Data Scientists at Work
Data Scientists at Work is a collection of interviews with sixteen of the world's most influential and innovative data scientists from across the spectrum of this hot new profession. "Data scientist is the sexiest job in the 21st century," according to the Harvard Business Review. By 2018, the United States will experience a shortage of 190,000 skilled data scientists, according to a McKinsey report. Each of these data scientists shares how he or she tailors the torrent-taming techniques of big data, data visualization, search, and statistics to specific jobs by dint of ingenuity, imagination, patience, and passion. Data Scientists at Work parts the curtain on the interviewees' earliest data projects, how they became data scientists, their discoveries and surprises in working with data, their thoughts on the past, present, and future of the profession, their experiences of team collaboration within their organizations, and the insights they have gained as they get their ha ...
Data Scientists at Work is a collection of interviews with sixteen of the world's most influential and innovative data scientists from across the spectrum of this hot new profession. "Data scientist is the sexiest job in the 21st century," according to the Harvard Business Review. By 2018, the United States will experience a shortage of 190,000 skilled data scientists, according to a McKinsey report. Each of these data scientists shares how he or she tailors the torrent-taming techniques of big data, data visualization, search, and statistics to specific jobs by dint of ingenuity, imagination, patience, and passion. Data Scientists at Work parts the curtain on the interviewees' earliest data projects, how they became data scientists, their discoveries and surprises in working with data, their thoughts on the past, present, and future of the profession, their experiences of team collaboration within their organizations, and the insights they have gained as they get their ha ...
Data Visualization For Dummies
Big data is big news! Every company, industry, not-for-profit, and government agency wants and needs to analyze and leverage datasets that can quickly become ponderously large. Data visualization software enables different industries to present information in ways that are memorable and relevant to their mission. This full-color guide introduces you to a variety of ways to handle and synthesize data in much more interesting ways than mere columns and rows of numbers. Learn meaningful ways to show trending and relationships, how to convey complex data in a clear, concise diagram, ways to create eye-catching visualizations, and much more! ...
Big data is big news! Every company, industry, not-for-profit, and government agency wants and needs to analyze and leverage datasets that can quickly become ponderously large. Data visualization software enables different industries to present information in ways that are memorable and relevant to their mission. This full-color guide introduces you to a variety of ways to handle and synthesize data in much more interesting ways than mere columns and rows of numbers. Learn meaningful ways to show trending and relationships, how to convey complex data in a clear, concise diagram, ways to create eye-catching visualizations, and much more! ...
eBay For Dummies, 8th Edition
More than 112 million people regularly use eBay. To find the best deals and make the best profits, you need the guidance in this book from eBay expert Marsha Collier! With more than half a million copies sold in previous editions, it's packed with solid advice to help you get started, navigate the site, make winning bids, and learn to list and sell your own items successfully. This edition explores eBay in the context of sites like Amazon, Facebook, and Pinterest and adds in-depth information on managing multiple auctions, creating a store, knowing the market, marketing your sales, and more. ...
More than 112 million people regularly use eBay. To find the best deals and make the best profits, you need the guidance in this book from eBay expert Marsha Collier! With more than half a million copies sold in previous editions, it's packed with solid advice to help you get started, navigate the site, make winning bids, and learn to list and sell your own items successfully. This edition explores eBay in the context of sites like Amazon, Facebook, and Pinterest and adds in-depth information on managing multiple auctions, creating a store, knowing the market, marketing your sales, and more. ...
eCommerce in the Cloud
Is your eCommerce solution ready for the cloud? This practical guide shows experienced and aspiring web architects alike how to adopt cloud computing incrementally, using public Infrastructure-as-a-Service and Platform-as-a-Service. You will learn how to marshal as much capacity as you need to handle peak holiday or special-event traffic. Written by eCommerce expert Kelly Goetsch, this book helps architects leverage recent technological advances that have made it possible to run an entire enterprise-level eCommerce platform from a cloud. ...
Is your eCommerce solution ready for the cloud? This practical guide shows experienced and aspiring web architects alike how to adopt cloud computing incrementally, using public Infrastructure-as-a-Service and Platform-as-a-Service. You will learn how to marshal as much capacity as you need to handle peak holiday or special-event traffic. Written by eCommerce expert Kelly Goetsch, this book helps architects leverage recent technological advances that have made it possible to run an entire enterprise-level eCommerce platform from a cloud. ...
Expert Oracle SQL
Expert Oracle SQL: Optimization, Deployment, and Statistics is about optimizing individual SQL statements, especially on production database systems. This Oracle-specific book begins by assuming you have already identified a particular SQL statement and are considering taking steps to improve its performance. The book describes a systematic process by which to diagnose a problem statement, identify a fix, and to implement that fix safely in a production system. You'll learn not only to improve performance when it is too slow, but also to stabilize performance when it is too variable. You'll learn about system statistics and how the Cost-Based Optimizer uses them to determine a suitable execution plan for a given statement. That knowledge provides the foundation from which to identify the root cause, and to stabilize and improve performance. ...
Expert Oracle SQL: Optimization, Deployment, and Statistics is about optimizing individual SQL statements, especially on production database systems. This Oracle-specific book begins by assuming you have already identified a particular SQL statement and are considering taking steps to improve its performance. The book describes a systematic process by which to diagnose a problem statement, identify a fix, and to implement that fix safely in a production system. You'll learn not only to improve performance when it is too slow, but also to stabilize performance when it is too variable. You'll learn about system statistics and how the Cost-Based Optimizer uses them to determine a suitable execution plan for a given statement. That knowledge provides the foundation from which to identify the root cause, and to stabilize and improve performance. ...
F# Deep Dives
F# Deep Dives presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers approach problems, what concepts they use to solve them, and how they integrate F# into existing systems and environments. ...
F# Deep Dives presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers approach problems, what concepts they use to solve them, and how they integrate F# into existing systems and environments. ...
Foundation ActionScript 3, 2nd Edition
ActionScript 3 is a full-fledged programming language, with complete object-oriented capabilities, event handling, sound and video support, drawing capabilities, support for regular expressions, and much more. Whether you are just starting out on the road to computer programming and animation or an experienced developer who wants to learn a new language, you'll find all you need to know in Foundation ActionScript 3. Starting with the fundamentals, you'll learn how to add interactivity to your Flash movies by using ActionScript objects, manipulating sound and video, and harnessing the power of regular expressions and XML. The book concludes with two case studies to consolidate what you've learned and introduce some additional advanced techniques. You'll gain a solid understanding of the exciting world of ActionScript 3 and see how everything fits together, so you'll be able to build your own professional applications. ...
ActionScript 3 is a full-fledged programming language, with complete object-oriented capabilities, event handling, sound and video support, drawing capabilities, support for regular expressions, and much more. Whether you are just starting out on the road to computer programming and animation or an experienced developer who wants to learn a new language, you'll find all you need to know in Foundation ActionScript 3. Starting with the fundamentals, you'll learn how to add interactivity to your Flash movies by using ActionScript objects, manipulating sound and video, and harnessing the power of regular expressions and XML. The book concludes with two case studies to consolidate what you've learned and introduce some additional advanced techniques. You'll gain a solid understanding of the exciting world of ActionScript 3 and see how everything fits together, so you'll be able to build your own professional applications. ...
Foundations of Python Network Programming, 3rd Edition
Foundations of Python Network Programming, Third Edition, covers all of the classic topics found in the second edition of this book, including network protocols, network data and errors, email, server architecture, and HTTP and web applications, plus updates for Python 3. If you're a Python programmer who needs a deep understanding of how to use Python for network-related tasks and applications, this is the book for you. From web application developers, to systems integrators, to system administrators—this book has everything that you need to know. ...
Foundations of Python Network Programming, Third Edition, covers all of the classic topics found in the second edition of this book, including network protocols, network data and errors, email, server architecture, and HTTP and web applications, plus updates for Python 3. If you're a Python programmer who needs a deep understanding of how to use Python for network-related tasks and applications, this is the book for you. From web application developers, to systems integrators, to system administrators—this book has everything that you need to know. ...
Game Development Tool Essentials
Game Development Tool Essentials provides must-have tips and tricks from industry professionals for strengthening and streamlining your game tools pipeline. Everyone knows the game tools pipeline is important, but in the current environment of shrinking budgets and increased time pressure, developers often have to settle for inefficient, ad hoc, messy pipelines. This unique book will break you out of that cycle. The practical, expert insights contained within will enable you to work faster and more efficiently, so you can spend more time making cool things. Game Development Tool Essentials pools the knowledge and experience of working developers over four critical aspects of the game tools pipeline: asset and data management, geometry and models, Web tools, and programming. ...
Game Development Tool Essentials provides must-have tips and tricks from industry professionals for strengthening and streamlining your game tools pipeline. Everyone knows the game tools pipeline is important, but in the current environment of shrinking budgets and increased time pressure, developers often have to settle for inefficient, ad hoc, messy pipelines. This unique book will break you out of that cycle. The practical, expert insights contained within will enable you to work faster and more efficiently, so you can spend more time making cool things. Game Development Tool Essentials pools the knowledge and experience of working developers over four critical aspects of the game tools pipeline: asset and data management, geometry and models, Web tools, and programming. ...
Getting Started with OUYA
The OUYA console is a fully customizable open source indie console, which is based on the Android operating system and equipped with the powerful Tegra 3 graphics processor. It provides unprecedented levels of performance for an open source console, and is a new open platform for game developers, offering them the freedom to build and publish games on their own. This book is a practical guide that will help you learn more about the OUYA console. From setting up a developer account to developing your first game, right up to publishing your game on the OUYA marketplace, this book guides you through the whole process of OUYA game development. You will also learn how to configure the OUYA development environment, including the OUYA Development Kit, emulators, and Unity3D. Getting Started with OUYA provides users with the basics of developing games for the console, and also gives them a glimpse into what the future has in store for the platform. ...
The OUYA console is a fully customizable open source indie console, which is based on the Android operating system and equipped with the powerful Tegra 3 graphics processor. It provides unprecedented levels of performance for an open source console, and is a new open platform for game developers, offering them the freedom to build and publish games on their own. This book is a practical guide that will help you learn more about the OUYA console. From setting up a developer account to developing your first game, right up to publishing your game on the OUYA marketplace, this book guides you through the whole process of OUYA game development. You will also learn how to configure the OUYA development environment, including the OUYA Development Kit, emulators, and Unity3D. Getting Started with OUYA provides users with the basics of developing games for the console, and also gives them a glimpse into what the future has in store for the platform. ...