illustrations only scratches the surface of this format's potential on the web. With this practical guide, you'll learn how to use SVG not only for illustrations but also as graphical documents that you can integrate into complex HTML5 web pages, and style with custom CSS. Web developers will discover ways to adapt designs by adding data based graphics, dynamic styles, interaction, or animation. Divided into five parts, this book includes: SVG on the web: Understand how SVG works with HTML, CSS, and JavaScript to define graphics; Drawing with markup: Learn the vector language of x and y coordinates that let SVG create basic and custom shapes; Putting graphics in their place: Use the coordinate system to draw SVG shapes and text at different scales and positions; Artistic touches: Explore how color is used, how strokes are created and manipulated, and how graphical effects like filters, clipping, and masking are applied; SVG as an application: ...
Building JavaScript Games
Building JavaScript Games teaches game programming through a series of engaging, arcade-style games that quickly expand your JavaScript and HTML5 skills. JavaScript is in the top ten most-used programming languages world wide, and is the basis for applications that can run in any modern browser, on any device from smart phone to tablet to PC. Especial emphasis is given to touch-based interface, but all games also run using a regular mouse and keyboard setup. The approach in Building JavaScript Games follows the basic structure of a game rather than the syntax of a language. From almost the very first chapter you are building games to run on your phone or other device and show to your friends. Successive projects teach about handling player input, manipulating game objects, designing game worlds, managing levels, and realism through physics. All told, you'll develop four well-designed games, making Building JavaScript Games one of the most enjoyable ways there is to learn about progr ...
Building JavaScript Games teaches game programming through a series of engaging, arcade-style games that quickly expand your JavaScript and HTML5 skills. JavaScript is in the top ten most-used programming languages world wide, and is the basis for applications that can run in any modern browser, on any device from smart phone to tablet to PC. Especial emphasis is given to touch-based interface, but all games also run using a regular mouse and keyboard setup. The approach in Building JavaScript Games follows the basic structure of a game rather than the syntax of a language. From almost the very first chapter you are building games to run on your phone or other device and show to your friends. Successive projects teach about handling player input, manipulating game objects, designing game worlds, managing levels, and realism through physics. All told, you'll develop four well-designed games, making Building JavaScript Games one of the most enjoyable ways there is to learn about progr ...
Canon EOS Rebel T5/1200D For Dummies
Congratulations on your new Canon! Not sure where to begin? No worries! Canon EOS Rebel T5/1200D For Dummies makes it easy to cut through the intimidation of working with your DSLR camera to get great shots—without breaking a sweat. With this hands-on, friendly guide, you'll discover how to get a feel for your camera, shoot in auto mode, shift to manual settings to take full control of your photos, adjust lighting, focus, and color, manage playback options, learn basic troubleshooting, and much more. Truly stunning and impressive pictures are at your fingertips! ...
Congratulations on your new Canon! Not sure where to begin? No worries! Canon EOS Rebel T5/1200D For Dummies makes it easy to cut through the intimidation of working with your DSLR camera to get great shots—without breaking a sweat. With this hands-on, friendly guide, you'll discover how to get a feel for your camera, shoot in auto mode, shift to manual settings to take full control of your photos, adjust lighting, focus, and color, manage playback options, learn basic troubleshooting, and much more. Truly stunning and impressive pictures are at your fingertips! ...
Data Push Apps with HTML5 SSE
Make sure your website or web application users get content updates right now with minimal latency. This concise guide shows you how to push new data from the server to clients with HTML5 Server-Sent Events (SSE), an exceptional technology that doesn't require constant polling or user interaction. You'll learn how to build a real-world SSE application from start to finish that solves a demanding domain problem. You'll also discover how to increase that application's desktop and mobile browser support from 60% to 99%, using different fallback solutions. If you're familiar with HTML, HTTP, and basic JavaScript, you're ready to get started. ...
Make sure your website or web application users get content updates right now with minimal latency. This concise guide shows you how to push new data from the server to clients with HTML5 Server-Sent Events (SSE), an exceptional technology that doesn't require constant polling or user interaction. You'll learn how to build a real-world SSE application from start to finish that solves a demanding domain problem. You'll also discover how to increase that application's desktop and mobile browser support from 60% to 99%, using different fallback solutions. If you're familiar with HTML, HTTP, and basic JavaScript, you're ready to get started. ...
Getting Started with SOQL
This practical guide will tell you everything you need to know about SOQL statements. You will learn the optimum way to write complex SOQL statements with this easy-to-understand guide. Beginning with basic SOQL statements, you will progress quickly onto more advanced statements, such as how to filter multiselect picklist values to escape sequences. This book will teach you how to sort records with more than one field, sorting with more than one field–one in ascending order and another field in descending order—and sorting null records in the first or in the last. You will learn about all the features provided while you are writing SOQL statements. This book will make you a SOQL expert by teaching you how to write SOQL statements in an optimized and effective way. ...
This practical guide will tell you everything you need to know about SOQL statements. You will learn the optimum way to write complex SOQL statements with this easy-to-understand guide. Beginning with basic SOQL statements, you will progress quickly onto more advanced statements, such as how to filter multiselect picklist values to escape sequences. This book will teach you how to sort records with more than one field, sorting with more than one field–one in ascending order and another field in descending order—and sorting null records in the first or in the last. You will learn about all the features provided while you are writing SOQL statements. This book will make you a SOQL expert by teaching you how to write SOQL statements in an optimized and effective way. ...
Learning MS Dynamics AX 2012 Programming
This tutorial has been carefully structured to guide you through the basic features of AX development and get you started as quickly as possible. With this book, you will soon be able to develop and maintain comprehensive management solutions to enhance your Dynamics AX 2012 application's performance. Starting with a tour of the development environment, you'll gain a deep understanding of Dynamics AX tools and architecture, before getting to grips with X++ for deeper customization. You will also learn how to search, manipulate, and integrate data. The practical examples in this book take you through sample AX development projects and help you learn to create forms, reports, menu items, menus, and navigation pages. The book also helps you work with MorphX. By the end of this book, you will have a better understanding of the inner workings of Microsoft Dynamics AX - making your development simpler and faster, and your applications fast, reliable, and robust. ...
This tutorial has been carefully structured to guide you through the basic features of AX development and get you started as quickly as possible. With this book, you will soon be able to develop and maintain comprehensive management solutions to enhance your Dynamics AX 2012 application's performance. Starting with a tour of the development environment, you'll gain a deep understanding of Dynamics AX tools and architecture, before getting to grips with X++ for deeper customization. You will also learn how to search, manipulate, and integrate data. The practical examples in this book take you through sample AX development projects and help you learn to create forms, reports, menu items, menus, and navigation pages. The book also helps you work with MorphX. By the end of this book, you will have a better understanding of the inner workings of Microsoft Dynamics AX - making your development simpler and faster, and your applications fast, reliable, and robust. ...
Learning PHP, MySQL & JavaScript, 4th Edition
Build interactive, data-driven websites with the potent combination of open-source technologies and web standards, even if you have only basic HTML knowledge. With this popular hands-on guide, you'll tackle dynamic web programming with the help of today's core technologies: PHP, MySQL, JavaScript, jQuery, CSS, and HTML5. Explore each technology separately, learn how to use them together, and pick up valuable web programming practices along the way. At the end of the book, you'll put everything together to build a fully functional social networking site, using XAMPP or any development stack you choose. ...
Build interactive, data-driven websites with the potent combination of open-source technologies and web standards, even if you have only basic HTML knowledge. With this popular hands-on guide, you'll tackle dynamic web programming with the help of today's core technologies: PHP, MySQL, JavaScript, jQuery, CSS, and HTML5. Explore each technology separately, learn how to use them together, and pick up valuable web programming practices along the way. At the end of the book, you'll put everything together to build a fully functional social networking site, using XAMPP or any development stack you choose. ...
Managing Windows Servers with Chef
This book begins with an introduction to the functionality and benefits of using Chef to manage Windows systems. From there, you are shown an overview of the Chef architecture and how to prepare a Windows host so that it can be managed by Chef, followed by an example of writing code to install a popular .NET application with Chef. This book looks at how Windows system administrators can effectively leverage Chef as an automated system management tool to simplify their lives through managed infrastructure. Included are practical examples that will help you to understand how to take advantage of Chef when managing your infrastructure. ...
This book begins with an introduction to the functionality and benefits of using Chef to manage Windows systems. From there, you are shown an overview of the Chef architecture and how to prepare a Windows host so that it can be managed by Chef, followed by an example of writing code to install a popular .NET application with Chef. This book looks at how Windows system administrators can effectively leverage Chef as an automated system management tool to simplify their lives through managed infrastructure. Included are practical examples that will help you to understand how to take advantage of Chef when managing your infrastructure. ...