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Explore the fundamentals of Natural Language Processing (NLP) in this 48-minute conference talk by Barbara Fusinska at NDC Conferences. Dive into basic NLP concepts and learn how to leverage Python and its machine learning libraries for text classification tasks. Discover the process of building a bag of words representation and applying it to recognize sentiment, categorize documents, or identify authorship. Gain practical insights into text representation basics, develop classification models, and understand their real-world applications. Build intuition for simple NLP tasks and leave equipped with knowledge to tackle various text analysis challenges using Python's powerful NLP tools.
