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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: Exploratory Data Analysis
Status: Machine Learning
BeginnerGuided Project2 hours

Featured reviews

SA

Reviewed Apr 1, 2021

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

CK

Reviewed Aug 7, 2020

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

KG

Reviewed Aug 5, 2020

Very good, I can understand the basic how to deal with sentiment analysis

SG

Reviewed Oct 24, 2020

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

RK

Reviewed Jun 20, 2025

Pretty good introduction to NLP projects if you already know how to code in python.

YP

Reviewed Sep 26, 2020

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

MD

Reviewed Oct 17, 2020

Very Good Project Course. Learned many things in machine learning and python

VT

Reviewed May 22, 2023

very good project and very simple and easy lectures .simply great experience!

SS

Reviewed Sep 16, 2020

Overall nicely guided small project. The tutor explained it very well. Please make more such short courses. More concepts from Basic NLP can be covered.

MM

Reviewed Aug 19, 2020

Excellent tutorial , easy to follow and the mico challenge part is awesome .

SA

Reviewed Aug 3, 2021

Great course. The cloud environment didn't match the instructor's at times.

DB

Reviewed Aug 18, 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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