Spark NLP is an open-source text processing library for advanced natural language processing for the Python, Java and Scala programming languages. The library is built on top of Apache Spark and its Spark ML library. It is currently the most widely used NLP library in the enterprise. In this tutorial, we will learn how to use Spark NLP for text preprocessing and build machine learning models to classify text into different categories.
Code used in this video can be downloaded from GitHub:
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Use Spark NLP and Machine Learning to Classify Text
Теги
artificial intelligencemachine learningdeep learningneural networknatural language processingNLPtext classificationsentiment analysistext generationtext summarizationcomputer visionimage classificationobject detectionimage segmentationrecommender systemtime series forecastingsynthetic dataPyTorchTensorFlowPythonNumPyPandasMatplotlibTransformerHugging facefastaichatbotadversarial generative networkGANsAI