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Entity Communication Networks
Course
Entity Communication Networks
24 lessons across 2 modules
Intermediate
About this course
In this course, you will learn
PDF extraction
Document parsing
LLM parsing
Hybrid pipelines
Neo4j import
Course content
2 modules,
24 lessons
.
01
Extraction
10 lessons
1.1
One Size Doesn’t Fit All
1.2
Course Overview
1.3
What You Can Build
1.4
Extraction Approaches
1.5
The Enron Dataset
1.6
Extracting with PyMuPDF
1.7
Extracting with OCR
1.8
Combined extraction packages
1.9
Extracting with a vision model
1.10
Run the pipeline
02
Parsing & Modeling
14 lessons
2.1
What’s in your documents?
2.2
Types of Graph
2.3
Parsing Approaches
2.4
Layout-aware extraction
2.5
Parsing libraries
2.6
Rule-based parsing
2.7
Building templates
2.8
ML-based parsing
2.9
Parsing with an LLM
2.10
The hybrid pipeline
2.11
Normalize your data
2.12
Import to Neo4j
2.13
Investigate your graph
2.14
Prompt pack
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