A topic that's often very confusing for beginners when using neural networks is data normalization and encoding. Because neural networks work internally with numeric data, binary data (such as sex, ...

. . . Because data encoding is usually done just once, simplicity is usually more important than efficiency. There is always a tradeoff between a simple but inflexible implementation versus a more ...