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Overview
Unlock the power of data analysis with LangChain and AWS, covering SQL, data modeling, GenAI and cloud computing. What you'll learn: Utilize LangChain and AWS for advanced economic data analysis and model deploymentSet up and manage AWS RDS and ECS services for scalable data applications.Implement SQL databases and execute complex queries for economic indicators analysis.Develop and refine AI agents using LangChain for specific economic data retrieval tasks. Welcome to "Mastering LangChain and AWS: A Guide to Economic Analysis," the...
Syllabus
- Course Introduction, Setup, Business Cycles
- LangChain Deep Dive
- AWS Security and User Management & AWS Account Setup
- Cloud9 Scripting: Database, Langchain, OpenAI, FAISS
- AWS EBS Volumes, Docker, ECR
- Refactoring our Agent
- Advanced AWS Configurations
- AWS Elastic Container Service and RDS
- LangChain Tools
- Clean Up
Instructor
Anton Gordon
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