Learning how to process text is a skill required for Data Scientists. In this project, you will put these skills into practice to identify fake news
In this repository you will find dataset containing sentences in News and their tags: 0, if the news are fake, 1, if the news are real. Your goal is to build a classifier that is able to distinguish between the two.
Like in a real life scenario, you are able to make your own choices and text treatment. Use the techniques you have learned and the common packages to process this data and classify the text.
- Python Code: Provide well-documented Python code that conducts the analysis.
- Accuracy estimation: Provide the teacher with your estimation of how your model will perform.
- Classified Dataset: On Friday, you will receive a dataset without tags. Prepare your code to be able to tag that dataset.