IBM Data Engineering Courses from Coursera

DA Project 3: Personal Medical Insurance Analysis using SQL Magic on Jupyter notebook.

This repository includes a Market Basket Analysis (MBA) project with advanced data cleaning and a Power BI dashboard. It identifies top revenue-driving item pairs, their impact on CLV and ATV, and offers insights for optimized product bundling and revenue growth.

In this repository, we will be working with multiple real world datasets publicly posted by the city of Chicago. We will be asked questions that will help us understand the data and the information stored in it.

IBM Data Science Professional Certification

In this project, I practiced using SQL magic on Jupyter notebook using the Chicago datasets including Chicago Crime Rates, Census Data, and Public Schools on https://data.cityofchicago.org/

Accident Prediction

Here they are some hands-on works where are applied python libraries to analyze data using SQL queries integrated with IBM DB2 database service provider

Accessing database with SQL magic jupyter notebook

SQL for Data Science course from edx