With the plethora of resources offered by both online platforms and universities today, learning about machine learning has never been this easy. To effectively learn about machine learning, one needs to understand the importance, impact, and the nuances of feature engineering on your models. If you are stepping into learning and enrolling in a course after a long gap, refreshing your statistical learning can help smoothen the process. Make sure that you gain a thorough knowledge of the machine learning algorithms and techniques. The best way to learn machine learning is to know the ways of consistently and reliably delivering high-quality predictions by following a systematic process.