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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-neo4j-database-and-graph-algorithms/
课程评论：没有评论
课程名称：学习Neo4j数据库和图算法 概述：随着数据关系复杂性的增加，图数据库迅速成为管理大量关联数据的组织的标准选择。Neo4j是一个图数据库，能够轻松遍历海量数据，作为全球领先的图数据库管理系统，它旨在优化节点和关系的快速管理、存储与遍历。该课程首先简要介绍图论，接着展示使用图数据库的优势以及数据建模技术。学员将获得实际操作经验，掌握Neo4j的Cypher查询语言，更新图存储的常用和不常用特性。课程还将介绍人工智能、欺诈检测、基于图的搜索、网络运营与安全等多种应用案例。 此外，学员将学习在Neo4j图分析平台中使用的重要图算法，探索多种高性能图算法，揭示关联数据中的隐藏模式和结构。学习如何高效使用这些算法，以理解、建模和预测复杂动态。课程结束后，学员将能够自信地使用Neo4j进行图分析，处理大量关联数据，并利用快速洞察力取得卓越的成果。 专家介绍：本课程由以下尊敬的作者提供最佳的学习资源，以确保您的学习之旅顺利： Shehzad Ahmed是一位热心的软件工程师，精通多种编程语言（如C/C++、Java、C#.NET、JS、PHP），并在Web和移动开发方面拥有丰富的经验，目前在fmeextension担任Magento 2电子商务开发者，同时也是Fiverr上的自由职业者，已有两年时间，完成超过200个项目，评分为4.9/5.0，并在Neo4j方面广泛工作。 Estelle Scifo拥有超过7年的数据科学工作经验，作为Neo4j认证专家，她每天都在使用图数据库，充分发挥其特性构建高效的机器学习模型。此外，她还是数据科学的导师，指导新手进入该领域，其领域专业知识和初学者的思维使她成为一位出色的教师。
With increase in complexity of data relationships, graph databases are quickly becoming the de-facto standard for organizations who manage large volumes of connected data. Neo4j is a graph database that allows traversing huge amounts of data with ease. It is the world's leading graph database management system which is designed for optimizing fast management, storage, and traversal of nodes and relationships.Starting with a brief introduction to graph theory, this course will show you the advantages of using graph databases along with data modelling techniques for graph databases. You will gain practical hands-on experience with commonly used and lesser known features for updating graph store with Neo4j's Cypher query language. You will learn to use it for artificial intelligence, fraud detection, graph-based search, network ops & security, and many other use cases.Furthermore, you will learn the important graph algorithms which are used in Neo4j's graph analytics platform wherein you will explore various high-performance graph algorithms that help reveal hidden patterns and structures in your connected data. You will also gain skills to use the algorithms efficiently to understand, model, and predict complicated dynamics.By the end of this course, you will be confident using graph analytics with Neo4j to effectively handle large volume of connected data and to use its quick insights to wield powerful results.Meet Your Expert(s):We have the best work of the following esteemed author(s) to ensure that your learning journey is smooth:Shehzad Ahmed is an enthusiast software engineer having a great grip and hands-on experience with multiple programming languages i.e. C/C++ Java and C#.NET, JS, PHP. He has worked on web and mobile development with various APIs and open source libraries. Currently, he is working as a Magento 2 E-commerce developer at fmeextension. Besides that, he is also a freelancer on Fiverr since the last 2 years and has completed over 200 projects with 4.9/5.0 rating and has worked on Neo4j extensively.Estelle Scifo has more than 7 years of work experience as a data scientist. As a Neo4j certified professional, she uses graph databases on a daily basis and takes full advantage of its features to build efficient machine learning models out of this data. Besides that, she is also a data science mentor to guide newcomers into the field. The domain expertise and the beginner's mind make her an excellent teacher.
