7 Beginner Machine Learning Projects To Complete This Weekend

📊 1. Predicting Titanic Survival

Predict who survived using age, gender & class. Learn data cleaning + logistic regression basics. Click here

📈 2. Predicting Stock Prices

Forecast stock trends with ARIMA or LSTM. Practice feature engineering & MSE evaluation. click here

📧 3. Email Spam Classifier

Build an NLP model to detect spam. Use TF-IDF + Naive Bayes/SVM for accuracy. Click here

🔢 4. Handwritten Digit Recognition

Train a CNN on MNIST to identify digits (0–9). Explore image preprocessing & deep learning. Click here

🎬 5. Movie Recommendation System

Suggest movies using collaborative filtering (SVD) & MovieLens dataset. Measure with RMSE. Click here

🔄 6. Customer Churn Prediction

Find which customers may leave. Handle imbalanced data & use logistic regression/random forest. Click here

👤 7. Face Detection

Use OpenCV Haar cascades to detect faces in images/videos. Learn filtering & edge detection. Find here