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Area(s) of Expertise
- Big Data
- Workflow Management
- Distributed Computing
- Provenance Reproducibility
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Area(s) of Expertise
- AI/ML
- Probability/Statistics
- Algorithms
- System solutions for edge devices and infrastructure
- ASICs
- Communication Networks
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Area(s) of Expertise
- Computing Education Research
- Computer Systems
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Area(s) of Expertise
- Computing Education Research
- Computer Systems
DSC 207R: Python for Data Science
Course Information
Course Type
Foundation
Course Description
Essential tools for data science, including: the basic process of data science; Python and Jupyter notebooks; finding answers within large datasets by using Python to import data, explore it, analyze it, learn from it, visualize it, and generate easily shareable reports. An applied understanding of how to manipulate and analyze uncurated datasets; basic statistical analysis and machine learning methods; and how to effectively visualize results.