Build Your Data Literacy
Offered By: Salesforce via Trailhead
Course Description
Overview
Learn to interpret, explore, and communicate effectively with data.
- Understand the importance of data literacy and how to work effectively with data.
- Learn how to recognize good data and restructure data when needed.
- Learn how different variable types impact fields of data.
- Learn to explore large trends in data and see the details behind those trends.
- Learn about data distributions and how to graphically represent them.
- Explore variations to make informed comparisons between datasets.
- Learn the concepts of correlation and regression to better analyze data.
Syllabus
- Data Literacy Basics
- Understand Data Literacy
- Explore Data by Asking Good Questions
- Learn Data Fundamentals
- Well-Structured Data
- Identify Data Characteristics
- Learn How Data Is Organized
- Restructure Data
- Variables and Field Types
- Discover Variables and Field Types
- View Variables in Visualizations
- Aggregation and Granularity
- Explore Aggregation
- Explore Granularity
- Data Distributions
- Learn How to Show Distributions of Discrete Variables
- Use Histograms to Show Distributions of Continuous Variables
- Use Box Plots to Show Distributions of Continuous Variables
- Variation for Data Comparisons
- Measure Variance
- Estimate Probability
- Make Inferences
- Correlation and Regression
- Examine Correlation in Data
- Discover Relationships Using Linear Regression
Tags
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