Python: Deeper Insights into Machine Learning. Deeper Insights into Machine Learning

David Julian, Sebastian Raschka, John Hearty

Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. It is one of the fastest growing trends in modern computing, and everyone wants to get into the field of machine learning. In order to obtain sufficient recognition in this field, one must be able to understand and design a machine learning system that serves the needs of a project. The idea is to prepare a learning path that will help you to tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques. Also, it will give you a solid foundation in the machine learning design process, and enable you to build customized machine learning models to solve unique problems.The course begins with getting your Python fundamentals nailed down. It focuses on answering the right questions that cove a wide range of powerful Python libraries, including scikit-learn Theano and Keras.After getting familiar with Python core concepts, it’s time to dive into the field of data science. You will further gain a solid foundation on the machine learning design and also learn to customize models for solving problems.At a later stage, you will get a grip on more advanced techniques and acquire a broad set of powerful skills in the area of feature selection and feature engineering.

Mastering Android Application Development. Learn how to do more with the Android SDK with this advanced Android Application guide which shows you how to make even better Android apps that users will love

Antonio Pachon

There are millions of Android apps out there for people to download – how do you make sure yours has the edge? It’s not always about innovation and ideas – the most successful apps are those that are able to satisfy customer demands – they’re the ones that look the best, the fastest, and the easiest and most intuitive to use. This book shows you how to create Android applications that do precisely that – it has been designed help you consider and answer those questions throughout the development process, so you can create applications that stand out against the crowd. Learn how to create exemplary UIs that contribute to a satisfying user experience through the lens of Material Design, and explore how to harness the range of features within the Android SDK to help you. Dive deeper into complex programming concepts and discover how to leverage concurrency and navigate memory management and image handling. You’ll also find further guidance on testing and debugging so you can guarantee that your application is reliable and robust for users. Beyond this you’ll find out how to extend your app and add greater functionality, including notifications, location services, adverts and app billing (essential if you want to properly monetize your creation!). To make sure you have confidence at every stage in the process, the book also shows you how to release your app to the Play store – to make sure your maximising your efforts to create a popular Android application!

Mastering Puppet. Mastering Puppet for network programming enables developers to pull the strings of Puppet and configure enterprise-level environments for optimum performance

Thomas Uphill

Microsoft BizTalk 2010: Line of Business Systems Integration. A practical guide to integrating Line of Business systems with BizTalk Server 2010

Carl Darski, Thiago Almeida, Sergei Moukhnitski, Richard Seroter, ...

Microsoft BizTalk is an integration and connectivity server solution that allows businesses to connect disparate systems easily. In today’s business climate of mergers and acquisitions, more and more enterprises are forced to exchange data across disparate Line of Business systems using integration brokers like BizTalk Server 2010. What is often overlooked when integrating these systems is the pre-requisite knowledge that ERP and CRM systems demand in order to effectively integrate them. No longer is this knowledge locked up in the heads of expensive consultants. Gain an edge within your organization by developing valuable skills in the area of Line of Business integration from this book.This book will show you how to integrate BizTalk with Line of Business systems using practical scenarios. Each chapter will take a Line of Business system, introduce some pre-requisite knowledge and demonstrate how you can integrate BizTalk with that Line of Business system, and then provide guidance based upon real world experience, taking your BizTalk knowledge further.This book will enable you to master how to integrate BizTalk with Line of Business systems effectively. The book starts by highlighting the technical foundation of WCF-LOB adapters and the common steps and important properties pertaining to popular WCF-LOB adapters. You will then move on to an overview of how to integrate with Microsoft SQL Server using the WCF based SQL Server adapter. The book then dives into topics such as integrating BizTalk Server with Microsoft Dynamics CRM, building BizTalk/SAP integrated solutions using IDocs, the differences between IDocs and RFCs/BAPIs, and integrating BizTalk with Windows Azure AppFabric Service Bus amongst others.

Crystal Programming. A project-based introduction to building efficient, safe, and readable web and CLI applications

George Dietrich, Guilherme Bernal

Crystal is a programming language with a concise and user-friendly syntax, along with a seamless system and a performant core, reaching C-like speed. This book will help you gain a deep understanding of the fundamental concepts of Crystal and show you how to apply them to create various types of applications.This book comes packed with step-by-step explanations of essential concepts and practical examples. You'll learn how to use Crystal’s features to create complex and organized projects relying on OOP and its most common design patterns. As you progress, you'll gain a solid understanding of both the basic and advanced features of Crystal. This will enable you to build any application, including command-line interface (CLI) programs and web applications using IOs, concurrency and C bindings, HTTP servers, and the JSON API.By the end of this programming book, you’ll be equipped with the skills you need to use Crystal programming for building and understanding any application you come across.

Learning Xcode 8. Learn to build iOS Applications with Xcode 8

Jak Tiano

Over the last few years, we’ve seen a breakthrough in mobile computing and the birth of world-changing mobile apps. With a reputation as one of the most user-centric and developer-friendly platforms, iOS is the best place to launch your next great app idea. As the official tool to create iOS applications, Xcode is chock full of features aimed at making a developer’s job easier, faster, and more fun.This book will take you from complete novice to a published app developer, and covers every step in between. You’ll learn the basics of iOS application development by taking a guided tour through the Xcode software and Swift programming language, before putting that knowledge to use by building your first app called “Snippets.” Over the course of the book, you will continue to explore the many facets of iOS development in Xcode by adding new features to your app, integrating gestures and sensors, and even creating an Apple Watch companion app. You’ll also learn how to use the debugging tools, write unit tests, and optimize and distribute your app. By the time you make it to the end of this book, you will have successfully built and published your first iOS application.

CakePHP 2 Application Cookbook. Over 60 useful recipes for rapid application development with the CakePHP framework

James Watts, Cake Software Foundation, Inc.

Moodle 2 for Teaching 7-14 Year Olds Beginner's Guide. You need no special technical skills or previous Moodle experience to use the e-learning platform to create fantastic interactive teaching aids for pre-teen and early teenage students. This book takes you from A-Z in easy steps

Mary Cooch

Moodle is a very popular e-learning tool in universities and high schools. But what does it have to offer younger students who want a fun, interesting, interactive, and informative learning experience? Moodle empowers teachers to achieve all this and more and this book will show you how!Moodle 2 For Teaching 7-14 Year Olds will show complete beginners in Moodle with no technical background how to make the most of its features to enhance the learning and teaching of children aged around 7-14. The book focuses on the unique needs of young learners to create a fun, interesting, interactive, and informative learning environment your students will want to go to day after day.This is a practical book for teachers, written by a teacher with two decades of practical experience, latterly in using Moodle to motivate younger students. Learn how to put your lessons online in minutes; how to set creative homework that Moodle will mark for you and how to get your students working together to build up their knowledge. Throughout the book we will build a course from scratch, adaptable for ages 7 to 14, on Rivers and Flooding. You can adapt this to any topic, as Moodle lends itself to all subjects and ages.