Stock-Prediction

Project for me to learn Time Series Machine Learning and specifically forecasting Using the Alpha Vantage API, create a mostly accurate machine learning model to predict future stock prices

Goals:

• Test different Time Series models to see what has the best accuracy
• Learn front end development by creating a front end that can interact with the model
• Deploy the model using Docker or some other deployment tool
• Potentially: Create my own foundational model inspired by Google's TimesFM

Current Progress:

• Now able to select data based on stock symbol and convert it into a dataframe
• Now able to plot data for viewing purposes
• Now completed tentative data preprocessing steps for the model input

Thoughts:

• Might switch to IEXCloud API