Natural Language Processing With TextBlob (Python NLP)

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Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 450 MB | Duration: 1h 18m
Learn how to perform NLP with one of the most popular NLP frameworks -- TextBlob. This course is in 100% Python

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

Description
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.

About the instructor:

My name is Eric Fillion, and I'm from Canada. I'm on a mission to make state-of-the-art advances in the field of NLP through creating open-source tools and by creating educational content. In early 2020, I led a team that launched an open-source Python Package called Happy Transformer. Happy Transformer allows programmers to implement and train state-of-the-art Transformer models with just a few lines of code. Since its release, it has won awards and has been downloaded over 17k times.

Requirements:

A basic understanding of Python

A google account -- for Google Colab

What Now?

I've made all of the introductory lectures for each section available for free preview. So, check them out, and I'm looking forward to seeing you in the course!

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

Screenshots

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