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Introduction + 25 Mini ML Project Ideas:
Want to build a career in Machine Learning? Start with these top mini ML projects in East Godavari designed for CSE, BCA, MCA, and data science enthusiasts. Here are 25 real-world, beginner-friendly machine learning projects:
House Price Prediction using Linear Regression
Iris Flower Classification
Loan Eligibility Prediction using Logistic Regression
Breast Cancer Detection using SVM
Titanic Survival Prediction
Spam Email Detection using Naive Bayes
Movie Recommendation System
Student Performance Prediction
Heart Disease Prediction
Customer Segmentation using K-Means
Fake News Detection using NLP
Stock Price Trend Prediction (Basic LSTM)
Wine Quality Classification
Image Classification using CNN (Intro-level)
Weather Forecasting using Regression
Diabetes Prediction using ML
Personality Prediction using Social Media Data
Resume Screening using NLP
Used Car Price Prediction
Sentiment Analysis on Twitter Data
Credit Card Fraud Detection
COVID-19 Spread Prediction (basic time series)
Object Detection with Pretrained Models
Music Genre Classification
E-commerce Product Review Sentiment Classification
Each project includes dataset, Jupyter Notebook, training and testing code, and a summary report.
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