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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: Probability & Statistics
Status: Natural Language Processing
BeginnerGuided Project2 hours

Featured reviews

AA

5.0Reviewed Jul 26, 2020

MemoryError: Unable to allocate 9.03 GiB for an array with shape (25569, 47386) and data type int64 Solve the issue

YP

5.0Reviewed 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

SK

5.0Reviewed Aug 30, 2023

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

JS

5.0Reviewed Jul 19, 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.

SS

5.0Reviewed 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.

VT

5.0Reviewed May 22, 2023

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

HH

5.0Reviewed Aug 4, 2020

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

SS

5.0Reviewed Aug 22, 2020

This project is really useful and i enjoyed learning many new concepts from this project.

ST

5.0Reviewed Jul 22, 2022

Great course ! Detailed explanation of concetps and code was given by the instructor.

DB

5.0Reviewed 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.

SG

5.0Reviewed Oct 24, 2020

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

SF

5.0Reviewed Oct 13, 2023

The course is great. I learned a lot. Each step is very well explained by the teacher.

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