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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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