Detect Fake News with Machine Learning & Feature Engineering
Learn how to build fake news detection model using machine learning, feature engineering, logistic regression, and NLP
4.42 (18 reviews)
3 105
students
3.5 hours
content
Nov 2023
last update
$13.99
regular price
What you will learn
Learn how to build fake news detection model with feature engineering
Learn how to build fake news detection model with logistic regression
Learn how to build fake news detection model with Random Forest
Case study: applying feature engineering to predict if a news title is real or fake
Learn the basic fundamentals of fake news detection model
Learn factors that contribute to the widespread of fake news & misinformation
Learn how to perform news source credibility
Learn how to detect keywords associated with fake news
Learn how to perform news title and length analysis
Learn how to detect sensationalism in fake news
Learn how to detect emotion in fake new with NLP
Learn how to evaluate fake news detection model with confusion matrix
Learn how to perform fairness audit with demographic parity difference
Learn how to mitigate potential bias in fake news detection
Learn how to clean dataset by removing missing rows and duplicate values
Learn how to find and download datasets from Kaggle
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5646052
udemy ID
06/11/2023
course created date
10/11/2023
course indexed date
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