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1. Data-Analysis-and-Reporting-for-Banking-Operations Data-Analysis-and-Reporting-for-Banking-Operations Public

   Develop MySQL queries and procedures to analyze and validate data used in Monitoring reports for banking operations, emphasizing regulatory compliance and operational efficiency.

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2. Predicting-Canada-s-Per-Capita-Income-Using-Machine-Learning-and-Linear-Regression Predicting-Canada-s-Per-Capita-Income-Using-Machine-Learning-and-Linear-Regression Public

   I used information from 1970 to 2016 to create a simple prediction model that estimated Canada's income per person in 2020 to be $41,288.69. I organized and prepared the data, used a method called …

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3. Predictive-Maintenance-using-Machine-Learning Predictive-Maintenance-using-Machine-Learning Public

   Created a system for predicting equipment breakdowns in a factory. This project included gathering past sensor information from different machines, preparing the data, and constructing a machine le…

   Jupyter Notebook 1

4. -Predicting-Life-Insurance-Purchases-with-Logistic-Regression- -Predicting-Life-Insurance-Purchases-with-Logistic-Regression- Public

   In this project, I used logistic regression to predict whether a person will purchase life insurance based on their age. Logistic regression is ideal for binary classification problems like this on…

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5. Predicting-Survival-on-the-Titanic-Using-Decision-Trees- Predicting-Survival-on-the-Titanic-Using-Decision-Trees- Public

   The Decision Tree model I created predicts Titanic passenger survival based on historical characteristics. After training, the model achieved 83.8% accuracy, demonstrating how machine learning can …

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6. Medical-Data-History-Analysis Medical-Data-History-Analysis Public

   Analyzed and managed extensive patient medical history datasets using SQL. Developed data models to extract meaningful insights and ensure accurate reporting. Enhanced data accessibility and report…