Tag NLP found of 2 results

Step-by-Step Guide to NLP Basics: Text Preprocessing with Python Part 2

Step-by-Step Guide to NLP Basics: Text Preprocessing with Python Part 2

Learn the essential methods for representing text data in Natural Language Processing (NLP). Explore techniques like Bag of Words (BoW), TF-IDF, One-Hot Encoding, Word Embeddings, and Sentence Embeddings, all explained with Python code examples. These foundational methods transform raw text into numerical formats for machine learning and deep learning applications. Perfect for beginners looking to master text preprocessing and representation in NLP...

Sovary December 14, 2024 42
#Machine Learning  #NLP 
Step-by-Step Guide to NLP Basics: Text Preprocessing with Python

Step-by-Step Guide to NLP Basics: Text Preprocessing with Python

In this tutorial, we’ll walk through the essential steps of text preprocessing in Natural Language Processing (NLP). Text preprocessing is the foundation of NLP, where we transform raw text into a structured format that machines can understand. Using Python, we’ll demonstrate techniques such as tokenization, stopword removal, stemming, and lemmatization to prepare text data for analysis...

Sovary December 13, 2024 41
#Python  #Machine Learning  #NLP 
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