What you'll learn

Strong concepts regarding Natural Language processing

Complete command over Tokenization, Tagging and Noun Phrase Extraction

Complete knowledge regarding Sennt Analysis, Words Inflection and lemmatization

Fully familiar with N-grams, Frequency and Text Classification System

Complete knowledge regarding Naive Bayes Classifiers and Model Accuracy

Complete knowledge regarding Language Detection, Translation, Spell Checking

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Description

In NLP Boot-camp: Hands-on Text mining in Python using TextBlob for Bners course, you will learn Text Mining, Sennt Analysis, Tokenization, Noun Phrase Extraction, N-grams, and so many new things. I will start from a very basic level where I will assume that everyone is an absolute bner, having no knowledge regarding Machine Learning, Artificial Intelligence, and Natural Language Processing. So, I will be explaining everything in a very easy manner. I will start with Tokenization, Parts-of-speech tagging, Noun Phrase Extraction, Sennt Analysis, Spell Checking, Words Inflection, Lemmatization, Spell Checking, Words, and Noun Phrase Frequency, and N-grams. Then, I will jump to the intermediate level where I will explain how to develop your own Text Classification System and I will explain what is Naive Bayes Classifier, how to create a model, its training and testing. In the advanced/ final level, I will explain Model Accuracy, then I will again explain about Tokenizer, Sennt Analyzer, Parts-of-speech Tagger, and Noun Phrase Extractor. For all these projects, I will use one of the easiest Python libraries for Natural Language Processing and that is TextBlob. This NLP Boot-camp: Hands-on Text mining in Python using TextBlob for Bners course is designed in such a way that after this course, learning other advanced Natural Language Processing Libraries like NLTK, Tensor-Flow, and Keras, etc will be no more difficult for you.




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