What skills are needed for machine learning after an MCA?

Machine learning uses data to build models that identify patterns or make predictions. Students should learn data preparation, model selection, evaluation and the limitations of predictions. A good MCA study plan should leave time for both the theory behind machine learning and regular implementation practice. This point is specifically relevant to the machine learning aspect of MCA study. For this specific question about machine learning, the practical takeaway is to relate the concept to your own MCA learning goal. In other words, this guidance addresses: What skills are needed for machine learning after an MCA?