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2021 Natural Language Processing in Python for Beginners

2021 Natural Language Processing in Python for Beginners

2021 Natural Language Processing in Python for Beginners

2021 Natural Language Processing in Python for Beginners, Text Cleaning, Spacy, NLTK, Scikit-Learn, Deep Learning, word2vec, GloVe, LSTM for Sentiment, Emotion, Spam & CV Parsing

Created by Laxmi Kant

English

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What you'll learn


Learn complete text processing with Python

Learn how to extract text from PDF files

Use Regular Expressions for search in text

Use SpaCy and NLTK to extract complete text features from raw text

Use Latent Dirichlet Allocation for Topic Modelling

Use Scikit-Learn and Deep Learning for Text Classification

Learn Multi-Class and Multi-Label Text Classification

Use Spacy and NLTK for Sentiment Analysis

Understand and Build word2vec and GloVe based ML models

Use Gensim to obtain pretrained word vectors and compute similarities and analogies

Learn Text Summarization and Text Generation using LSTM and GRU

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