What is Data?
Data is information, like facts or numbers, collected to be examined, considered, and used to help decision-making. Learning how to leverage data requires practical skills and tools required to conduct analytics, develop and test hypotheses, visualize and share results.
Data Practices & Skills
1. Basics
| Data types & format, metadata, analysis, etc.
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2. Best Practices
| How to get good data, use cases, assessing data, etc.
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3. Data-driven culture
| Data governance, data architecture, conceptual thinking, etc.
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| Publication |
Data Ethics Framework |
UK Government |
https://www.gov.uk/government/publications/data-ethics-framework/data-ethics-framework |
Introductory piece with many inks for depth.
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4. Data Preparation
| Data collection, cleaning, visualizations, etc.
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5. Data Management
| Data warehousing, consolidation, storage, etc.
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6. Data Analysis
| Natural language processing, programming languages, Excel, etc.
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