Dataset For Ml And Data Science

Reddyprasade curated this GitHub repository of datasets for real-world machine learning and data science problems, with the last update occurring in June 2022. The collection is provided under the Apache-2.0 license but lacks specific metadata regarding record counts or internal file structures.

Use Cases

• Benchmarking machine learning models against the 'real world' datasets described in the repository.
• Building data science portfolios using the 'python' and 'data-science' tagged resources.
• Practicing exploratory data analysis on the various unspecified data structures contained within the collection.

Strengths

• Licensed under Apache-2.0 for open use and redistribution.
• Aggregated specifically for 'real world' problem solving rather than synthetic examples.
• Tagged for Python compatibility, facilitating integration with standard ML libraries.

Limitations

• Absence of documented column names or feature descriptions in the metadata.
• Unknown record counts and file formats across the collection.
• Temporal staleness due to the last update being in mid-2022.

Provenance

Source

GitHub repository by reddyprasade

Freshness

Last updated June 13, 2022.