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PLATFORMS WHERE DATA SCIENTISTS AND ANALYSTS CAN FIND FREE DATASETS FOR LEARNING AND PRACTICE:

1. Kaggle
✔️A popular platform with a vast collection of datasets. Includes datasets for machine learning, data analysis, and visualization projects. Often accompanies data science competitions.
https://lnkd.in/g9gsJgaP

2. UCI Machine Learning Repository
✔️Contains a diverse range of datasets for machine learning. Useful for benchmarking and testing algorithms.
https://lnkd.in/gyXRBTQ6

3. Google Dataset Search
✔️A search engine dedicated to finding datasets across the web. Covers various domains like health, science, and technology.
https://lnkd.in/gqsy-UFn

4. Data.gov
✔️Official U.S. government portal for open data. Contains datasets from various government agencies.
https://www.data.gov/

5. World Bank Open Data
✔️Offers datasets on global development indicators. Excellent for economic, financial, and social studies.
https://lnkd.in/gnysvmQc

6. FiveThirtyEight
✔️Provides datasets used in its data-driven journalism. Great for storytelling and visualization projects.
https://lnkd.in/g9VUijGQ

7. Open Data Portals (Local Governments)
Examples:

Union Open Data Portal
https://lnkd.in/gwGCwKE7

Data Service
https://lnkd.in/gSUgTh57

National Bureau of Statistics
https://www.nbs.go.tz

8. AWS Public Datasets
✔️Public datasets hosted on AWS, Includes genomics, geospatial, and satellite imagery data.
https://lnkd.in/gvZc5yfU

9. Harvard Dataverse
✔️A free, open platform for sharing, citing, and discovering datasets. Hosted by Harvard University.
https://lnkd.in/gPZeBbxG

10. GitHub
✔️Many repositories host curated datasets. Search for datasets related to specific topics (e.g., "climate data").
https://GitHub.com/

11. Statista (Free Access Section)
✔️Provides market and consumer data. Free datasets available in limited sections.
https://www.statista.com/

12. Quandl
✔️Datasets focused on economics and finance. Free and paid options are available.
https://www.quandl.com/

13. IMDB Data
✔️Free datasets on movies, actors, and ratings. Ideal for entertainment and media analytics projects.
https://lnkd.in/g7PCs73z

14. OpenStreetMap
✔️Free geospatial data for mapping and location-based analytics.
https://lnkd.in/g-jy8JQs

15. IEEE DataPort
✔️Datasets from academic and industrial research. Some are free, while others require an IEEE membership.
https://ieee-dataport.org/

https://github.com/dpm-tz
https://lnkd.in/ggCDPQER

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