Over the past decades, a large number of algorithms and methods have been developed in bioinformatics to process and analyze biological data generated in the research of molecular biology. Complex interactions often exist in biological systems and accurate analysis of these interactions is crucial for the understanding of these systems. This book, therefore, provides a new perspective to integrating the interactions in a biological system into the algorithms and methods developed to analyze it, which is supplemental to the more traditional algorithms and methods that most researchers in bioinformatics currently use. Specifically, parameters are introduced into the models for a few biological systems and parameterized methods are developed to study and solve four problems with fundamental importance in bioinformatics. The development and analysis of these methods should help shed some light on this newly emerged and exciting area, and should be especially useful to researchers and professionals in Bioinformatics, Computational Biology and Computer Science, or anyone else who may be considering utilizing parameterized methods for the study and analysis of complex biological systems
Work with blockchain and understand its potential application beyond cryptocurrencies in the domains of healthcare, Internet of Things, finance, decentralized organizations, and open science. Featuring case studies and practical insights generated from a start-up spun off from the author´s own lab, this book covers a unique mix of topics not found in others and offers insight into how to overcome real hurdles that arise as the market and consumers grow accustomed to blockchain based start-ups. You´ll start with a review of the historical origins of blockchain and explore the basic cryptography needed to make the blockchain work for Bitcoin. You will then learn about the technical advancements made in the surrounded ecosystem: the Ethereum virtual machine, Solidity, Colored Coins, the Hyperledger Project, Blockchain-as-a-service offered through IBM, Microsoft and more. This book looks at the consequences of machine-to-machine transactions using the blockchain socially, technologically, economically and politically. Blockchain Enabled Applications provides you with a clear perspective of the ecosystem that has developed around the blockchain and the various industries it has penetrated. What You´ll Learn Implement the code-base from Fabric and Sawtooth, two open source blockchain-efforts being developed under the Hyperledger Project Evaluate the benefits of integrating blockchain with emerging technologies, such as machine learning and artificial intelligence in the cloud Use the practical insights provided by the case studies to your own projects or start-up ideas Set up a development environment to compile and manage projects Who This Book Is For Developers who are interested in learning about the blockchain as a data-structure, the recent advancements being made and how to implement the code-base. Decision makers within large corporations (product managers, directors or CIO level executives) interested in implementing the blockchain who need more practical insights and not just theory.
Learn Spring Boot and how to build Java-based enterprise, web, and microservice applications with it. In this book, you´ll see how to work with relational and NoSQL databases, build your first microservice, enterprise, or web application, and enhance that application with REST APIs. You´ll also learn how to build reactive web applications using Spring Boot along with Spring Web Reactive. Then you´ll secure your Spring Boot-created application or service before testing and deploying it. After reading and learning with Beginning Spring Boot 2 , you´ll have the skills and techniques to start building your first Spring Boot applications and microservices with confidence to take the next steps in your career journey. What You´ll Learn Use Spring Boot autoconfiguration Work with relational and NoSQL databases Build web applications with Spring Boot Apply REST APIs using Spring Boot Create reactive web applications using Spring Web Reactive Secure your Spring Boot applications or web services Test and deploy your Spring Boot applications Who This Book Is For Experienced Java and Spring Framework developers who are new to the new Spring Boot micro-framework.
Teaches readers the basics of Python programming through simple game creation and describes how the skills learned can be used for more practical Python programming applications and real-world scenarios.
Discover the Django web application framework and get started building Python-based web applications. This book takes you from the basics of Django all the way through to cutting-edge topics such as creating RESTful applications. Beginning Django also covers ancillary, but essential, development topics, including configuration settings, static resource management, logging, debugging, and email. Along with material on data access with SQL queries, you´ll have all you need to get up and running with Django 1.11 LTS, which is compatible with Python 2 and Python 3. Once you´ve built your web application, you´ll need to be the admin, so the next part of the book covers how to enforce permission management with users and groups. This technique allows you to restrict access to URLs and content, giving you total control of your data. In addition, you´ll work with and customize the Django admin site, which provides access to a Django project´s data. After reading and using this book, you´ll be able to build a Django application top to bottom and be ready to move on to more advanced or complex Django application development. What You´ll Learn Get started with the Django framework Use Django views, class-based views, URLs, middleware, forms, templates, and Jinja templates Take advantage of Django models, including model relationships, migrations, queries, and forms Leverage the Django admin site to get access to the database used by a Django project Deploy Django REST services to serve as the data backbone for mobile, IoT, and SaaS systems Who This Book Is For Python developers new to the Django web application development framework and web developers new to Python and Django.
In the Internet of Things (IoT), devices gather and share information directly with each other and the cloud, making it possible to collect, record and analyse new data streams faster and more accurately. The rapid development of Internet of things (IoT) technology makes it possible for connecting various smart objects together through the Internet and providing more data interoperability methods for application purpose. Recent research shows more potential applications of IoT in information intensive industrial sectors such as commercial services. In this project, we present an IoT-based system for smart and efficient point of sale system to demonstrate how to collect, integrate, and interoperate IoT data flexibly in order to provide new realms to commercial services.
Discover the RESTful technologies, including REST, JSON, XML, JAX-RS web services, SOAP and more, for building today´s microservices, big data applications, and web service applications. This book is based on a course the Oracle-based author is teaching for UC Santa Cruz Silicon Valley which covers architecture, design best practices and coding labs. Pro RESTful APIs: Design gives you all the fundamentals from the top down: from the top (architecture) through the middle (design) to the bottom (coding). This book is a must have for any microservices or web services developer building applications and services. What You´ll Learn Discover the key RESTful APIs, including REST, JSON, XML, JAX, SOAP and more Use these for web services and data exchange, especially in today´s big data context Harness XML, JSON, REST, and JAX-RS in examples and case studies Apply best practices to your solutions´ architecture Who This Book Is For Experienced web programmers and developers.
Push your GameMaker programming skills to the edge with 100 programming challenges using the popular GameMaker: Studio and GML. Each challenge includes an outline of the challenge, a scoring and time guide, useful GML code, and a working example provided in GMZ format. For more advanced programmers, each challenge comes with an additional task to complete. Think you´re a good GameMaker game application developer or programmer? Think again with this awesome book! What You´ll Learn Upgrade your skills with each specific game application coding challenge Create many different game events, action or scenarios Code for many different kinds of game applications or themes from space to adventure to sports to fantasy Who This Book Is For GameMaker and GameMaker: Studio users and coders.
This book proposes a customized solution for avoiding repetitive tasks in software implementation. Reducing the time spent on these tasks is the primary objective of this project which ultimately leads to a software prototyping application. Since the modern approach of software implementation is model-driven, the proposed system will also consist the model-driven approach with its solution. This book is suitable for both undergraduate and postgraduate students.