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Introduction to NLP | Natural Language Processing with Python and NLTK
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NLTK - Introduction | Natural Language Processing with Python and NLTK
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Structured vs Unstructured data | Natural Language Processing with Python and NLTK
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Reading Text Data | Natural Language Processing with Python and NLTK
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Exploring the data | Natural Language Processing with Python and NLTK
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NLP Pipeline for Text data | Natural Language Processing with Python and NLTK
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Removing Punctuation | Pre-processing | Natural Language Processing with Python and NLTK
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Tokenization | Natural Language Processing with Python and NLTK
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Removing stop words | Natural Language Processing with Python and NLTK
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Stemming | Natural Language Processing with Python and NLTK
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Porter Stemmer in Python | Natural Language Processing with Python and NLTK
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Lemmatization in Python | Natural Language Processing with Python and NLTK
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WordNet Lemmatizer in NLTK python | Natural Language Processing with Python and NLTK
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Vectorization in Python | Natural Language Processing with Python and NLTK
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Count Vectorization in Python | CountVectorizer | Natural Language Processing with Python and NLTK
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N-Grams Natural Language Processing | N-Gram NLP | Natural Language Processing with Python and NLTK
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TF-IDF Vectorizer Python | Natural Language Processing with Python and NLTK
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Feature Engineering | Natural Language Processing with Python and NLTK
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Feature Engineering - Feature Creation | Natural Language Processing with Python and NLTK
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Feature Evaluation | Natural Language Processing with Python and NLTK
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Power Transformations | Box-Cox Transformation | Tukey Transformation
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Evaluation Metrics: Accuracy, Precision and Recall | NLP NLTK
Description:
Natural Language Processing is a very popular field and has lots of applications in our daily life. From typing a message to auto-classification of mails as Spam or not-spam NLP is everywhere. NLP is a field concerned with the ability of a computer to understand, analyze, manipulate and potentially generate human language.In this course we study about NLP and use the NLP toolkit or NLTK in Python.

NLP in Python - Natural Language Processing

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#Computer Science #Artificial Intelligence #Natural Language Processing (NLP) #Programming #Programming Languages #Python #Natural Language Toolkit (NLTK) #Machine Learning #Feature Engineering #Computational Linguistics #Lemmatization #Stemming
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Introduction to NLP | Natural Language Processing with Python and NLTK