Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
3 Hour(s) 32 Minute(s)
Language
English
Taught by
Abhishek Kumar
Certificate
- Available
- *The delivery and distribution of the certificate are subject to the policies and arrangements of the course provider.
Rating
1 views
Course Overview
Master Natural Language with Python and NLP using Spam Filter detection
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.
Course Content
- 5 section(s)
- 26 lecture(s)
- Section 1 Introduction
- Section 2 Reading and Cleaning Data
- Section 3 Vectorizing Data
- Section 4 Feature Engineering
- Section 5 Building Machine Learning Classifier
What You’ll Learn
- Natural Language Processing using Python
Skills covered in this course
Reviews
-
RRavikumar S Gampala
Instructor needs to spell the words clearly and completely (slow down a bit). Otherwise, very well organized and instructed course.
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VVISHAL KHANNA KADABOINA
reaching my expectations
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AAsh masadeh
too simple and lots of repetitions so far .. i hope we will learn something deep
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JJohn May
Very organized - easy to follow. I understood the material
