Complete Your First Machine Learning Projects in 10 Steps

About a year ago, when I started telling people that I have completed core subjects with one of them being a Machine Learning (ML) course for a master's degree, many became curious about the subject. Some asked what got me started, and some just wanted my general advice. The most common request of advice I get is how to get into learning about ML? My reply to this question is to pick up a simple ML problem and solve them. You will learn faster and better this way. But then I realized that I never really showed them the way to manage these projects.