In the process of developing a deep neural network classification model, you encounter a dataset with categorical input values where some columns have a high cardinality of over 10,000 unique values. Considering the need for efficiency and scalability in model training, along with the constraints of managing high-dimensional data, what is the most effective method to encode these categorical values? Choose the best option. | Google Professional Machine Learning Engineer Quiz