From the course: Data Management Essential Training
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Introduction to data collection
From the course: Data Management Essential Training
Introduction to data collection
- [Instructor] All right, folks, we've covered off the basics of what data management is and introduced the concept of the data management lifecycle. The next few chapters of this course, we'll dive into each of these lifecycle stages and start to build out the full picture. The first stage, and the one we'll be discussing now, is data collection. Data collection is exactly what it sounds like, collecting data to use in the rest of our data management lifecycle. In today's world, data can come from many different sources and in many different formats. And for us to be successful in our aim of providing business leaders with the ability to make solid, data-based decisions, we need to ensure we collect all the data we need at this stage. In the next video, we'll talk about some of the sources we might consider when we go about collecting all this data. Then we'll take a look at what this might look like in the wild. We'll then move on to talking about how we might collect this data in…
Contents
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Introduction to data collection2m 17s
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Types of data sources4m 4s
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Practical examples of data sources4m 6s
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Data collection methods2m 2s
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Efficient data management with data sampling1m 51s
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Data validation: Ensuring accurate data3m 10s
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Data acquisition best practices2m 33s
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Challenges in data collection2m 14s
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Ethics with data collection2m 18s
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