Exploratory analysis and credit card approval system based on machine learning

This project focuses on building a credit card approval system using customer data. The goal is to create a model that can effectively predict whether a credit card application should be approved or rejected. The project includes data preprocessing, exploratory data analysis, addressing class imbala

Fifa 21 Analysis Project

This project is an analysis of FIFA 21 data, focusing on factors that affect player values and exploring predictive models to understand their value determinants. The project includes data cleaning, preprocessing, exploratory analysis, and the application of machine learning models—all performed usi

EDA and machine learning with Python applied to Amazon sales Dataset

This project conducts a thorough analysis of a product reviews dataset, encompassing data cleaning, descriptive analytics, predictive modeling, and sentiment analysis. The goal is to extract valuable insights for informed decision-making and strategic planning.

Exploratory Data Analysis and Clustering of Music Dataset (Spotify)

The "Music Dataset Exploration and Clustering" project is a comprehensive analysis that delves into the intricate details of a music dataset. The project encompasses data cleaning, exploratory data analysis (EDA), and clustering techniques to derive meaningful insights into the diverse world of musi

Adventure Work Report

This Power BI report is a part of the course on Power BI and focuses on the sales data of Adventure Works, a company related to sports and bicycles. The report provides a visually engaging and interactive way to analyze and derive important insights from the sales data.

Pizza Sales Report

Power BI Pizzeria Report reveals key insights from last year's data, highlighting peak order days (Fridays, Saturdays), profitable months (July, January), dominant pizza categories ("Classic"), impactful sizes ("Large"), and top-performing pizzas ("Thai Chicken," "Classic Deluxe"). Explore the repor

Call Center Report

Dive into our Power BI Call Center Report on GitHub, offering insights into call center metrics. Analyze total calls, call duration, and response times through dynamic dashboards and clear visualizations. Download, open with Power BI Desktop, and explore actionable insights to enhance call center ef