NLU and NLG are just components of NLP. Given how they intersect, they are commonly confused within conversation, but in this post, we’ll define each term individually and summarize their differences
NLP can process text from grammar, structure, typo, and point of view—but it will be NLU that will help the machine infer the intent behind the language text. So, even though there are many overlaps between NLP and NLU, this differentiation sets them distinctly apart. Do we need both?
we can use either thedifference()method on a Python set or the - operator. While thedifference()method call acts on a set and takes in one or more Python iterables as the arguments, the - operator lets you perform set difference operation between two Python setsonly. If you’re looking...
In summary, we’ve discussed the difference between Type I and Type II Errors. For more information on how Type I and Type II errors can be used in a binary classification system, please see this article:Bayes’ Theorem Explained. Benjamin O. Tayois a Physicist, Data Science Educator, and...