BayesianBatman's repositories
Efficient_frontier_using_python
This is an in-depth analysis tool for equity fund managers focusing on large-cap shares.
DOP_pricing_tool
This Streamlit-based application, titled "Option Tool," is a comprehensive tool for options traders. It enables users to interactively analyze the payoff of various option strategies under different market conditions.
Time_Series_With_R
Analyzed a 10-year USD/EUR exchange rate dataset using ARIMA and Exponential Smoothing forecasting models. Achieved a MAPE of approximately 4.68% and RMSE of about 0.0605 for both models.
Customer_churn_classifer
Machine Learning Analysis of Bank Marketing Data: This repository contains Python code for analyzing and predicting the outcomes of banking marketing campaigns. Utilizing Logistic Regression and XGBoost models, the project aims to predict whether a client will subscribe to a term deposit or not.
Tableau_Prime_Video_Dashboard
This Interactive Tableau dashboard for Amazon Prime Video offers dynamic visualizations: Radial chart for ratings and World Map for show distribution by country.
Finance_Database_SQL
This project fetches financial data from Yahoo Finance using Python and yfinance. The data is processed and injected into a custom MySQL database, created and managed using MySQL Workbench and mysql-connector-python. The application handles potential data fetching and SQL errors
Clustering-and-Classification
Loan Analysis: Customer Segmentation and Offer Prediction
attack_detection_securtiy_
Detecting False Positives in Identity-Related Security Attacks
Customer_churn_prediction
This project uses Logistic Regression machine learning algorithm to predict customer retention using the Online Retail Data Set from the UCI Machine Learning Repository. The data set contains information on customer purchases, including the quantity, price, and description of each item, as well as the date of purchase and the customer's ID.
LSTM-Stock-price
ML model that uses LSTM to predict closing prices
Machine-learning-term-2
Programs done for machine learning in term 2
OpenCV-img-classification
image classification of top 5 players in the Ballon d'or voting list