Machine Learning Submission
Machine Learning Projects Submission
Acknowledgment
I extend my heartfelt gratitude to Professor Ankush Sawarkar Sir for their invaluable guidance and mentorship throughout these projects.
🛠️ UML Diagram: Machine Learning Project Lifecycle
🚀 Watch Price Prediction Project (Regression)
🎯 Problem Statement
This project aims to develop a watch price prediction system using machine learning regression techniques. The research will employ fundamental techniques such as Linear Regression, Decision Tree, Random Forest, and XGBoost to predict the prices of wristwatches and pocket watches.
| 📊 Dataset | Kaggle Dataset |
| 🌐 Website Link | - |
| 🔗 GitHub Link | View Code |
| 📑 Research Paper | [Link to the research paper related to your first project] |
🚀 StyleMate : Fashion Recommended System
🎯 Problem Statement
StyleMate is an intelligent fashion recommender system designed to help users discover their perfect outfits effortlessly. Leveraging deep learning techniques, StyleMate generates image embeddings for fashion items, allowing for accurate recommendations based on visual similarities.
| 📊 Dataset | [Provide inform] |
| 🌐 Website Link | Link to the website or web application related to your first project |
| 🔗 GitHub Link | View Code |
| 📑 Research Paper | View Paper |
🚀 Email/SMS Spam Classifier (Classification)
🎯 Problem Statement
Email and SMS spam pose significant issues for individuals and organizations. These messages may contain harmful content, phishing attempts, or unwanted advertisements, causing inconvenience and potential security risks. I have developed a machine learning model that accurately detects whether an email or SMS message is spam with an accuracy of over 97% and a Precision Score of 1.0.
| 📊 Dataset | Kaggle Dataset |
| 🌐 Website Link | View Here |
| 🔗 GitHub Link | View Code |
| 📑 Research Paper | [View Paper](Link to the research paper related to your first project) |
I am currently open to internship opportunities within the machine learning domain, eager to apply and further develop my skills in solving real-world problems.
Request for LinkedIn Recommendation
I kindly request a LinkedIn recommendation to further strengthen my profile. If you could take a moment to provide a brief endorsement based on my academic collaboration, I would greatly appreciate it.