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applianceenergyprediction

bank-loan-analysis

classification-cardiovascular-risk-prediction

credit-risk-analytics

The Credit Risk Analytics Project leverages SQL for data manipulation and Power BI for visualization, providing stakeholders with actionable insights into loan applications and approvals. It features optimized queries using CTEs for efficient processing and dynamic query handling for automatic data updates.

eda_airbnb

Exploratory Data Analysis Project on Airbnb Booking Analysis Dataset 2019 by using Python and Libraries.

logistic_regression

Practical implementation of Logistic Regression

natural-language-processing-nlp

numpy-and-pandas-study

Playing with NumPy and Pandas for learning and hands on practice.

project-insurance-decisioning

python-sql_kaggle_api_project

This project demonstrates the extraction of data from the Kaggle API to a Jupyter Notebook, transformation and cleaning using Pandas and related libraries, and loading the cleaned data into a PostgreSQL database managed with pgAdmin via a server connection. The workflow ensures efficient data handling from raw extraction to structured storage.

quick-commerce-grocery-sales-analysis

Project involves the analysis of grocery sales data from BlinkIT, to derive insights and visualize key metrics using Power BI. The dataset contains fields such as Item Fat Content, Item Identifier, Item Type, Outlet Establishment Year, Outlet Identifier, Outlet Location Type, Outlet Size, Outlet Type, Item Visibility, Item Weight, Sales, Rating.

regression-project---appliance-energy-prediction

Appliances Energy Prediction by doing EDA and Machine Learning Model Development and Deployment using Python and suitable Libraries.

sms-spam-detection

unsupervised-project---netflix-movies-and-tv-shows-clustering

Understanding what type content is available in different countries. If Netflix has been increasingly focusing on TV rather than movies in recent years. Clustering similar content by matching text-based features.