Connected Data World 2021  All Rights Reserved.

Connected Data is a trading name of Neural Alpha LTD.
Edinburgh House - 170 Kennington Lane
Lambeth, London - SE11 5DP

A talk by Paco Nathan

 

Managing Partner, Derwen, Inc.

 

 

Slides available here

 

 

Python offers excellent libraries for working with graphs: semantic technologies, graph queries, interactive visualizations, graph algorithms, probabilistic graph inference, as well as embedding and other integrations with deep learning.

 

However, most of these approaches share little common ground, nor do many of them integrate effectively with popular data science tools (pandas, scikit-learn, spacy, pytorch), nor efficiently with popular data engineering infrastructure such as Spark, RAPIDS, Ray, Parquet, fsspect, etc.

 

This talk reviews kglab – an open source project that integrates most all of the above, and moreover provides ways to leverage disparate techniques in ways that complement each other, to produce Hybrid AI solutions for industry use cases.  

 

We'll show an example of how to build and leverage a personal knowledge graph using just a small amount of Python.

Graph-Based Data Science: Hybrid AI meets data science process

27 May 2021
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