What you would learn in Data Fluency: Exploring and Describing Data course?
Data analysis isn't only for experts who must understand massive data sets. All decision-makers will benefit from a fundamental understanding of the purpose and the concepts behind applying data analytics. This course by Barton Poulson focuses on the basics of data fluency, also known as the ability to use data to gain information and identify the following actions. Barton discusses how analyzing data using graphs and descriptions of the data using statistical analysis can assist you in achieving your goals and making better choices. Instead of focusing on specific tools, he focuses on the general principles that will help you tackle particular problems. Barton discusses preparing and modifying data, examining it visually, and employing statistical techniques to explain the data. He explains in detail interference and probability and talks about data ethics and the need to explain AI.
Course Content:
- Introduction
- 1. Think with Data
- 2. Prepare Data
- 3. Adapt Data
- 4. Explore Data
- 5. Describe Data
- 6. Probability and Inference
- 7. Continuing Your Data Fluency Learning Quest
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