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    Maven Analytics • 1
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    Maven Analytics • 1's Natural Language Processing in Python Course Review

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    Learn NLP in Python — text preprocessing, machine learning, transformers & LLMs using scikit-learn, spaCy & Hugging Face

    Learning Format Online Course
    Subcategory Python

    Course Price $19.99

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    About Maven Analytics • 1

    Learn NLP in Python — text preprocessing, machine learning, transformers & LLMs using scikit-learn, spaCy & Hugging Face

    Who Is Maven Analytics • 1?

    No bio available.

    Industry

    Development

    Total Students

    633 students

    Official Website

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    Course Language

    English

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    What Do You Learn in Maven Analytics • 1's Course?

    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

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