Machine Learning for Modern Astronomy: Challenges and Solutions

This coursework covers the interdisciplinary field of machine learning in astronomy. It begins by addressing the data deluge in modern astronomy and the growing importance of machine learning techniques. The applications section explores methods for exoplanet detection and galaxy classification, highlighting their transformative impacts on astronomical research. Challenges such as the 'black box' nature of machine learning will also be discussed to provide a comprehensive understanding of its...