Natural Language Processing (NLP) with Python and NLTK

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MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHz, 2 Ch
Genre: eLearning | Language: English + .VTT | Duration: 3 hour | Size: 1.05 GB

Master Natural Language with Python and NLP using Spam Filter detection

What you'll learn

Natural Language Processing using Python

Requirements

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

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.

Who this course is for:

Data scientists, Applied Machine Learning engineers and Software engineers.
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