Thoughtful Machine Learning
Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks. Machine-learning algorithms often have tests baked in, but they can't account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you're familiar with Ruby 2.1, you're ready to start. ...
Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks. Machine-learning algorithms often have tests baked in, but they can't account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you're familiar with Ruby 2.1, you're ready to start. ...
Learning Agile
Agile has revolutionized the way teams approach software development, but with dozens of agile methodologies to choose from, the decision to "go agile" can be tricky. This practical book helps you sort it out, first by grounding you in agile's underlying principles, then by describing four specific-and well-used-agile methods: Scrum, extreme programming (XP), Lean, and Kanban. Each method focuses on a different area of development, but they all aim to change your team's mindset—from individuals who simply follow a plan to a cohesive group that makes decisions together. Whether you're considering agile for the first time, or trying it again, you'll learn how to choose a method that best fits your team and your company. ...
Agile has revolutionized the way teams approach software development, but with dozens of agile methodologies to choose from, the decision to "go agile" can be tricky. This practical book helps you sort it out, first by grounding you in agile's underlying principles, then by describing four specific-and well-used-agile methods: Scrum, extreme programming (XP), Lean, and Kanban. Each method focuses on a different area of development, but they all aim to change your team's mindset—from individuals who simply follow a plan to a cohesive group that makes decisions together. Whether you're considering agile for the first time, or trying it again, you'll learn how to choose a method that best fits your team and your company. ...
Ruby Wizardry
The Ruby programming language is perfect for beginners: easy to learn, powerful, and fun to use! But wouldn't it be more fun if you were learning with the help of some wizards and dragons? Ruby Wizardry is a playful, illustrated tale that will teach you how to program in Ruby by taking you on a fantastical journey. As you follow the adventures of young heroes Ruben and Scarlet, you'll learn real programming skills. Along the way, you'll meet colorful characters from around the kingdom, like the hacker Queen, the Off-White Knight, and Wherefore the minstrel. Ruby Wizardry will have you (or your little wizard) hooked on programming in no time. ...
The Ruby programming language is perfect for beginners: easy to learn, powerful, and fun to use! But wouldn't it be more fun if you were learning with the help of some wizards and dragons? Ruby Wizardry is a playful, illustrated tale that will teach you how to program in Ruby by taking you on a fantastical journey. As you follow the adventures of young heroes Ruben and Scarlet, you'll learn real programming skills. Along the way, you'll meet colorful characters from around the kingdom, like the hacker Queen, the Off-White Knight, and Wherefore the minstrel. Ruby Wizardry will have you (or your little wizard) hooked on programming in no time. ...
Android Security Internals
There are more than one billion Android devices in use today, each one a potential target. Unfortunately, many fundamental Android security features have been little more than a black box to all but the most elite security professionals - until now. In Android Security Internals, top Android security expert Nikolay Elenkov takes us under the hood of the Android security system. Elenkov describes Android security architecture from the bottom up, delving into the implementation of major security-related components and subsystems, like Binder IPC, permissions, cryptographic providers, and device administration. ...
There are more than one billion Android devices in use today, each one a potential target. Unfortunately, many fundamental Android security features have been little more than a black box to all but the most elite security professionals - until now. In Android Security Internals, top Android security expert Nikolay Elenkov takes us under the hood of the Android security system. Elenkov describes Android security architecture from the bottom up, delving into the implementation of major security-related components and subsystems, like Binder IPC, permissions, cryptographic providers, and device administration. ...
Black Hat Python
When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. But just how does the magic happen? In Black Hat Python, the latest from Justin Seitz (author of the best-selling Gray Hat Python), you'll explore the darker side of Python's capabilities - writing network sniffers, manipulating packets, infecting virtual machines, creating stealthy trojans, and more. Insider techniques and creative challenges throughout show you how to extend the hacks and how to write your own exploits. When it comes to offensive security, your ability to create powerful tools on the fly is indispensable. Learn how in Black Hat Python. ...
When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. But just how does the magic happen? In Black Hat Python, the latest from Justin Seitz (author of the best-selling Gray Hat Python), you'll explore the darker side of Python's capabilities - writing network sniffers, manipulating packets, infecting virtual machines, creating stealthy trojans, and more. Insider techniques and creative challenges throughout show you how to extend the hacks and how to write your own exploits. When it comes to offensive security, your ability to create powerful tools on the fly is indispensable. Learn how in Black Hat Python. ...
iPad All-in-One For Dummies, 7th Edition
The iPad may be small, but it packs a big punch. This all-encompassing guide provides step-by-step guidance for iPad and iPad mini users looking to make the most of this small wonder—at home, at work, or on the go. Whether you're an iPad newbie or have been puttering around with it for a while, there's something inside for everyone! For the uninitiated — pick the iPad model that's right for you and discover cool bling you can add to accessorize it; It's your iPad, you can play if you want to — explore the iTunes store, preview, buy, and rent media, use iCloud to push purchases to all devices, and set up Family Sharing; Get connected — make your Wi-Fi and 3G/4G settings, tether your iPad to your smartphone, and sync content across devices; iWorking 9–5 — get familiar with the iWork for iOS apps, improve documents by adding photos and images, and manage your iWork documents like a pro. ...
The iPad may be small, but it packs a big punch. This all-encompassing guide provides step-by-step guidance for iPad and iPad mini users looking to make the most of this small wonder—at home, at work, or on the go. Whether you're an iPad newbie or have been puttering around with it for a while, there's something inside for everyone! For the uninitiated — pick the iPad model that's right for you and discover cool bling you can add to accessorize it; It's your iPad, you can play if you want to — explore the iTunes store, preview, buy, and rent media, use iCloud to push purchases to all devices, and set up Family Sharing; Get connected — make your Wi-Fi and 3G/4G settings, tether your iPad to your smartphone, and sync content across devices; iWorking 9–5 — get familiar with the iWork for iOS apps, improve documents by adding photos and images, and manage your iWork documents like a pro. ...
Photoshop Elements 13 All-in-One For Dummies
Whether you prefer to snap shots on your smartphone or never leave home without your DSLR, chances are you have way more photos than you ever dreamed possible. With the help of Photoshop Elements 13 All-in-One For Dummies, you can edit those photos and turn them into stunning works of art. The book will help you get to know the key features of Photoshop Elements, including examining the Elements workspace; navigating the tools; viewing images on your computer; setting your preferences; and acquiring, saving, and exporting images. You'll then take your skills to next level and become a pro at working with iOS and Android devices, specifying resolution and changing image sizing, choosing color modes and file formats, working with Camera Raw, using and managing color, painting and drawing with Elements, creating layers, and so much more. Plus, you'll discover how to add pizzazz with styles and effects, apply quick image makeovers, correct lighting, color, and clarity, and composite with P ...
Whether you prefer to snap shots on your smartphone or never leave home without your DSLR, chances are you have way more photos than you ever dreamed possible. With the help of Photoshop Elements 13 All-in-One For Dummies, you can edit those photos and turn them into stunning works of art. The book will help you get to know the key features of Photoshop Elements, including examining the Elements workspace; navigating the tools; viewing images on your computer; setting your preferences; and acquiring, saving, and exporting images. You'll then take your skills to next level and become a pro at working with iOS and Android devices, specifying resolution and changing image sizing, choosing color modes and file formats, working with Camera Raw, using and managing color, painting and drawing with Elements, creating layers, and so much more. Plus, you'll discover how to add pizzazz with styles and effects, apply quick image makeovers, correct lighting, color, and clarity, and composite with P ...
The Uncertain Web
What's the best way to develop for a Web gone wild? That's easy. Simply scrap the rules you've relied on all these years and embrace uncertainty as a core tenet of design. In this practical book, veteran developer Rob Larsen outlines the principles out what he calls The Uncertain Web, and shows you techniques necessary to successfully make the transition. By combining web standards, progressive enhancement, an iterative approach to design and development, and a desire to question the status quo, your team can create sites and applications that will perform well in a wide range of present and future devices. This guide points the way. ...
What's the best way to develop for a Web gone wild? That's easy. Simply scrap the rules you've relied on all these years and embrace uncertainty as a core tenet of design. In this practical book, veteran developer Rob Larsen outlines the principles out what he calls The Uncertain Web, and shows you techniques necessary to successfully make the transition. By combining web standards, progressive enhancement, an iterative approach to design and development, and a desire to question the status quo, your team can create sites and applications that will perform well in a wide range of present and future devices. This guide points the way. ...
Programming Chrome Apps
Put your web app design skills to work by learning how to create powerful and portable Chrome Apps. With this practical book, you'll learn how to build Google's unique apps to behave just like native apps so they can interact with hardware devices, access external files, and send notifications. Author Marc Rochkind takes you through a hands-on, objective tour of Chrome Apps, which run on any platform that supports the Chrome browser—including OS X, Windows, Linux, as well as Android and iOS. If you know how to work with HTML, CSS, JavaScript, and the DOM, you're ready to get started. ...
Put your web app design skills to work by learning how to create powerful and portable Chrome Apps. With this practical book, you'll learn how to build Google's unique apps to behave just like native apps so they can interact with hardware devices, access external files, and send notifications. Author Marc Rochkind takes you through a hands-on, objective tour of Chrome Apps, which run on any platform that supports the Chrome browser—including OS X, Windows, Linux, as well as Android and iOS. If you know how to work with HTML, CSS, JavaScript, and the DOM, you're ready to get started. ...
Cassandra Data Modeling and Analysis
Starting with a quick introduction to Cassandra, this book flows through various aspects such as fundamental data modeling approaches, selection of data types, designing a data model, choosing suitable keys and indexes through to a real-world application, all the while applying the best practices covered in this book. Although the application is small, you will be involved in the full development life cycle. You will go through the design considerations of coming up with a flexible and sustainable data model for a stock market technical-analysis application written in Python. As business changes continually and so does a data model, you will also learn the techniques of evolving a data model to address new business requirements. Running a web-scale Cassandra cluster requires many careful considerations such as evolving a data model, performance tuning, and system monitoring. This book is an invaluable tutorial for anyone who wants to adopt Cassandra. ...
Starting with a quick introduction to Cassandra, this book flows through various aspects such as fundamental data modeling approaches, selection of data types, designing a data model, choosing suitable keys and indexes through to a real-world application, all the while applying the best practices covered in this book. Although the application is small, you will be involved in the full development life cycle. You will go through the design considerations of coming up with a flexible and sustainable data model for a stock market technical-analysis application written in Python. As business changes continually and so does a data model, you will also learn the techniques of evolving a data model to address new business requirements. Running a web-scale Cassandra cluster requires many careful considerations such as evolving a data model, performance tuning, and system monitoring. This book is an invaluable tutorial for anyone who wants to adopt Cassandra. ...