https://github.com/2003harsh/machine-learning-projects
https://github.com/2003harsh/machine-learning-projects
classification-analysis data-visualization machine-learning-algorithms regression-analysis
Last synced: 9 months ago
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- Host: GitHub
- URL: https://github.com/2003harsh/machine-learning-projects
- Owner: 2003HARSH
- Created: 2024-05-12T07:25:00.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-01T13:24:02.000Z (almost 2 years ago)
- Last Synced: 2025-01-11T09:47:50.883Z (over 1 year ago)
- Topics: classification-analysis, data-visualization, machine-learning-algorithms, regression-analysis
- Language: Jupyter Notebook
- Homepage:
- Size: 1.01 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Machine Learning Projects
⛴️ Task 1: `Titanic Survival Prediction`
Using machine learning techniques, I developed a model to predict survival rates aboard the Titanic. By analyzing passenger data, I gained insights into factors influencing survival, contributing to disaster preparedness strategies.
🌺 Task 2: `Iris Flower Classification`
Implemented a classification model to accurately classify Iris flower species based on their features. This project honed my skills in data preprocessing, model selection, and evaluation, demonstrating proficiency in classification algorithms.
💳 Task 3: `Credit Card Fraud Detection`
Developed a robust fraud detection system using machine learning algorithms to identify fraudulent transactions. Leveraging techniques like anomaly detection and feature engineering, I contributed to enhancing financial security measures.