• To learn about the stock market.
• To create a stock portfolio for future investments.
• To develop an analysis tool that will make stocks be easier to understand.
• To build a predictor based on historical prices.
• To create a list of safe stocks that are good for investments.

• Finished creating the basis of a wrapper for AlphaVantage API.
• Created a Batch Handler to process API requests to 5 requests per minute (Free tier)
• Finished building my Website on React-Redux.
• Plotted my stock prices and trendline from using polynomial regression on Plotly React.
• Built a Time Series Predictor from sklearn using polynomial regression of degree 3 (4 or above is overfitting and takes too much time to process.)
• Used correlation coefficient for my steady score.
• Calculated the derivative of the trend in the stock prices as my potential growth score.
• Deployed my Django/React-Redux Application on Heroku.
• Automated predictions on thousands of companies listed on NASDAQ and NYSE to make my stock portfolio.

• Plan to integrate several technical indicators from AlphaVantage and use them for more machine learning models.

Limen - Contains a list of packages needed to install on the backend. Regressor - Builds a polynomial regression on the stock prices. Retriever - Retrieves stock prices from AlphaVantage.

Front - Runs on a React/Redux Website.