Data Preprocessing Questions
Data encoding refers to the process of converting data from one format or representation to another format that is suitable for storage, transmission, or processing. It involves transforming data into a standardized format that can be easily understood and utilized by computer systems or algorithms. Data encoding is commonly used in various data preprocessing tasks, such as converting categorical variables into numerical representations or encoding text data into numerical vectors for machine learning algorithms.