Machine learning is a very hot field these days. If you want to build a machine learning resume, you will need to do some projects in the field. However, you can't just jump into the field without knowing anything about it. We will recommend you to do some pre-work before actually jumping into the machine learning field. You can design a curriculum for getting yourself ramped up for a machine learning role. The curriculum can start with a lot of math, but should go over the fundamentals you need to learn. After that, it should cover different concepts in machine learning. Then it should go over some more math.