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Tutorials
Building robust applications using GQLAlchemy

Learn how to build applications from bottom to top with the help of GQLAlchemy.

by
Katarina Supe
Tutorials
Using on disk storage with an in-memory Graph Database

Choose to store python objects partially into an in-memory Graph Database and into an SQLite database on disk.

by
Mislav Vuletic
Tutorials
Streaming and trigger support with GQLAlchemy

Learn how to use the GQLAlchemy library to manage data streams and database triggers in Memgraph

by
Ivan Despot
Tutorials
Real-time visualization with React and D3.js

Learn how to receive real-time data with WebSocket from Flask server using React on the client side and draw updates with D3.js

by
Katarina Supe
Tutorials
It's the most wonderful time of the year - Dynamic PageRank and a Twitter Network

Explore a network of retweets using a dynamic PageRank algorithm and a graph database

by
Josip Matak
Tutorials
Monitoring a Dynamic Contact Network with Online Community Detection

Explore rumor spreading in a contact network as it changes through time with online community detection

by
Ante Pusic
Tutorials
Link prediction with Node2Vec in Physics Collaboration Network

A guide to understanding how link prediction works with node2vec algorithm

by
Antonio Filipovic
Tutorials
Understanding how Dynamic Node2Vec Works on Streaming Data

An in-depth guide to understanding the dynamic node2vec algorithm and its advantages over static algorithms on streaming data

by
Antonio Filipovic
Tutorials
LabelRankT – Community Detection in Dynamic Environment

Discover how to detect communities in dynamic networks quickly with LabelRankT

by
Ante Pusic
Tutorials
How Node2Vec Works – A Random Walk-Based Node Embedding Method

Learn about a graph-based embedding technique for mapping nodes into a low-dimensional space

by
Antonio Filipovic
Tutorials
Dynamic Pagerank on Streaming Data

Learn the theory behind how to deal with streaming graph data by using Dynamic PageRank

by
Josip Matak
Tutorials
Introduction to Node Embedding

Find out what node embeddings are, how to generate them and where they can be used

by
Antonio Filipovic
Tutorials
Connect to a Pulsar Cluster and Analyze Streaming NFT Data with Memgraph

Learn how to connect to a Pulsar cluster, create an Art Blocks NFT database in Memgraph and analyze streaming sales

by
Katarina Supe
Tutorials
Analyzing Real-Time Movie Reviews with Redpanda and Memgraph

Through this tutorial, you will learn how to connect to a Redpanda stream from Memgraph and analyze the graph data

by
Ivan Despot
Tutorials
How to Identify Essential Proteins using Betweenness Centrality

A step-by-step tutorial on how to identify essential proteins in protein-protein interaction networks using graph analytics

by
Ivan Despot
Tutorials
How to Build a Graph Web Application with Python, Flask, Docker & Memgraph - Part 1

Through this tutorial, you will learn how to create a basic Flask server, Dockerize an app and connect to Memgraph

by
Ivan Despot
Tutorials
Recommendation System Using Online Node2Vec with Memgraph MAGE

Learn how to create a real-time recommendation engine with the Online Node2Vec embedding algorithm

by
Antonio Filipovic
Tutorials
How to use Memgraph with Python and Jupyter Notebooks

Through this tutorial, you will learn how to work with Memgraph from a Python script or a Jupyter Notebook

by
Ivan Despot
Tutorials
Twitch Streaming Graph Analysis - Part 3

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

by
Katarina Supe
Tutorials
Twitch Streaming Graph Analysis - Part 2

Learn how to get Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different MAGE algorithms on ingested data in real-time

by
Katarina Supe
Tutorials
Twitch Streaming Graph Analysis - Part 1

Learn how to scrape Twitch data, find the most interesting statistics from the Twitch network and visualize the output of different graph algorithms

by
Katarina Supe
Tutorials
Building a BitClout Social Network Visualization App With Memgraph and D3.js

Learn how to develop a simple application for visualizing and analyzing the BitClout social network using Memgraph, Python, and use D3.js.

by
Memgraph
Tutorials
Vislet – visualize geographic data in Memgraph Lab

Discover how to visualize graph data on a world map in Memgraph Lab

by
Matej Ciglenecki
Tutorials
The Benefits of Using a Graph Database Instead of SQL

Learn about the benefits of using a graph database instead of SQL in terms of data modeling, querying, and development speed and flexibility.

by
Ivan Despot
Tutorials
How to build a Spotify Recommendation Engine using Kafka and Memgraph

Check out what it takes to develop a recommendation engine with graph analytics

by
Memgraph
Tutorials
Optimizing Telco Networks With Graph Coloring & Memgraph MAGE

In this tutorial, you will learn about the code assignment problem in telecommunication networks and how to solve it in a simple yet effective way using graph algorithms and Memgraph.

by
Suzana Pratljacic
Tutorials
Modeling, Visualizing, and Navigating a Transportation Network with Memgraph

Learn how to model, visualize, and navigate a complex transportation network using graph algorithms, Cypher, Memgraph, and Memgraph Lab

by
Barbara Prkacin
Tutorials
Learn the Cypher query language in 10 days

Learn the Cypher query language through our simple and informative 10 day email course

by
Nenad Malic
Tutorials
Influencers among computer scientists

Explore the world of science influencers whose papers are the most cited publications in the world of computer science

by
Josip Matak
Tutorials
Identifying Essential Proteins using Betweenness Centrality & Memgraph MAGE

A step-by-step tutorial on how to identify essential proteins in protein-protein interaction networks using graph analytics

by
Suzana Pratljacic