Genre: eLearning | Language: English + .VTT | Duration: 3 hour | Size: 1.05 GB
What you'll learn Homepage: https://www.udemy.com/course/natural-language-processingnlp-with-python-and-nltk/
Natural Language Processing using Python
Requirements
Basic programming skills in Python. Familiarity with numPy, Pandas and matplotlib would be helpful but not required.
Description
Natural Language Processing or NLP 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.
The course contains following:
Introduction to NLP and NLTK
NLP Pipeline
Reading raw data
Cleaning and Pre-processing
Tokenization
Vectorization
Feature Engineering
Training ML Algorithm for Classifying Spam and non-spam messages
This course would be very useful for Applied Machine Learning Scientists and Data Scientists who are working on NLP/NLU.
Who this course is for:
Data scientists, Applied Machine Learning engineers and Software engineers.
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