Applied Knowledge

Projects Showcase

Theory is just the beginning. Explore our portfolio of hands-on implementations, from end-to-end machine learning pipelines to fully autonomous AI agents.

All Projects Machine LearningPythonSQL
Python

Customer Segmentation with K-Means Clustering: A Step-by-Step Guide

From Raw Data to Actionable Customer Groups In today’s competitive retail landscape, understanding your customers...
Apr 2026 View Details
SQL

Retail Sales Aggregation & Performance Analysis with SQL

From Raw Transactions to Actionable Intelligence In the fast‑paced world of retail, understanding sales patterns...
Apr 2026 View Details
Machine Learning

House Price Prediction with Linear Regression: California Housing Dataset (Step-by-Step)

This project builds a multiple linear regression model to predict median house values in California...
Apr 2026 View Details
Python

Ultimate Guide to Exploratory Data Analysis (EDA) on the Brazilian E-Commerce (Olist) Dataset

This project performs a comprehensive Exploratory Data Analysis (EDA) on the Olist Brazilian E‑Commerce Public...
Apr 2026 View Details
Machine Learning

Titanic Survival Prediction with Logistic Regression: A Step-by-Step Guide

This project builds a logistic regression model to predict passenger survival on the RMS Titanic....
Apr 2026 View Details