python

Identifying Fake News

Kyryl Sidak

Python

9 Chapters

0 Studying now

Identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. Preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. Develop an effective tool that can accurately distinguish between real and fake news.

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Technology

Python

Language

En

Rating

Chapters

9

Loading the Data

Displaying the Dataset Information

Data Cleaning

Text Preprocessing

Vectorization

Preparing Train and Test Sets

Training Logistic Regression

Training Decision Tree Classifier

Comparing the Models

0%

Loading the Data

Displaying the Dataset Information

Data Cleaning

Text Preprocessing

Vectorization

Preparing Train and Test Sets

Training Logistic Regression

Training Decision Tree Classifier

Comparing the Models

Course description

Identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. Preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. Develop an effective tool that can accurately distinguish between real and fake news.

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