Data from space-based missions like Kepler, K2, and TESS have revealed thousands of exoplanets. Most were identified manually, but with AI/ML, we can automate this process. Your mission is to build a model that analyzes NASA’s open datasets to detect new exoplanets—and create a web interface for researchers and enthusiasts to interact with the data.
Consider how orbital period, transit duration, and planetary radius affect classification. Will your interface allow uploads, model updates, or hyperparameter tuning? The possibilities are endless.
This challenge is perfect for advanced users passionate about space, data science, and machine learning. Let’s explore the unknown together.