What are some interesting data science projects I can do with Python?

What are some interesting data science projects I can do with Python?

There are many exciting projects you can work on! For example, you could create a predictive model for housing prices, analyze social media sentiment, or build a recommendation system.

Can you give me more details on how to create a predictive model for housing prices?

Sure! You can start by collecting a dataset with features like location, size, and number of bedrooms. Then, use libraries like Pandas for data manipulation and Scikit-learn for building the model.

What libraries should I use for data visualization in Python?

For data visualization, popular libraries include Matplotlib, Seaborn, and Plotly. They offer various options for creating informative and interactive plots.

Are there any datasets you recommend for beginners?

Yes! You can check out Kaggle for datasets like the Titanic survival dataset or the Iris flower dataset, which are great for practice.