[Editor's Note, 7/20/12: After we published Jan's article, he received a note from Colleen Henry, Video Hacker, Google Video Infrastructure, with further recommendations for encoding for YouTube.

These are examples of item-level descriptions, illustrating how encoding works with and without the use of CDATA (a feature of XML 1.0). Each example consists of two lines, the first is an example ...

One of the hardest choices encoding technicians have to make is deciding between hardware and software. Hardware-based encoders and transcoders have had a performance advantage over software since ...

For example, when using the Keras library, you can encode a binary dependent variable using zero-one encoding in conjunction with logistic sigmoid activation, or you can use one-hot encoding in ...