python

Identifying Fake News

Kyryl Sidak

Python

9 Chapters

0 Studying now

We are going to identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. We will preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. By the end of the project, we aim to develop an effective tool that can accurately distinguish between real and fake news.

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Tecnologia

Python

Língua

En

Avaliação

Capítulos

9

Loading the Data

Displaying the Dataset Information

Data Preprocessing

Text Preprocessing

Vectorization

Preparing Train and Test Sets

Training Logistic Regression

Training Decision Tree Classifier

Comparing the Models

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Loading the Data

Displaying the Dataset Information

Data Preprocessing

Text Preprocessing

Vectorization

Preparing Train and Test Sets

Training Logistic Regression

Training Decision Tree Classifier

Comparing the Models

Descrição do Curso

We are going to identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. We will preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. By the end of the project, we aim to develop an effective tool that can accurately distinguish between real and fake news.

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