For research in machine learning, deep learning, statistical analytics, there is need to work on the datasets.
For actual corporate or social research, the data should be collected from primary sources.
For Academic Research, in most of the cases, the Benchmark Datasets are used so that the authenticity can be proved.
Actual Datasets from Primary Data Collection: (CORPORATE / SOCIAL RESEARCH)
- Academic Research generally it is not acceptable.
- X Ray Images taken from hospital
- Flowers Images from Rose Gardens or any other location
- No benchmarking / testing is done
Pre-Built Benchmark Datasets (ONLY FOR ACADEMIC)
o IRIS, Titanic Ship