freeCodeCamp/curriculum/challenges/english/11-machine-learning-with-python/tensorflow/natural-language-processing-with-rnns-part-2.md

---
id: 5e8f2f13c4cdbe86b5c72d9c
title: 'Natural Language Processing With RNNs: Part 2'
challengeType: 11
videoId: mUU9YXOFbZg
dashedName: natural-language-processing-with-rnns-part-2
---

# --question--

## --text--

Word embeddings are...:

## --answers--

an unordered group of encoded words that describes the frequency of words in a given document.

---

a group of encoded words that preserves the original order of the words in a given document.

---

a vectorized representation of words in a given document that places words with similar meanings near each other.

## --video-solution--

3
add tensorflow course without questions (#38525) 2020-04-21 11:19:42 -04:00			`---`
			`id: 5e8f2f13c4cdbe86b5c72d9c`
fix: rename tensorflow lessons (#38617) 2020-04-24 05:52:42 -05:00			`title: 'Natural Language Processing With RNNs: Part 2'`
add tensorflow course without questions (#38525) 2020-04-21 11:19:42 -04:00			`challengeType: 11`
			`videoId: mUU9YXOFbZg`
feat(curriculum): restore seed + solution to Chinese (#40683) * feat(tools): add seed/solution restore script * chore(curriculum): remove empty sections' markers * chore(curriculum): add seed + solution to Chinese * chore: remove old formatter * fix: update getChallenges parse translated challenges separately, without reference to the source * chore(curriculum): add dashedName to English * chore(curriculum): add dashedName to Chinese * refactor: remove unused challenge property 'name' * fix: relax dashedName requirement * fix: stray tag Remove stray `pre` tag from challenge file. Signed-off-by: nhcarrigan <nhcarrigan@gmail.com> Co-authored-by: nhcarrigan <nhcarrigan@gmail.com> 2021-01-13 03:31:00 +01:00			`dashedName: natural-language-processing-with-rnns-part-2`
add tensorflow course without questions (#38525) 2020-04-21 11:19:42 -04:00			`---`

Feat: add new Markdown parser (#39800) and change all the challenges to new `md` format. 2020-11-27 19:02:05 +01:00			`# --question--`

			`## --text--`

			`Word embeddings are...:`

			`## --answers--`

			`an unordered group of encoded words that describes the frequency of words in a given document.`

			`---`

			`a group of encoded words that preserves the original order of the words in a given document.`

			`---`

			`a vectorized representation of words in a given document that places words with similar meanings near each other.`

			`## --video-solution--`

			`3`