My Data Science Capstone Project IBM











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Here is a fun capstone project I took on at the end of 2019, as part of a final assessment from Coursera's - IBM Data Science Professional certification. • • ~~~~~~~~~~~~~~~~ REFERENCES ~~~~~~~~~~~~~~~~ • I. COURSE CERTIFICATION ..................... • • 1. IBM. (2019). Data Science Professional Certificate. Coursera. Retrieved from • https://www.coursera.org/professional... • • 2. Presenter's certification: • https://www.credly.com/badges/cb94879... • • II. DATASETS API ..................... • 1. City of Winnipeg. (n.d.). Community Characterization Area. Winnipeg Open Data Portal. • Retrieved December, 4, 2019, from • https://data.winnipeg.ca/City-Plannin... • 2. City of Winnipeg. (n.d.). Neighborhood. Winnipeg Open Data Portal. • Retrieved December, 4, 2019, from • https://data.winnipeg.ca/City-Plannin... • 3. Foursquare. (2019). Places API. Retrieved December, 4, 2019 from • https://location.foursquare.com/devel... • 4. Winnipeg Police Service. (2018). 2018 Annual Statistical Report [PDF]. • Retrieved December, 4, 2019, from • https://legacy.winnipeg.ca/police/Ann... • • III. ALGORITHMS PROJECT ..................... • 1. Haversine formula. (2023, March 1). In Wikipedia. • Retrieved December, 4, 2019, from • https://en.wikipedia.org/wiki/Haversi... • 2. k-means clustering. (2023, March 24). In Wikipedia. • Retrieved December, 4, 2019, from • https://en.wikipedia.org/wiki/K-means... • 3. Razi, S. F. (2019, December 4). Battle of the Neighborhoods - IBM Applied Data Science Capst • one. Retrieved from • https://nbviewer.org/github/FaarisRaz...

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