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This book provides you with a concrete approach of using Neo4j in a production context. Written in the style of a play, it reports the debates between the members of a technical team specialized in strongly connected data. It focuses on methodology, integrations with existing systems, performance, monitoring and security. You may already have an idea of what Neo4j is and how it works, and maybe you've even played around with some ideas using it. The question now is how you can take your graph project all the way to production-grade. This is what is discussed in this book. The book starts with a brief introduction to Neo4j and its query language, CYPHER, to help readers who are just beginning...
Gabon has vast forest resources, but rapid growth of logging activity may threaten those resources. This report reflects the work of seven Gabonese environmental organizations and presents peer-reviewed information on the logging industry in Gabon.
You can choose several data access frameworks when building Java enterprise applications that work with relational databases. But what about big data? This hands-on introduction shows you how Spring Data makes it relatively easy to build applications across a wide range of new data access technologies such as NoSQL and Hadoop. Through several sample projects, you’ll learn how Spring Data provides a consistent programming model that retains NoSQL-specific features and capabilities, and helps you develop Hadoop applications across a wide range of use-cases such as data analysis, event stream processing, and workflow. You’ll also discover the features Spring Data adds to Spring’s existing...
A la fois scientifique, artistique et philosophique, La Lumiere au siecle des lumieres et aujourd'hui vise a confronter l'evolution de la connaissance et du developpement des techniques a celle de l'art et du gout, en s'appuyant sur les recherches et les decouvertes effectuees au XVIIIe siecle. La presentation simultanee d'oeuvres d'art, d'objets et de documents scientifiques, leur integration a l'histoire des idees, illustrent l'impact du developpement du savoir et de la methode scientifique dans l'evolution des mentalites qui conduisit a la mise en place d'une societe civile republicaine et democratique. Neurobiologiste, Jean-Pierre Changeux est professeur au College de France et a l'Institut Pasteur et membre de l'Academie des sciences.
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Upgrade your machine learning models with graph-based algorithms, the perfect structure for complex and interlinked data. Summary In Graph-Powered Machine Learning, you will learn: The lifecycle of a machine learning project Graphs in big data platforms Data source modeling using graphs Graph-based natural language processing, recommendations, and fraud detection techniques Graph algorithms Working with Neo4J Graph-Powered Machine Learning teaches to use graph-based algorithms and data organization strategies to develop superior machine learning applications. You’ll dive into the role of graphs in machine learning and big data platforms, and take an in-depth look at data source modeling, a...
Graph data closes the gap between the way humans and computers view the world. While computers rely on static rows and columns of data, people navigate and reason about life through relationships. This practical guide demonstrates how graph data brings these two approaches together. By working with concepts from graph theory, database schema, distributed systems, and data analysis, you’ll arrive at a unique intersection known as graph thinking. Authors Denise Koessler Gosnell and Matthias Broecheler show data engineers, data scientists, and data analysts how to solve complex problems with graph databases. You’ll explore templates for building with graph technology, along with examples th...
Discover how graph algorithms can help you leverage the relationships within your data to develop more intelligent solutions and enhance your machine learning models. You’ll learn how graph analytics are uniquely suited to unfold complex structures and reveal difficult-to-find patterns lurking in your data. Whether you are trying to build dynamic network models or forecast real-world behavior, this book illustrates how graph algorithms deliver value—from finding vulnerabilities and bottlenecks to detecting communities and improving machine learning predictions. This practical book walks you through hands-on examples of how to use graph algorithms in Apache Spark and Neo4j—two of the mo...
The Empire of Isles is home to fabulous wonders beyond count, and dangers to match. Now, walk in the same steps as heroes Corvo Attano and Emily Kaldwin as you examine the complexly beautiful concept and design of Dishonored 2! ArKane Studios and Dark Horse books are proud to present this gorgeous collection, featuring hundreds of pieces of art chronicling the development of the blockbuster stealth-action title. The Art of Dishonored 2 is a must-have item for art fans and gamers alike! • Exclusive never before seen concept art from the making of Dishonored 2! • The comprehensive companion to the wildly anticipated Dishonored 2! • The art book that Dishonored fans have been waiting for! • Dishonored won the 2013 BAFTA for Best Game! This is the Official Art Book for Dishonored 2. Dark Horse was also responsible for the official Art Book for Dishonored, titled Dishonored: The Dunwall Archives (978-1616555627)