Analyzing SEC filings with Transformers for fun and profit
In this video, I show you how to:
- easily download SEC filings with a bespoke AWS SDK,
- process and break down filings into individual text sections,
- extract insights using Hugging Face models for sentiment analysis, emotion detection, and summarization.
⭐️⭐️⭐️ Don’t forget to subscribe to be notified of future videos ⭐️⭐️⭐️
Blog post: https://aws.amazon.com/blogs/machine-learning/create-a-dashboard-with-sec-text-for-financial-nlp-in-amazon-sagemaker-jumpstart/
New to Transformers? Check out the Hugging Face course at https://huggingface.co/course