The problem Fake News Detection solves

• You can use this project and it the feed the news you can want to know whether the news is reliable(0) or unreliable(1).
• The model used in this project can handle huge streams of data hence making it effective to process large datasets.
• It also automates the process of manual identification of news authencity.
• The approach used in this project, can be used to process kinds of text data for required use.

Challenges I ran into

• This is my first machine learning project which uses pure text data.
• I had to go through many new techniques which are used for processing text data like stemming, lemmatization, tokenization etc.
• Using these to extract meaningful data as features to make final predictions
• I learned soo much while doing this project.