A Complete Natural Language Processing Beginner Masterclass | Data Science Online Course by Udemy

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Learn Core NLP Theory. Projects: Sentiment Analysis, Fake News Detector, Topic Models, LSTMs, Speech Recognition & More!

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A Complete Natural Language Processing Beginner Masterclass

This course takes you from a beginner level to being able to understand NLP concepts, linguistic theory, and then practice these basic theories using Python – with very simple examples as you code along with me. If you are new to Python or any computer programming, the course instructions make it easy for you to code together with me. I explain code line by line. The gentle pace takes you gradually from these basics of NLP foundation to being able to understand Mathematical & Linguistic (English-Language based, Non-Mathematical) theories of Deep Learning. Natural Language Processing FoundationLinguistics & Semantics – study the background theory on natural language to better understand the Computer Science applications Pre-processing Data (cleaning) Regex, Tokenization, Stemming, Lemmatization Part-of-Speech TaggingThe topics outlined below are taught using practical Python projects! Text Classification & Sentiment Analysis Unsupervised Sentiment AnalysisTopic ModellingWord Embedding with Deep Learning ModelsLSTM using TensorFlow, Keras Sequence ModelSpeech RecognitionConvert Speech to Text

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