PROJFRED

Inspiration

Frederick the Goldfish

What it does

Predicts closing stock prices based on inputted articles and world news content

How we built it

Scraped stock data from various sources and then used these stock open/close prices combined with financial news over 2021-2022 to train our model to predict closing stock prices for various companies.

Challenges we ran into

Scraping for news articles (had to revert to entire website summaries)

Accomplishments that we're proud of

Scraping stock data and successfully training model.

What we learned

How to generate an AI model and best scraping practices.

What's next for PROJFRED

Too much. Accuracy, confidence percentages, real scraped news headlines for more specific training data.

Built With

• chatgpt
• claude
• colab
• python
• vscode