Mastering GraphRAG: Advanced Text Analysis and Question Answering
57 students
Last updated 10/2024
Overview
Curriculum
Instructor
Dive into the cutting-edge world of text analysis with GraphRAG (Graph-based Retrieval-Augmented Generation), a powerful tool that combines the strengths of large language models with graph-based knowledge representation. This hands-on course will guide you through the process of setting up, running, and visualising complex text analyses using GraphRAG in Google Colab.
What You’ll Learn:
- Understand the fundamentals of RAG and GraphRAG technologies
- Set up a GraphRAG environment in Google Colab
- Process and analyse literary texts using AI-powered entity and relationship extraction
- Create and interpret visual representations of textual data using network graphs
- Customise graph visualisations to highlight key insights from your analysis
This course is perfect for:
- Data scientists and analysts looking to expand their text processing toolkit
- AI enthusiasts interested in cutting-edge natural language processing techniques
- Researchers and students in digital humanities or computational linguistics
- Anyone curious about advanced methods for deriving insights from complex texts
By the end of this course, you’ll have hands-on experience with GraphRAG, enabling you to perform sophisticated text analysis and visualisation on any corpus of your choice.
Course Features
- Lectures 1
- Quizzes 0
- Duration 1 hour
- Skill level Intermediate
- Language English
- Students 57
- Certificate Yes
- Assessments Yes
Stephen is an AI fanatic, entrepreneur, and educator, with a diverse background spanning recruitment, financial services, data analysis, and holistic digital marketing. His fervent interest in artificial intelligence fuels his ability to transform complex data into actionable insights, positioning him at the forefront of AI-driven innovation.
Stephen’s recent journey has been marked by a relentless pursuit of knowledge in the ever-evolving field of AI. This dedication allows him to stay ahead of industry trends and technological advancements, creating a unique blend of analytical acumen and innovative thinking which is embedded within all of his meticulously designed AI courses.
He is the creator of The Prompt Index and a highly successful newsletter with a 10,000-strong subscriber base, including staff from major tech firms like Google and Facebook. Stephen’s contributions continue to make a significant impact on the AI community.
Duration Lifetime access
57 students
Skill level Intermediate
1 lesson
0 quiz
Certificate Yes
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