Machine Learning Project Ideas For Beginners

By working on projects, you'll gain practical experience and also develop a deeper understanding of the algorithms and techniques.

Iris Flower Classification

Use the famous Iris dataset to build a classifier that can predict the species of an Iris flower.

Sentiment Analysis

Develop a sentiment analysis model that can classify text as positive, negative, or neutral.

Handwritten Digit Recognition

Train a model to recognize handwritten digits using the MNIST dataset.

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7 Good Students Qualities

Spam Email Detection

Build a spam email classifier that can identify whether an incoming email is spam or not.

House Price Prediction

Create a regression model that can predict house prices based on features like the number of rooms, location, and square footage.

Credit Card Fraud Detection

Build an anomaly detection model that can identify fraudulent credit card transactions.

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Python Projects for Intermediate