- Level Foundation
- المدة 9 ساعات hours
- الطبع بواسطة University of California, Irvine
-
Offered by
عن
This course will cover the more complex concepts that become involved when working beyond simple datasets. Exploring the connection between visual aspects and data understanding, we will examine how those concepts work together through data storytelling. After reviewing key points on how to avoid problematic visualizations and data misrepresentation, you will continue working in Tableau performing multivariate descriptive analysis of the S&P 500 stock sectors.الوحدات
Multivariate Visualization Methods
1
Assignment
- Module 1
1
Discussions
- Activity
2
Videos
- Creating Scatter Plots in Tableau
- Creating Correlations in Tableau
4
Readings
- Multivariate Analytics
- Scaling and Data Transformations
- Comparisons
- Supplemental Resources
Statistical Relationships and Distributions
1
Assignment
- Module 2
1
Discussions
- Interactivity in Visualization
4
Videos
- Human-Centered Design Strategies for Creating Visualizations
- Creating Histograms in Tableau
- Creating Heatmaps in Tableau
- Creating Box Plots in Tableau
3
Readings
- Covariance and Correlation Heatmaps
- Distributions
- Interaction and Action Intents
Storytelling with Data
1
Assignment
- Module 3
1
Discussions
- Why Storytelling Matters
1
Videos
- Drawing Inferences
4
Readings
- Storytelling Overview
- Reasoning
- Supplemental Resources
- Structure
Ethics, Deception, and Fallacies
1
Assignment
- Module 4
1
Peer Review
- Multivariate Analysis of the S&P 500 Stock Sectors
1
Discussions
- Misleading Visualization
4
Readings
- Ethics, Deception, and Fallacies
- Deceptive Charts
- Underlying Data Issues
- Supplemental Resources
Auto Summary
Unlock the power of Data Storytelling with this foundational course in Data Science & AI, offered by Coursera. Led by expert instructors, you'll explore advanced concepts in data visualization and understanding, learning how to avoid misrepresentation. Dive deep into multivariate descriptive analysis using Tableau, focusing on the S&P 500 stock sectors. The course spans 540 minutes and is available through Starter and Professional subscriptions, making it ideal for those looking to enhance their data storytelling skills.

Julie Pai

Majed Al-Ghandour