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Natural Language Processing in Python · Program
About this program
Natural Language Processing in Python
Online Course
Learning format
Python
Subcategory
English
Course language
$19.99
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in Natural Language Processing in Python
- Review the history and evolution of NLP techniques and applications, from traditional machine learning models to modern LLM approaches
- Walk through the NLP text preprocessing pipeline, including cleaning, normalization, linguistic analysis, and vectorization
- Use traditional machine learning techniques to perform sentiment analysis, text classification, and topic modeling
- Understand the theory behind neural networks and deep learning, the building blocks of modern NLP techniques
- Break down the main parts of the Transformers architecture, including embeddings, attention and feedforward neural networks (FFNs)
- Use pretrained LLMs with Hugging Face to perform sentiment analysis, NER, zero-shot classification, document similarity, and text summarization & generation
What's Included in Natural Language Processing in Python
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