Data Projects
Data projects here!!
still a beginner so…
1st Data Innovators Challenge
It was my first ever contest and also first data contest in my life. I ranked 19th in the contest. Click read more to know about the project more.
Marine Fisheries Dashboard
A Streamlit dashboard for analyzing marine trawler data. Users can upload CSV files, select fish categories, and view the top 5 trawlers by catch and efficiency. The tool features interactive visualizations, distinct colors for fish types, and a search function to find trawler rankings by efficiency.
Breast Cancer Prediction with SVM
This project explores the use of Support Vector Machines (SVM) to predict the presence of breast cancer in patients. The dataset used contains features such as tumor size, shape, and texture, as well as patient age and other relevant factors.
Handwritten
Digit Recognition with K Nearest Neighbors
This project explores the use of the K-Nearest Neighbors (KNN) algorithm to recognize handwritten digits from the MNIST dataset. KNN is a simple yet powerful machine learning algorithm that classifies data points based on their proximity to other data points in the feature space.
RFM Analysis for Customer Segmentation
RFM Analysis for Customer Segmentation: A Python-based project leveraging Recency, Frequency, and Monetary metrics to evaluate customer purchasing behavior, segment customers, and generate actionable insights with visualizations and clustering techniques.