Natural Language Processing Masterclass with Python

Learn SparkNLP, Webscraping, Apache, Tensor Flow and how to deploy machine learning through NLP

4.45 (18 reviews)
Udemy
platform
English
language
Data Science
category
3,807
students
3.5 hours
content
Aug 2021
last update
$59.99
regular price

What you will learn

Learn the basics of Natural Language Processing

Explore the steps of developing NLP projects

Describe the process webscrpaing, sentiment analysis, language analysis

Description

An astounding amount of unstructured text data is generated every day by the internet, social media platforms, and a variety of other sources. To harness the real value of such large volume of textual data, it is absolutely necessary to have the skills to turn messy texts into powerful insights. Python is a great tool through which we can process the language and translate easily using a variety of packages. Welcome to this practical course on Natural Language Processing using Python. If you have some experience with Python and an interest in natural language processing (NLP), this course can provide you with the knowledge you need to tackle complex problems using machine learning.

The trainer in this course is - Dr. Mostafa Sheikh who is a Senior Data Scientist with over 20 years of hands on experience on AI, ML and NLP. In this very hands on course Dr. Mostafa  begins with a quick review of foundational NLP concepts, including how to clean text data and build a model on top of vectorized text. He then jumps into more complex topics such as Spark NLP, Webscraping, Parsing, Tensor flow. To wrap up the course, he lends these concepts a real-world context by showing how to develop and deploy machine learning problems.

The course is brought to you by HotCubator academy, a think tank of data and research based in Australia.

Content

Introduction and General idea of NLP

Introduction
What is Natural Language Processing
Practical application of NLP
AI and NLP

Extracting and quantifying informative text

What is document metrics
Concept linking
Text similarity metrics and quantifying texts

Spark and Spark NLP

Introduction to Apache and pyspark
Features of Spark
Sentiment analysis using Pyspark

Screenshots

Natural Language Processing Masterclass with Python - Screenshot_01Natural Language Processing Masterclass with Python - Screenshot_02Natural Language Processing Masterclass with Python - Screenshot_03Natural Language Processing Masterclass with Python - Screenshot_04

Reviews

Adam
August 2, 2021
Very comprehensive course! Much better than 8 hours courses which only extends the time and do not cover the main aspects of NLP. The course was practical and gave me hands on skill. I think the sound quality of the course could be developed though. I highly recommend this course!

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3951954
udemy ID
4/1/2021
course created date
4/21/2021
course indexed date
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