Data Validity

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Measurement – Turning Concepts into Data (Coursera)

This course provides a framework for how analysts can create and evaluate quantitative measures. Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. This course will explore various approaches for quantifying these concepts. The [...]

Data Science Ethics (Coursera)

What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting and managing big data. Explore [...]

Design Strategies for Maximizing Total Data Quality (Coursera)

Jun 27th 2022
Design Strategies for Maximizing Total Data Quality (Coursera)
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By the end of this third course in the Total Data Quality Specialization, learners will be able to: learn about design tools and techniques for maximizing TDQ across all stages of the TDQ framework during a data collection or a data gathering process; identify aspects of the data generating [...]

Measuring Total Data Quality (Coursera)

Jun 27th 2022
Measuring Total Data Quality (Coursera)
Course Auditing
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By the end of this second course in the Total Data Quality Specialization, learners will be able to: learn various metrics for evaluating Total Data Quality (TDQ) at each stage of the TDQ framework; create a quality concept map that tracks relevant aspects of TDQ from a particular application [...]

Data Science Ethics (FutureLearn)

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Data Science Ethics (FutureLearn)
Course Auditing
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Effort
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Explore the ethics of big data collection and sharing, and consider the importance of data privacy in our society today. Identify the best practices for ethical and responsible data management. This 4-week course will develop your knowledge of data ethics as you explore the questions around the ethics of [...]