Regression Analysis with Python. Discover everything you need to know about the art of regression analysis with Python, and change how you view data

Luca Massaron, Alberto Boschetti

Regression is the process of learning relationships between inputs and continuous outputs from example data, which enables predictions for novel inputs. There are many kinds of regression algorithms, and the aim of this book is to explain which is the right one to use for each set of problems and how to prepare real-world data for it. With this book you will learn to define a simple regression problem and evaluate its performance. The book will help you understand how to properly parse a dataset, clean it, and create an output matrix optimally built for regression. You will begin with a simple regression algorithm to solve some data science problems and then progress to more complex algorithms. The book will enable you to use regression models to predict outcomes and take critical business decisions. Through the book, you will gain knowledge to use Python for building fast better linear models and to apply the results in Python or in any computer language you prefer.

MCTS: Microsoft Silverlight 4 Development (70-506) Certification Guide. A compact certification guide to help you prepare for and pass the (70-506): TS: Microsoft Silverlight 4 Development exam with this book and

Johnny Tordgeman

Microsoft Silverlight is a powerful development platform for creating engaging, interactive applications for many screens across the Web, desktop, and mobile devices. Silverlight is also a great (and growing) Line-Of-Business platform and is increasingly being used to build data-driven business applications. Silverlight is based on familiar .NET languages such as C# which enables existing .NET developers to get started developing rich internet applications almost immediately. MCTS: Microsoft Silverlight 4 Development (70-506) Certification Guide will show you how to prepare for and pass the (70-506): TS: Microsoft Silverlight 4 Development exam.Packed with practical examples and Q&As, MCTS: Microsoft Silverlight 4 Development (70-506) Certification Guide starts by showing you how to lay out a user interface, enhance the user interface, implement application logic, work with data and interact with a host platform amongst others.

Microsoft Silverlight 5 and Windows Azure Enterprise Integration. A step-by-step guide to creating and running scalable Silverlight Enterprise Applications on the Windows Azure platform with this book and

David Burela

Microsoft Silverlight is a powerful development platform for creating rich media applications and line of business applications for the web and desktop.Microsoft Windows Azure is a cloud services operating system that serves as the development, service hosting, and service management environment for the Windows Azure platform.Silverlight allows you to integrate with Windows Azure and create and run Silverlight Enterprise Applications on Windows AzureThis book shows you how to create and run Silverlight Enterprise Applications on Windows Azure.Integrating Silverlight and Windows Azure can be difficult without guidance. This book will take you through all the steps to create and run Silverlight Enterprise Applications on the Windows Azure platform. The book starts by providing the steps required to set up the development environment, providing an overview of Azure. The book then dives deep into topics such as hosting Silverlight applications in Azure, using Azure Queues in Silverlight, storing data in Azure table storage from Silverlight, accessing Azure blob storage from Silverlight, relational data with SQL Azure and RIA, and manipulating data with RIA services amongst others.

Interactive Visualization and Plotting with Julia. Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

Diego Javier Zea

The Julia programming language offers a fresh perspective into the data visualization field.Interactive Visualization and Plotting with Julia begins by introducing the Julia language and the Plots package. The book then gives a quick overview of the Julia plotting ecosystem to help you choose the best library for your task. In particular, you will discover the many ways to create interactive visualizations with its packages. You’ll also leverage Pluto notebooks to gain interactivity and use them intensively through this book. You’ll find out how to create animations, a handy skill for communication and teaching. Then, the book shows how to solve data analysis problems using DataFrames and various plotting packages based on the grammar of graphics. Furthermore, you’ll discover how to create the most common statistical plots for data exploration. Also, you’ll learn to visualize geographically distributed data, graphs and networks, and biological data. Lastly, this book will go deeper into plot customizations with Plots, Makie, and Gadfly—focusing on the former—teaching you to create plot themes, arrange multiple plots into a single figure, and build new plot types.By the end of this Julia book, you’ll be able to create interactive and publication-quality static plots for data analysis and exploration tasks using Julia.

Django 4 for the Impatient. Learn the core concepts of Python web development with Django in one weekend

Greg Lim, Daniel Correa

Learning Django can be a tricky and time-consuming activity. There are hundreds of tutorials, loads of documentation, and many explanations that are hard to digest. However, this book enables you to use and learn Django in just a couple of days.In this book, you’ll go on a fun, hands-on, and pragmatic journey to learn Django full stack development. You'll start building your first Django app within minutes. You'll be provided with short explanations and a practical approach that cover some of the most important Django features, such as Django Apps’ structure, URLs, views, templates, models, CSS inclusion, image storage, authentication and authorization, Django admin panel, and many more. You'll also use Django to develop a movies review app and deploy it to the internet.By the end of this book, you'll be able to build and deploy your own Django web applications.

Drupal for Education and E-Learning. Teaching and learning in the classroom using the Drupal CMS

Bill Fitzgerald, Dries Buytaert

CodeIgniter Web Application Blueprints. Develop full-featured dynamic web applications using the powerful CodeIgniter MVC framework

Robert Foster, Robert Foster(GBP)

Design for Developers. A guide to basic design rules and formulas to create good looking components, colors and typography

Adrian Twarog, George Moller

For developers eager to enhance their UI design skills, this book offers a comprehensive guide to design fundamentals. Starting with the essentials like color theory and typography, it progresses through component design and visual hierarchy, culminating in a hands-on approach to building design systems and implementing them in projects. Readers will gain the tools and confidence to integrate aesthetics into their coding projects.The book balances theoretical concepts like visual hierarchy, color psychology, and text legibility with actionable techniques for wireframing, building UI components, and creating full-fledged design systems. Each chapter delves deep into practical strategies, such as selecting color palettes, designing scalable typography, and constructing reusable elements like buttons and icons.By the end of this journey, readers will have a thorough understanding of how to blend design principles with development expertise to craft seamless and engaging user experiences. They will be equipped to create beautiful, functional, and consistent interfaces that are as intuitive as they are visually striking.