Machine Learning Yearning

"Machine Learning Yearning" is a guide that helps engineers build better AI systems by teaching them how to troubleshoot and improve their models. It emphasizes understanding the process of designing machine learning projects, identifying common challenges, and making informed decisions about data and algorithms. The focus is on developing intuition for diagnosing errors and refining models efficiently. Ultimately, it aims to accelerate progress in creating AI that performs accurately and reliably, providing practical strategies to systematically improve machine learning systems.