Machine Learning Mini Project (ECS7020P)
The mini-project has two separate components:
- Basic component : Using the MLEnd London Sounds dataset, build a machine learning pipeline that takes as an input an audio segment and predicts whether the audio segment has been recorded indoors or outdoors. (ECS7020P_miniproject_basic.ipynb)
- Advanced component : Formulate your own machine learning problem and build a machine learning solution using the MLEnd London Sounds dataset. (ECS7020P_miniproject_advanced.ipynb)
- Problem Formulation
- Machine Learning Pipeline
- Transformation Stage
- Modelling
- Methodology
- Dataset
- Results
- Conclusions