It would be a bad idea to use one-hot encoding where each input word is encoded as 19,999 zero-values and 1 one-value. For these types of NLP problems you should use what is called a word embedding, ...

SQL is a widely-used programming language for computer databases in business. Frequently, software developers need to combine different kinds of data, such as integer and character fields, into a ...

Understanding data encoding and normalization is an absolutely essential skill when working with neural networks. James McCaffrey walks you through what you need to know to get started. Dealing with ...