Welcome to my data analysis projects repository! This repository contains a collection of projects I've worked on, focusing on data analysis in various domains. Below is a brief overview of the projects included:
Projects Overview
Utilized machine learning techniques to classify emails as spam or not spam. Implemented algorithms such as Naive Bayes and Support Vector Machines (SVM) for classification.
Developed a computer vision-based system to detect lane markings on roads. Utilized techniques like edge detection, Hough transforms, and image processing to identify lanes.
Analyzed a dataset containing information about restaurants, including ratings, cuisines, and locations. Explored trends such as popular cuisines, average ratings, and geographical distribution of restaurants.
Conducted exploratory data analysis on a dataset containing information about terrorist incidents. Investigated trends in terrorism over time, geographical hotspots, and types of attacks.
Analyzed a dataset containing measurements of water quality parameters such as pH, dissolved oxygen, and turbidity. Explored correlations between different water quality parameters and identified potential pollution sources.