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Classifying Tweet Sentiments Course - Online Learning with Certificate
python

Classifying Tweet Sentiments

Ruslan Shudra

Python

10 Chapters

0 Studying now

We are going to classify tweets according to their sentiment, determining whether they express positive, negative, or neutral emotions. We will employ natural language processing techniques to preprocess the text data, and machine learning algorithms to build and evaluate sentiment classification models. By the end of the project, we aim to achieve a robust sentiment analysis tool that can accurately categorize the emotional tone of various tweets.

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Technology

Python

Language

En

Rating

Chapters

10

Reading the Data

Print out the Basic Info about Data

Data Preprocessing

EDA

Plot the Distribution

Text Cleaning

Words Count

Generate a Word Cloud

Text Sentiment Analysis

Sentiment Classification

0%

Reading the Data

Print out the Basic Info about Data

Data Preprocessing

EDA

Plot the Distribution

Text Cleaning

Words Count

Generate a Word Cloud

Text Sentiment Analysis

Sentiment Classification

Course description

We are going to classify tweets according to their sentiment, determining whether they express positive, negative, or neutral emotions. We will employ natural language processing techniques to preprocess the text data, and machine learning algorithms to build and evaluate sentiment classification models. By the end of the project, we aim to achieve a robust sentiment analysis tool that can accurately categorize the emotional tone of various tweets.

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