If what you want to do is to apply machine learning toolkits to datasets, then you don’t need to study much. Study the field to which you want to apply machine learning, then maybe the good old text “Data Mining: Practical Machine Learning Tools and Techniques” … then when you want to apply some particular machine learning technique, look up a paper or two on that technique and read it…