To get started with machine learning, it is recommended to have a good understanding of programming concepts, mathematics, and statistics. There are various online courses, tutorials, and books available that provide comprehensive introductions to machine learning. Additionally, practicing on small datasets, experimenting with different algorithms, and participating in machine learning competitions can help enhance your skills.