Introduction to NLP
Kurs
180 Studenter allerede påmeldt- Grasp text preprocessing fundamentals, including tokenization and removal of stop words.
- Understand the process of stemming and lemmatization for textual data.
- Discover basic text models and how to represent textual information effectively.
- Become familiar with word embeddings and the implementation of Word2Vec.
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Det er 4 moduler i dette kurset
Let's explore the fundamentals of Natural Language Processing (NLP) as you delve into text preprocessing techniques and various text models used to represent text data. You will gain practical insights and hands-on experience with the tools and methods essential for analyzing and interpreting textual data effectively. This course equips you with the skills to transform raw text into meaningful information, paving the way for advanced applications in AI and machine learning.- NLP and Its ApplicationsForhåndsvisning
- Understanding Text PreprocessingForhåndsvisning
- TokenizationForhåndsvisning
- Challenge: Tokenizing a SentenceForhåndsvisning
- Tokenization Using Regular ExpressionsForhåndsvisning
- Challenge: Tokenizing Using RegexForhåndsvisning
- Removing Stop WordsForhåndsvisning
- Applying Text Preprocessing in PracticeForhåndsvisning
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