Capstone Projects: Data Science in Real Life
Keywords:
Baltimore, Data Scientist , Sales , Hypothesis , Model Validation , Overfitting , Importing , VisualisationAbstract
This is a paper showcasing two capstone projects that will help us understand about data science and it’s role in a real life corporate. The first capstone project was initiated by John Hopkins University as part of a specialisation course. It was a project in collaboration with an industry partner named “Zillow” , an online real-estate, rental website in the United States. The second capstone project was initiated by University of California Davis, also as part of a specialisation course. It was a project in collaboration with an industry partner named “Tableau“, an online software company that is involved with business intelligence and analytics.
References
- https://capstone.datacamp.com/courses/executive-data-science-capstone-project/capstone-project-project-title?ex=11
- https://github.com/booz-allen-hamilton/The-Field-Guide-to-Data-Science/blob/master/LifeInTheTrenches-LessonsLearned/ModelValidation/ModelValidation.md
- https://www.quora.com/What-is-an-intuitive-explanation-of-over-fitting-particularly-with-a-small-sample-set-What-are-you-essentially-doing-by-over-fitting-How-does-the-over-promise-of-a-high-R%C2%B2-low-standard-error-occur/answer/William-Chen-6?share=6120088f&srid=O6WD
- https://www.perceptualedge.com/blog/?p=1897
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