Data Science Projects for Beginners

Learning by Doing

The best way to learn data science is to build projects. Here are three beginner-friendly ideas to get you started.

1. Titanic Survival Prediction

The "Hello World" of data science. Use the Titanic dataset to predict which passengers survived based on age, gender, and class.

2. House Price Prediction

Learn regression techniques by predicting house prices based on features like square footage, number of bedrooms, and location.

3. Sentiment Analysis on Twitter Data

Use Natural Language Processing (NLP) to analyze tweets and determine if the sentiment is positive, negative, or neutral.