Fake News Detection with Machine Learning (Coursera Project)
Tasks & skills:
- Apply python libraries to import and visualize dataset
- Perform exploratory data analysis and plot word-cloud
- Perform text data cleaning such as removing punctuation and stop words
- Understand the concept of tokenizer.
- Perform tokenizing and padding on text corpus to feed the deep learning model.
- Understand the theory and intuition behind Recurrent Neural Networks and LSTM
- Build and train the deep learning model
- Access the performance of the trained model
Check out the project! https://www.coursera.org/projects/nlp-fake-news-detector
Proof of completion: http://coursera.org/verify/9RBUZL639ZEJ
Credits: Ryan Ahmed