Applied Text Mining in Python– Coursera
This course begins with an understanding of how Python handles text, the structure of text as it appears to machines and humans, and an overview of the nltk framework for manipulating text. You will learn how to use basic natural language processing methods in that course. You will also learn how to write code that categorizes documents. This course is a component of the Applied Data Science with Python Specialization program.
This course will teach the fundamentals of text mining and text manipulation. The course begins with an understanding of how Python handles text, the structure of text to both machines and humans, and an overview of the nltk text manipulation framework. 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).
Topics Covered-
- Working with Text in Python
- Basic Natural Language Processing
- Classification of Text
- Topic Modeling
Extra Benefits-
- You will get a Shareable Certificate.
- Along with that, you will get to solve Practice Quizzes and Graded Assignments.
Who Should Enroll?
- Those who have intermediate-level knowledge in Python, Machine Learning, Plotting, Charting & Data
- Representation in Python.
- So, if you have the following knowledge, then only you should enroll yourself in this course. But if you don’t have, then you can enroll yourself in this specialization program- Applied Data Science with Python Specialization. This specialization program will also cover this course- Applied Text Mining in Python.
Interested to Enroll?
- If yes, then get more details here- Applied Text Mining in Python
Provider: University of Michigan
Rating: 4.2/5.0
Time to Complete- 29 hours
Enroll here: coursera.org/learn/python-text-mining
