What context can I use each word in?
Learn when and how to use these words with these examples!
vectorizing
Example
The text data was vectorized using the bag-of-words approach. [vectorized: past tense]
Example
Vectorizing the image data allowed for easier analysis and comparison. [vectorizing: gerund or present participle]
encoding
Example
The audio file was encoded in MP3 format for easy sharing. [encoded: past tense]
Example
Encoding the video data allowed for efficient streaming and playback. [encoding: gerund or present participle]
Good things to know
Which word is more common?
Encoding is more commonly used than vectorizing in everyday language, as it is a more general term that applies to a wider range of fields. However, vectorizing is a common term in machine learning and natural language processing.
What’s the difference in the tone of formality between vectorizing and encoding?
Both vectorizing and encoding are technical terms used in computer science and related fields, and are therefore considered formal language.
