Classifying Criminal Offenses: Classification Application in Python Using scikit-learn

In this repository I'll add all the material regarding the EDA workshops.

Heart failure is a severe condition in which the heart is unable to pump blood effectively. Early prediction of heart failure can significantly improve patient outcomes. This project aims to build a predictive model using machine learning techniques to identify patients at risk of heart failure.

Always know what to expect from your data.

Predicting employee salaries based on job type, degree, major, industry, years of experience, and distance from a metropolis using machine learning techniques.

Simple statistical functions that are useful for exploratory spatial data analysis (ESDA) on-the-fly in JavaScript

Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown

This repository contains various Python projects

Comprehensive notes and code on Python, data analysis, visualization, machine learning, and deep learning from my data science learning journey.

Workflow to generate interactive html feature selection report for longitudinal and cross-sectional microbiome studies

Descriptive And Inferential Data Analysis Using Python Projects

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Developer-first embedded analytics

Sales Analysis using SQL

This project analyzes tumor cell data from 550 patients using Python. It involves data cleaning, exploratory analysis, feature engineering, and machine learning to classify tumors as malignant or benign. Techniques include PCA, logistic regression, and k-fold cross-validation to ensure model accuracy and reliability.

This repository stores an obesity prediction app. This application is designed to predict the likelihood of obesity based on various features such as demographic information, lifestyle habits, and medical history.

Interactively explore unstructured datasets from your dataframe.

Handy Hire is a talent marketplace designed to connect artisans and blue-collar workers with small and medium-sized enterprises (SMEs) looking for reliable services. The goal of this comprehensive pre-market feasibility study and product analysis to guide the development and strategic planning of Handy Hire.

This repository contains a comprehensive data analysis project focused on Diwali sales. The aim of this project is to explore, analyze, and gain insights from the sales data related to the Diwali festival.