Natural Language Processing
Bachelor of Science in Computer Science · University · Machine Learning
This unit explores the applications of machine learning in natural language processing, focusing on text classification, sentiment analysis, and machine translation. Students will gain an understanding of the techniques and algorithms used in NLP and their practical applications.
Zum Üben gibt es 53 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Supervised and unsupervised learning in NLP
- Feature extraction and representation in NLP
- Text classification algorithms (e.g.
- Naive Bayes
- SVM
- Random Forest)
- Sentiment analysis techniques (e.g.
- lexicon-based
- machine learning)
- Machine translation approaches (e.g.
- rule-based
- statistical
Stichworte
- Text Classification
- Sentiment Analysis
- Machine Translation
- NLP Algorithms
- NLP Applications
- Natural Language Processing
- Machine Learning