English | Size: 450.82 MB
Genre: eLearning
What you’ll learn
Natural Language Processing (NLP)
TextBlob — a Python framework built on top of NLTK
Tokenization
Text classification
Part-of-speech tagging
Producing definitions
Comparing the similarity of words
Generating n-grams
Spell checking
Sentiment analysis
Hugging Face’s Datasets library
TextBlob is an open-source Python package built on top of NLTK, which is perhaps the most well-known NLP framework. TextBlob allows you to complete common NLP tasks with just a few lines of code and with minimal complexities. So, whether you’re a beginner looking to learn NLP or a professional who wants to learn a tool to simplify your life — this course is for you.
TextBlob is one of the most popular NLP Python packages with over 7700 stars on GitHub and over 10M downloads.
This course will cover:
Text classification
Tokenization
Part-of-speech tagging
Getting synonyms
Producing definitions
Comparing the similarity of words
Spell checking
Generating n-grams
Sentiment analysis
Fetching data from Hugging Face’s dataset distribution network
AND MORE ALL WITH TEXTBLOB!!
Installations:
NONE!!! This is done entirely in Google Colab, which is web based.
Who this course is for:
Python developers who are interested in AI and NLP
Beginner NLP developers who want to learn an easy to use NLP framework
Advanced NLP developers who want to simplify their life
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