Machine learning has emerged as a transformative force, revolutionizing the way we solve complex problems and make decisions. From predicting consumer behavior to diagnosing medical conditions, machine learning has become an integral part of our daily lives. However, the journey from data to actionable insights is not a straightforward one. It involves a systematic process known as the Machine Learning Life Cycle.