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Natural Language Processing (NLP) with Python and NLTK

Master Natural Language with Python and NLP using Spam Filter detection

4.4 / 5.0
1143 students3 hours 33 minutes

Created by Abhishek Kumar, offered on Udemy

bestcourses score™

Student feedback

4.9/10

To make sure that we score courses properly, we pay a lot of attention to the reviews students leave on courses and how many students are taking a course in the first place. This course has a total of 1143 students which left 33 reviews at an average rating of 4.4, which is average.

Course length

9/10

We analyze course length to see if courses cover all important aspects of a topic, taking into account how long the course is compared to the category average. This course has a length of 3 hours 33 minutes, which is pretty short. This might not be a bad thing, but we've found that longer courses are often more detailed & comprehensive. The average course length for this entire category is 7 hours 54 minutes.

Overall score

5.1/10

This course currently has a bestcourses score of 5.1/10, which makes it an average course. Overall, there are probably better courses available for this topic on our platform.

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.

What you will learn

  • Natural Language Processing using Python

Requirements

  • Basic programming skills in Python. Familiarity with numPy, Pandas and matplotlib would be helpful but not required.
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Frequently asked questions

  • Price: $94.99
  • Platform: Udemy
  • Language: English
  • 3 hours 33 minutes
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bestcourses score: 5.1/10

There might be better courses available for this topic.