Natural Language Processing Specialization
E824068
The Natural Language Processing Specialization is an online course series that teaches core NLP concepts and modern deep learning techniques for processing and understanding human language.
Statements (46)
| Predicate | Object |
|---|---|
| instanceOf |
MOOC
ⓘ
online course specialization ⓘ |
| covers |
classical NLP methods
ⓘ
evaluation of NLP models ⓘ modern neural NLP methods ⓘ sequence modeling ⓘ text generation ⓘ |
| deliveryMode | online ⓘ |
| field | natural language processing ⓘ |
| focusesOn |
core NLP concepts
ⓘ
deep learning for NLP ⓘ processing human language ⓘ understanding human language ⓘ |
| goal |
enable learners to build NLP applications
ⓘ
teach practical NLP with deep learning ⓘ |
| includes |
hands-on projects
ⓘ
programming assignments ⓘ quizzes ⓘ |
| language | English ⓘ |
| offeredAs | series of courses ⓘ |
| outcome | NLP skills for real-world applications ⓘ |
| platform | Coursera NERFINISHED ⓘ |
| provider | Coursera NERFINISHED ⓘ |
| requires |
basic Python programming
ⓘ
basic machine learning knowledge ⓘ |
| targetAudience |
data scientists
ⓘ
machine learning practitioners ⓘ software engineers ⓘ students ⓘ |
| teaches |
LSTMs
ⓘ
attention mechanisms ⓘ language modeling ⓘ machine translation ⓘ named entity recognition ⓘ probabilistic models for NLP ⓘ question answering ⓘ recurrent neural networks ⓘ sentiment analysis ⓘ sequence models ⓘ sequence-to-sequence models ⓘ subword models ⓘ text classification ⓘ text preprocessing ⓘ transformer models ⓘ word embeddings ⓘ word vector representations ⓘ |
Referenced by (1)
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