NLP Certification Training with Python

Brought by: Edureka

Overview

Edurekas Natural Language Processing (NLP) Certification Training will take you through the essentials of text processing all the way up to classifying texts using Machine Learning algorithms. In this NLP training, you will learn various concepts such as Tokenization, Stemming, Lemmatization, POS tagging, Named Entity Recognition, Syntax Tree Parsing, and so on using Pythons most famous NLTK package. Once you delve into NLP, you will lalso earn to build your own text classifier using the Nave Bayes algorithm.

Syllabus

  • Introduction to Text Mining and NLP
  • Extracting, Cleaning and Pre-processing Text
  • Analyzing Sentence Structure
  • Text Classification - I
  • Text Classification - II
  • In Class Project
NLP Certification Training with Python
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NLP Certification Training with Python

Brought by: Edureka

  • Edureka
  • Paid
  • English
  • Certificate Available
  • Certain days
  • All
  • N/A
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