Why Statistics is Not Data Science
Chris Malone | Tisha Hooks
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| What is Statistics? |
| 0: | Statistics is the science of data that focuses on understanding sources of variation, quantifying uncertainty, and confirming / contradicting hypotheses through inference |
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| 1: | Analysis of data within a specific context
Can incorporate iterative process, etc |
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| 2: | "The art and science of learning from data." Understanding real world problems through data. |
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| 3: | The science of collecting, describing, analyzing, and presenting data. Statistics is important for making informed decisions and effective citizenship. |
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| 4: | Collection, Organization, Analysis, and Interpretation of Data |
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| 5: | A great chance to work with Tisha and Chris!
The science of designing studies and analyzing associated data.
The science of asking questions and answering those questions with data.
Extracting information from data.
Data-based decision making.
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| 6: | gathering, exploring, visualizing, analyzing, communicating what the data says, communicating the results, letting the data speak, using data to make informed decisions, |
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Using data with uncertainties to answer questions about the world. |
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| 8: | Statistics is a science that studies variation in the world around us and uses methods and tools to describe data and make decisions. |
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| 9: | creating knowledge from data using models and analysis understanding uncertainty and bias |
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| 11: | The art and science of drawing insight from data accounting for uncertainty. Entire pipeline is considered an aspect of statistics (collection to communication). |
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| 12: | The science of drawing inferences from data |
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| 13: | Collecting, visualizing, and analyzing data to draw inferences about populations in the presence of uncertainty and communicating the results. |
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