Natural Language Processing Crash Course for Beginners: Theory and Applications of NLP using TensorFlow 2.0 and KerasКНИГИ » ПРОГРАММИНГ
Название: Natural Language Processing Crash Course for Beginners: Theory and Applications of NLP using TensorFlow 2.0 and Keras Автор: AI Publishing Издательство: AI Publishing Год: 2020 Формат: epub/pdf(conv.) Страниц: 340 Размер: 12.5 Mb Язык: English
The topics covered include: What is Natural Language Processing? Environment Setup and Python Crash Course Introduction to Deep Learning Text Cleaning and Manipulation Common NLP Tasks Importing Text Data from Various Sources Word Embeddings: Converting Words to Numbers IMDB Movies Sentimental Analysis Ham and Spam Message Classification Text Summarization and Topic Modeling Text Classification with Deep Learning Text Translation Using Seq2Seq Model State of the Art NLP with BERT Transformers Hands-on NLP Projects/Articles for Practice Exercise Solutions
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