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Graph Algorithms: Practical Examples in Apache Spark and Neo4j

Learn how graph algorithms can help you leverage relationships within your data to develop intelligent solutions and enhance your machine learning models. With this practical guide, developers and data scientists will discover how graph analytics deliver value, whether they’re used for building dynamic network models or forecasting real-world behavior.

Mark Needham and Amy Hodler from Neo4j explain how graph algorithms describe complex structures and reveal difficult-to-find patterns―from finding vulnerabilities and bottlenecks to detecting communities and improving machine learning predictions. You’ll walk through hands-on examples that show you how to use graph algorithms in Apache Spark and Neo4j, two of the most common choices for graph analytics.

  • Learn how graph analytics reveal more predictive elements in today’s data
  • Understand how popular graph algorithms work and how they’re applied
  • Use sample code and tips from more than 20 graph algorithm examples
  • Learn which algorithms to use for different types of questions
  • Explore examples with working code and sample datasets for Spark and Neo4j
  • Create an ML workflow for link prediction by combining Neo4j and Spark

Procurando Graph Algorithms: Practical Examples in Apache Spark and Neo4j? Aqui você encontra tudo sobre este livro de Mark Needham, publicado por O'Reilly Media em 25 de junho de 2019. Nesta página estão a descrição da obra, os detalhes da edição (265 páginas) e os formatos disponíveis para baixar: pdf, epub, txt, djvu. Se você gosta de Livros Internacionais, Ciências Tecnológicas, Matemática, Aplicada, Teoria dos Gráficos, explore também outros títulos da mesma categoria no Encontrando os melhores livros. Veja ainda as outras obras de Mark Needham em nosso catálogo.

Número de páginas:265
Isbn 10:1492047686
Isbn 13:9781492047681
Encadernação Graph Algorithms: Practical Examples in Apache Spark and Neo4j:Capa Comum