https://github.com/tusharmishra069/ml-projects-intern-

https://github.com/tusharmishra069/ml-projects-intern-

Last synced: 12 days ago
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• Host: GitHub
• URL: https://github.com/tusharmishra069/ml-projects-intern-
• Owner: tusharmishra069
• Created: 2024-06-14T21:35:26.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-06-14T21:47:51.000Z (6 months ago)
• Last Synced: 2024-06-14T22:53:21.322Z (6 months ago)
• Language: Jupyter Notebook
• Size: 4.98 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Machine Learning Projects

Welcome to my collection of machine learning projects! This repository contains several projects showcasing different machine learning techniques and models.

## Projects

### 1. Movie Recommendation System

This project implements a movie recommendation system using collaborative filtering techniques. The system suggests movies to users based on their past ratings and preferences.

**Features:**

- Data preprocessing and cleaning

- Collaborative filtering algorithms

- Evaluation metrics for recommendation systems

### 2. White Wine Quality Prediction

This project builds a prediction model for the quality of white wine using a Support Vector Machine (SVM). The dataset contains various chemical properties of the wine which are used as features for the model.

**Features:**

- Data exploration and visualization

- Feature selection and engineering

- SVM model training and evaluation

### 3. Servo Prediction using Simple Linear Regression

This project uses simple linear regression to predict the speed of a servo motor based on input signals. The dataset consists of input-output pairs that are used to train the regression model.

**Features:**

- Data visualization and analysis

- Linear regression model training

- Model evaluation and performance metrics