Analysis of Stock Positions

Created an analysis report for stock market and predicted the stock values for companies from various sectors using Machine Learning Algorithm and visualized the data using libraries such as matplotlib. Developed a database using PostgreSQL, cleansed and processed the data, and added ETL pipelines to load, extract and transform data to apply Logistic Regression for prediction. Created a world map visualizing all the companies with their headquarter locations situated in cities around the world using ggmap, Google Geolocation API and Geocoding.