The goal of this repository is to use search query data from Youtube to analyze and provide a playlist based on accuracy of identifying Educational and How-To based videos. This will be accomplished by evaluating the videos', titles, categories, topics, descriptions and transcriptions. The methods used will be a combination of NLP, K Nearest Neighbors clustering and RNN model results.
- Curated dataset
- Python files that contain predictive models and APIs