In this final challenge, you will apply what you have learned throughout the course to create your own knowledge graph.
You should:
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Find a data set of documents that you want to create a knowledge graph from. This could be a collection of PDFs, text files, or any other text-based documents.
Try searching kaggle for open PDF datasets, for example the Resume Dataset.
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Use the
SimpleKGPipelineto load the documents, split the text into chunks, extract entities, and create the knowledge graph in Neo4j. -
Load any associated structured data if available to enrich the knowledge graph.
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Query the knowledge graph to explore the data and extract insights.
Congratulations on completing the course!
Lesson Summary
In this lesson, you applied what you had learned throughout the course to create your own knowledge graph.