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Master machine learning with Python in six steps and explore fundamental to advanced topics, all designed to make you a worthy practitioner. This book's approach is based on the "Six degrees of separation" theory, which states that everyone and everything is a maximum of six steps away. Mastering Machine Learning with Python in Six Steps presents each topic in two parts: theoretical concepts and practical implementation using suitable Python packages....
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Almost overnight, blogging has become a social, political and business force to be reckoned with. Your fellow students, workers and competitors are joining the Blogosphere, making money, influencing elections, getting hired, growing market share and having fun, to the tune of 8,000 new bloggers a day. Clear Blogging (an Apress Technology in Action book) sets out to answer in non-technical terms what Blogging has to offer and why and how you should...
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Most programmers' fear of user interface (UI) programming comes from their fear of doing UI design. They think that UI design is like graphic designthe mysterious process by which creative, latte-drinking, all-black-wearing people produce cool-looking, artistic pieces. Most programmers see themselves as analytic, logical thinkers insteadstrong at reasoning, weak on artistic judgment, and incapable of doing UI design. In this brilliantly readable book,...
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Code Challenges; Challenge 1: Develop an Arithmetic Calculator Application; Challenge 2: Develop a Student Report Card Application; Practice Exam Questions; Question 1; Question 2; Question 3; Question 4; Question 5; Answers; Chapter 2: Types in C#; Understand Types; Create Types; Enum; Enum and Integer; Override Constant's Values; Supporting Types; Struct; Constructor in struct; this keyword; Class; Constructor in Class; Base Constructor; Types and...
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Learn how to translate an executable model of your application into running code. This is not a book about theory, good intentions or possible future developments. You'll benefit from translation technology and solid software engineering principles that are demonstrated with concrete examples using an open source tool chain. Models don't deliver enough value if they are not on a direct path to code production. But to waste time building models that...
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Develop modular applications using the Java Platform Module System, the single most anticipated feature in Java 9. You will improve maintainability and performance of your Java applications by deploying only modules that are needed and encapsulating their implementation details. Until now Java has been monolithic. Using any one part of Java has meant incorporating the entirety of the runtime environment, an approach ill-suited to the increasing number...
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Use the latest tools to manage and automate tasks on Microsoft's SharePoint platform. You will achieve time and cost savings, increase reliability of deployments, and learn how to safely and efficiently migrate from a previous version, all while gaining valuable skills in PowerShell scripting. Authors Nik Charlebois-Laprade and John Edward Naguib begin by explaining the fundamental concepts behind the PowerShell language. Then, with copious real-world...
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Understand deep learning, the nuances of its different models, and where these models can be applied. The abundance of data and demand for superior products/services have driven the development of advanced computer science techniques, among them image and speech recognition. Introduction to Deep Learning Using R provides a theoretical and practical understanding of the models that perform these tasks by building upon the fundamentals of data science...
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Get up and running quickly with Microsoft ASP.NET MVC and Entity Framework as you build and deploy complex web sites. By using a fully working example retail web site you will learn solutions to real-world issues that developers frequently encounter. Whether you are a novice developer or an experienced .NET developer wishing to learn more about MVC and Entity Framework, author Lee Naylor will teach you how to develop a detailed database-driven example...
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Just as every business needs to effectively employ business intelligence (BI) to stay competitive, every IT professional needs to master BI to stay employed in this fastest-growing segment of information technology. Foundations of SQL Server 2005 Business Intelligence is the quickest path to understanding BI, and it is essential reading for all who work with SQL Server 2005. It is written from a practical perspective, perfect for anyone who uses the...
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