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LinkedIn Learning

Vector, Graph, and DynamoDB

via LinkedIn Learning

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Overview

Learn about vector and graph databases and how they can store data while maintaining relationships.

Syllabus

1. Vector, Graph, and DynamoDB
  • Picking a database
  • Intro to Amazon Neptune
  • Key Rust CLI
  • Rust CLI Graph lab
  • What is SQLite?: Key features
  • ETL with SQLite
  • ETL with SQLite: Demo
  • What is DynamoDB?
  • What are vector databases?
  • Using CRUD with DynamoDB and the CLI
  • Using CRUD with DynamoDB and Python
  • Using CRUD with DynamoDB and Rust
  • Learn AWS CloudShell: Demo
  • Learn AWS CodeCatalyst: Demo
  • Learn AWS CodeWhisperer: Demo
  • Create a table with the CLI
  • Populate table batch
  • Query a table with values
  • Project walkthrough
  • Semantic search
  • Quickstart Qdrant
  • Qdrant Rust client
  • Vector database architecture
  • Enhance semantic search
  • Graph databases

Taught by

Noah Gift

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