srinivasRM/Mutual-funds-Analysis-and-prediction
In this project I have performed analysis and prediction on 1,3,and 5 year returns on 1064 mutual funds in India. I have scraped data from a website which is the most visited website for mutual fund investments.I have tested regression models linear model,SGD Regressor , Random Forest Regressor,Decision Tree Regressor,Ridge,MLP Regressor and linear model (Lasso).After which I have selected the best perorming model and performed Hyper parameter tuning and then deployed an interactive application which can generate the visualization and send an email with the visualization to the users email address.
This project helps Indian retail investors analyze and predict potential 1, 3, and 5-year returns for over a thousand mutual funds. It takes publicly available data from a popular mutual fund website and generates visualizations showing expected fund performance. The output, a visual report, is then sent to the user's email.
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Use this if you are an individual investor in India looking for data-driven insights and predictions to guide your mutual fund investment decisions.
Not ideal if you need to analyze mutual funds from other countries or require real-time, high-frequency trading insights.
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Jul 25, 2022
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