Introduction:
The NLP: Identification of Fake News Using Data Mining and Machine Learning Project is associated with the University of Thessaly. This project involved building and evaluating multiple machine learning models for Natural Language Processing (NLP) to detect fake news published online. Data mining techniques were used to collect and preprocess data, followed by a comparative analysis of model performance.
Key Skills Gained:
- Natural Language Processing (NLP)
- NLTK
- Statistical Data Analysis
- Statistical Modeling
- Statistics
- Computer Science
- Python / R
- Python (Programming Language)
- SciPy
- Data Analytics
- Data Analysis
- Data Science
- Data Mining
- Scikit-Learn
- Pandas (Software)
- NumPy
- Seaborn
- Matplotlib
- Jupyter
- JupyterNotebook / JupyterLab / GoogleColab