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Stax.ai. Inc
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Portfolio
Portfolio PublicHello World. Welcome to my little corner on the internet where I host my projects. I’m currently exploring data science, machine learning, AI, business analytics and algorithmic trading. I'm listin…
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Diversified-Stock-Portfolio-Using-Clustering-Analysis
Diversified-Stock-Portfolio-Using-Clustering-Analysis PublicThis repository demonstrates application of unsupervised learning in the financial markets. K-Means clustering is employed to create a diversified portfolio of stocks and the resulting portfolio is…
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Multiple-Linear-Regression-for-Predicting-Car-Prices
Multiple-Linear-Regression-for-Predicting-Car-Prices PublicThe aim of this project is to develop a multi linear regression model for predicting car prices with the available independent variables. This will allow the management to understand how the prices…
Jupyter Notebook 2
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Multiple-Linear-Regression-using-Gradient-Descent-on-Seoul-Bike-Share-Demand-Data-Set
Multiple-Linear-Regression-using-Gradient-Descent-on-Seoul-Bike-Share-Demand-Data-Set PublicThis repository showcases multiple linear regression on the data set to predict the rented bike count. Exploratory data analysis is performed to give a deeper look into the data set. Gradient desce…
Jupyter Notebook 1
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Credit-Card-Lead-Prediction
Credit-Card-Lead-Prediction PublicThis repository showcases use of supervised machine learning approaches in identifying customers that could show higher intent towards a recommended credit card. Banks deploy such models to identif…
Jupyter Notebook 1
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Algorithmic-Trading-Backtesting-Portfolio-of-Stocks-Python
Algorithmic-Trading-Backtesting-Portfolio-of-Stocks-Python PublicThis article describes how to test your algorithmic trading strategy on a portfolio of stocks. A portfolio reduces risk as opposed to just applying a strategy to a single stock. Optimizing the port…
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