Understanding Trends in Company Valuation with NLP
- Understanding Trends in Company Valuation with NLP
- Introduction
- Orchestrating company earnings trend analysis, using SEC filings, news sentiment with the Hugging Face transformers, and Amazon SageMaker Pipelines
- Using SageMaker Pipelines
- Understanding trends in company valuation (or similar) with NLP
- SEC Dataset
- News articles related to the stock symbol – dataset
- MLOps for NLP using SageMaker Pipelines
- Create a Custom Container
- Set Up SageMaker Project
- Preparing SEC dataset
- Set Up Your MLOps NLP Pipeline with SageMaker Pipelines
- View Evaluation Results
- Clean up
- Notebook CI Test Results
- Introduction