Applied Text Mining in Python (Coursera)

Applied Text Mining in Python (Coursera)
Course Auditing
Categories
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Certification
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This course should be taken after: Introduction to Data Science in Python, Applied Plotting, Charting & Data Representation in Python and Applied Machine Learning in Python
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Applied Text Mining in Python (Coursera)
This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to humans, and an overview of the nltk framework for manipulating text. The second week focuses on common manipulation needs, including regular expressions (searching for text), cleaning text, and preparing text for use by machine learning processes. The third week will apply basic natural language processing methods to text, and demonstrate how text classification is accomplished. The final week will explore more advanced methods for detecting the topics in documents and grouping them by similarity (topic modelling).

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Course 4 of 5 in the Applied Data Science with Python Specialization.

This course should be taken after: Introduction to Data Science in Python, Applied Plotting, Charting & Data Representation in Python and Applied Machine Learning in Python.


Syllabus


WEEK 1: Working with Text in Python

WEEK 2: Basic Natural Language Processing

WEEK 3: Classification of Text

WEEK 4: Topic Modeling



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Course Auditing
41.00 EUR/month
This course should be taken after: Introduction to Data Science in Python, Applied Plotting, Charting & Data Representation in Python and Applied Machine Learning in Python

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.