Predict ESG scores from Yahoo finance with Google trends search interest and a Pytorch neural network.
I proposed, developed and implemented the project as part of the Machine Learning Engineer Nanodegree at Udacity in August 2020.
Refer to https://philippschmalen.github.io/posts/esg_scores_pytorch_googletrends/ for the project report.
Packages and services that were used
- Amazon Web Services: Sagemaker
- pytrends
- yahooquery
- pytorch