Text classification using Naive Bayes' algorithm. Each document in represented in a vector space. In the training phase, class priors and class conditional probabilities for every term of dictionary ...

python machine-learning natural-language-processing deep-learning text-classification regex lstm nltk naive-bayes-classifier tf-idf jupyter-notebooks countvectorizer text-classification-python Updated ...

Take your Python text processing skills to another level by learning about the latest natural language processing and machine learning techniques with this full Machine Learning Techniques for Text: ...

Specialization: Text Marketing Analytics; Instructor: Chris J. Vargo, Assistant Professor and Scott Bradley; Prior knowledge needed: None View on Coursera Learning Outcomes Describe text ...

Use text preprocessing techniques and understand their trade-offs; Apply dimensionality reduction for visualization and classification; Incorporate and fine-tune algorithms and models for machine ...