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Relationships Matter - Using Connected Data for Better Machine Learning

Open Data Science via YouTube

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Overview

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This webinar introduces graph data science and demonstrates how relationships can improve machine learning. It covers graph feature engineering, embeddings, link prediction, node classification, graph algorithms, and practical workflows in Neo4j.

Syllabus

Introduction
Motivation
Relationships Matter
Graphs Found Form
What is Data Science
Data Science with a Graph
Graph Data Science Framework
Graph Data Science Library
Graph Algorithms
Whats New
Top New Features
Community Edition
Subgraph projections
Influence maximization
Use cases
The spectrum
Boston Scientific
Meredith Corp
AstraZeneca
Demo Overview
Exploring the Graph
Exploring the Graph in Neo4J
Projecting the Graph
Calculating Features
Fast RP Embedding
Tidy Up
Holdout
Comparison
Prediction
Predicting
Grouping
Resources

Taught by

Open Data Science

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