Math, Numerical Methods & Data Analytics

Introduction to Graph Databases

Exploring the Foundations and Applications of Graph Databases

Workload: 512 hours Topics: Graph Analytics and Network Theory
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Introduction to Graph Databases provides a comprehensive exploration of graph database technologies and their applications in various sectors. Participants will engage with hands-on projects that emphasize practical skills in data modeling, querying, and analysis using graph databases. This course is structured to facilitate interactive learning, allowing participants to collaborate on real-world problems and publish their findings in Cademix Magazine, enhancing their professional visibility.
The curriculum is designed to equip learners with both theoretical knowledge and practical expertise. Participants will delve into the intricacies of graph theory, explore different graph database systems, and learn to implement solutions for complex data relationships. By the end of the course, participants will have a robust understanding of how to leverage graph databases to solve business challenges and improve data analytics capabilities.
Introduction to Graph Databases and Their Importance
Fundamentals of Graph Theory
Overview of Graph Database Systems (e.g., Neo4j, Amazon Neptune)
Data Modeling Techniques for Graph Databases
Querying Graph Databases with Cypher and Gremlin
Performance Optimization for Graph Queries
Use Cases: Social Networks, Recommendation Systems, and Fraud Detection
Integrating Graph Databases with Other Data Technologies
Best Practices for Data Visualization in Graph Analytics
Final Project: Designing and Implementing a Graph Database Solution

Learning goal

Equip participants with the skills to design, implement, and analyze graph databases for practical applications.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic understanding of databases and programming concepts. Familiarity with SQL is beneficial but not mandatory.

Format and certification

Teaching method: Project-based, interactive learning environment with collaborative exercises.

Certificate: Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria