Mini Project A/B for 10-805: Machine Learning for Large Datasets:
- Song hotness prediction on the million song dataset
- Image classification on the CIFAR-100 dataset
The structure of this repo is as follows:
├── deliverables # project report.
│ ├── ml4bd_proposal.pdf
│ ├── ml4bd_report.pdf
├── mpa # mini-project-a for million song dataset.
│ ├── etl.py # Process the dataset.
│ ├── mpa-20.ipynb # run expertiments a pyspark instance with 20 nodes.
├── mpb # mini-project-b for CIFAR-100 dataset.