Memgraph On Demand
Browse our on-demand resources for Memgraph use cases, guides, and webinar recordings.
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![Constructing-a-Digital-Twin-for-Smart-Buildings-with-Memgraph](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-smart-buildings-linkedin-event.png&w=750&q=75)
Constructing a Digital Twin for Smart Buildings with Memgraph
learn how Smart-Buildings.io integrates Memgraph into its operational technology (OT) stack to enhance the efficiency and innovation of smart building management.
![Analyzing-Company-Ownership-&-Supply-Networks-with-a-2-Billion-Node-Graph](/_next/image?url=%2Fimages%2Fresource-hub%2Fsayari.png&w=750&q=75)
Analyzing Company Ownership & Supply Networks with a 2 Billion-Node Graph
Understand how they used Memgraph to efficiently build, store, and scale live analytics over a 2-Billion-Node global knowledge graph.
![Microchip-Optimizes-LLM-Chatbot-with-RAG-and-a-Knowledge-Graph](/_next/image?url=%2Fimages%2Fresource-hub%2Fmicrochip-webinar.png&w=750&q=75)
Microchip Optimizes LLM Chatbot with RAG and a Knowledge Graph
Learn how LLMs, augmented with RAG techniques, such as a knowledge graph, can turn data into actionable insights!
![Real-Time-Payments-Authorization-with-Memgraph](/_next/image?url=%2Fimages%2Fresource-hub%2Fpaysure.png&w=750&q=75)
Real-Time Payments Authorization with Memgraph
Discover how Paysure used Memgraph to have a production-ready real-time payment authorization system with improved user experience that avoided payment delays.
![Memgraph-Key-Advantages-over-Neo4j](/_next/image?url=%2Fimages%2Fresource-hub%2Fkey-advantages-feature-image.png&w=750&q=75)
Memgraph Key Advantages over Neo4j
Check out how Memgraph outpaces Neo4j by using in-memory processing for faster, more efficient data analysis.
![LLMs,-Memgraph-and-Orbit:-Modeling-Community-Networks](/_next/image?url=%2Fimages%2Fresource-hub%2Fcommunity-call-steeve-bete-2.jpg&w=750&q=75)
LLMs, Memgraph and Orbit: Modeling Community Networks
Explore how Orbit leverages LLMs and Memgraph to model, simulate, and enrich online community networks.
![Graph-Analytics-to-Enhance-In-House-Fraud-Detection-System](/_next/image?url=%2Fimages%2Fcustomer-stories%2Fcase-study-fraud-detection-featured-image.png&w=750&q=75)
Graph Analytics to Enhance In-House Fraud Detection System
Find out how Memgraph improves fraud detection for a leading US insurance company by reducing false positives.
![Quick-Start-Guide-to-Migrating-from-Neo4j-to-Memgraph](/_next/image?url=%2Fimages%2Fcustomer-stories%2Fmigration-guide-cover.png&w=750&q=75)
Quick Start Guide to Migrating from Neo4j to Memgraph
Find out how Memgraph improves fraud detection for a leading US insurance company by reducing false positives.
![Graph-Technology-in-Cybersecurity](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-cybersecurity-card-cover.png&w=750&q=75)
Graph Technology in Cybersecurity
Prevent cyber attacks by efficiently storing interconnected data and identify the sources, patterns and chains of malicious attacks.
![Deep-Path-Analysis-to-Reduce-Attack-Surfaces-(Cybersecurity)](/_next/image?url=%2Fimages%2Fcustomer-stories%2Fcase-study-saporo-feature-image.png&w=750&q=75)
Deep Path Analysis to Reduce Attack Surfaces (Cybersecurity)
Check out how Saporo uses Memgraph for quickly and effectively anticipate and mitigate cyber threats using data real-time analysis and performance.
![Learn-the-Cypher-query-language-in-10-days](/_next/image?url=%2Fimages%2Fresource-hub%2Fcypher-course-cover.png&w=750&q=75)
Learn the Cypher query language in 10 days
Cypher query language provides an intuitive way to work with property graphs, and is a must-learn if you're looking to venture into the world of graphs.
![Real-Time-Data-Processing-for-Relationship-Mapping-(Network-Risk)](/_next/image?url=%2Fimages%2Fcustomer-stories%2Fcase-study-sayari-featured-image.png&w=750&q=75)
Real-Time Data Processing for Relationship Mapping (Network Risk)
Read how Sayari revolutionized risk intelligence analysis, significantly reducing query timeouts by 15x through Memgraph's real-time data processing, enabled by in-memory technology and optimized storage.
![Track-Data-Lineage-With-a-Graph-Database](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-track-data-lineage-with-a-graph-database.png&w=750&q=75)
Track Data Lineage With a Graph Database
This webinar introduces data lineage use cases and shows how data is represented in a graph database and how we use graph database features for fast and efficient data processing.
![Real-Time-Graph-Analytics](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-real-time-graph-analytics.png&w=750&q=75)
Real-Time Graph Analytics
Graph analytics can provide insights into complex networks that would otherwise require resource-intensive computations. Learn which tools you can utilize to get the most out of your streaming data.
![Credit-Card-Fraud-Detection](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-credit-card-knowledge-graph-cover.png&w=750&q=75)
Credit Card Fraud Detection
Eliminate chargeback fees and unrecoverable fraud in real-time. Enhance your fraud system by mining relationships between entities.
![Knowledge-graph](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-credit-card-knowledge-graph-cover.png&w=750&q=75)
Knowledge graph
Integrate disparate data sources into unified knowledge graphs to extract new knowledge and enhance collaboration among peers.
![Recommendation-engine](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-recommendation-engine-cover.png&w=750&q=75)
Recommendation engine
Predict customer behavior and make accurate product recommendations.
![Getting-started-with-Memgraph-and-Python](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-getting-started-with-memgraph-and-python.png&w=750&q=75)
Getting started with Memgraph and Python
Learn how to create a graph model, run Memgraph and connect to it with Memgraph's Python client - GQLAlchemy.
![Fraud-Detection-in-Insurance](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-insurance-fraud-detection-cover.png&w=750&q=75)
Fraud Detection in Insurance
Confidently expose fraudulent claims and swiftly process legitimate ones.
![Identity-and-Access-Management](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-iam-systems-cover.png&w=750&q=75)
Identity and Access Management
Memgraph is a graph database that enables developers to build IAM systems that can track complex permissions and check access rules in milliseconds at scale.
![Intro-to-Graph-Analytics-in-Python](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-intro-to-graph-analythic-in-python.png&w=750&q=75)
Intro to Graph Analytics in Python
This course is designed for Python developers who want to explore tools for network analysis and see how it's done hands-on.
![Energy-Management-Systems](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-energy-management-systems-cover.png&w=750&q=75)
Energy Management Systems
Manage your energy network systems and provide a stable and reliable service.
![Graph-Algorithms-for-Beginners](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-graph-algorithms-cover.png&w=750&q=75)
Graph Algorithms for Beginners
With practical use cases, Graph Algorithms for Beginners is an invaluable resource for those looking to understand and apply graph algorithms effectively.
![Network-Resource-Optimization](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-network-resource-optimization-cover.png&w=750&q=75)
Network Resource Optimization
Answer questions about your network with graph analytics and make impactful decisions.
![Data-Lineage](/_next/image?url=%2Fimages%2Fresource-hub%2Fwhitepaper-data-lineage-cover.png&w=750&q=75)
Data Lineage
Ensure the reliability of your data and prevent its misuse.
![Building-a-secure-multi-tenant-GraphQL-API-on-top-of-Memgraph](/_next/image?url=%2Fimages%2Fresource-hub%2Fcommunity-call-orbit-steeve-bete.png&w=750&q=75)
Building a secure multi-tenant GraphQL API on top of Memgraph
Steeve Bete from Orbit shares insights on how they built a secure multi-tenant GraphQL API on top of Memgraph.
![Accelerating-Drug-Discovery-With-a-BIKG](/_next/image?url=%2Fimages%2Fresource-hub%2Fwebinar-accelerating-drug-discovery-with-a-biomedical-knowledge-graph.png&w=750&q=75)
Accelerating Drug Discovery With a BIKG
Learn how AstraZeneca ingests data sources in the Biological Insights Knowledge Graph (BIKG) and distributes it to data scientists and domain experts.
![Learn-the-concepts-of-graph-modeling-in-10-days](/_next/image?url=%2Fimages%2Fresource-hub%2Fgraph-modeling-cover.png&w=750&q=75)
Learn the concepts of graph modeling in 10 days
Graph databases are the fastest-growing database technology in the world. After ten days of this course, you will be able to model graphs.