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Mastering Graph Databases with Amazon Neptune

Mastering Graph Databases with Amazon Neptune

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Mastering Graph Databases with Amazon Neptune



Course Overview

This comprehensive course is designed to help you master the concepts of graph databases and Amazon Neptune. With a focus on interactive and engaging learning, you'll gain hands-on experience with real-world applications and projects. Upon completion, you'll receive a certificate issued by The Art of Service.



Course Features

  • Interactive and engaging learning experience
  • Comprehensive and up-to-date content
  • Personalized learning with expert instructors
  • Practical, real-world applications and projects
  • High-quality content and resources
  • Certificate issued by The Art of Service upon completion
  • Flexible learning with lifetime access
  • User-friendly and mobile-accessible platform
  • Community-driven with discussion forums and support
  • Actionable insights and hands-on projects
  • Bite-sized lessons and progress tracking
  • Gamification and interactive elements


Course Outline

Module 1: Introduction to Graph Databases

  • What are graph databases?
  • Advantages and use cases of graph databases
  • Overview of popular graph database platforms
  • Introduction to Amazon Neptune

Module 2: Amazon Neptune Fundamentals

  • Overview of Amazon Neptune architecture
  • Configuring and deploying Amazon Neptune
  • Security and access control in Amazon Neptune
  • Monitoring and maintenance of Amazon Neptune

Module 3: Data Modeling in Graph Databases

  • Introduction to data modeling in graph databases
  • Entity-relationship modeling in graph databases
  • Property graph data model
  • RDF and SPARQL in graph databases

Module 4: Querying Graph Databases

  • Introduction to querying graph databases
  • Gremlin query language
  • SPARQL query language
  • Optimizing queries in graph databases

Module 5: Graph Algorithms and Analytics

  • Introduction to graph algorithms and analytics
  • Shortest paths and traversal algorithms
  • Centrality and community detection algorithms
  • Graph clustering and partitioning algorithms

Module 6: Building Applications with Amazon Neptune

  • Introduction to building applications with Amazon Neptune
  • Using Amazon Neptune with AWS Lambda
  • Using Amazon Neptune with AWS Glue
  • Using Amazon Neptune with AWS SageMaker

Module 7: Advanced Topics in Amazon Neptune

  • Introduction to advanced topics in Amazon Neptune
  • Using Amazon Neptune with AWS IAM
  • Using Amazon Neptune with AWS CloudWatch
  • Using Amazon Neptune with AWS CloudTrail

Module 8: Case Studies and Best Practices

  • Real-world case studies of Amazon Neptune deployments
  • Best practices for designing and deploying graph databases
  • Best practices for querying and optimizing graph databases
  • Best practices for security and access control in graph databases


Certificate and Assessment

Upon completion of the course, you'll receive a certificate issued by The Art of Service. The assessment will include a combination of quizzes, assignments, and a final project.



Target Audience

This course is designed for developers, data scientists, and IT professionals who want to learn about graph databases and Amazon Neptune.



Prerequisites

No prior knowledge of graph databases or Amazon Neptune is required. However, a basic understanding of database concepts and AWS services is recommended.

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