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NLP: Twitter Sentiment Analysis

In this hands-on project, we will train a Naive Bayes classifier to predict sentiment from thousands of Twitter tweets. This project could be practically used by any company with social media presence to automatically predict customer's sentiment (i.e.: whether their customers are happy or not). The process could be done automatically without having humans manually review thousands of tweets and customer reviews. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Status: Text Mining
Status: Data Cleansing
BeginnerGuided Project2 hours

Featured reviews

YP

5.0Reviewed Sep 27, 2020

I would love to do more project under the guidance of the this professor.Each and every concept was clearly explained Thank You

SK

5.0Reviewed Aug 31, 2023

Ryan covered everything in topic so beautifully and explained in a very impressive way. THANKS

JS

5.0Reviewed Jul 20, 2020

El concepto tras este tipo de cursos está demasiado bien. El curso es completo y deja bases para aplicación en proyectos fáciles. Buen curso para empezar a buscar motivación en este tipo de temáticas.

HH

5.0Reviewed Aug 5, 2020

Well explained.Person with less knowledge can also go for this course.Thank you

SA

4.0Reviewed Apr 2, 2021

Will appreciate more if it can be in more depth but good to start with this.

TP

5.0Reviewed Sep 16, 2020

Awesome course. The instructor is awesome in explaining all the details very well

SG

5.0Reviewed Oct 25, 2020

Great course for beginners. Well explained. And screen split was very handy.

CK

5.0Reviewed Aug 8, 2020

Amazing Course especially for a newbie like me. Concepts are well explained.

SR

4.0Reviewed Apr 26, 2025

Great project, but he did not teach how to cater to unbalanced datasets. Otherwise, great explanation, and everything was clear.

CC

4.0Reviewed Jan 22, 2021

Able to follow the lectures and learn about the basics of data processing for text mining. Expect more in-depth knowledge about sentiment analysis.

AC

5.0Reviewed Feb 23, 2021

I liked the way the instructor explained how the Naive Bayes classifier works. It was the best explanation I have seen so far

DB

5.0Reviewed Aug 19, 2020

This guided project is a chance to learn a basic technical skill in data cleaning. I love the explanation for Naive Bayes algorithm.

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