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Using Python Altair for Data Storytelling - AI-Powered Course
Intermediate
17h
Using Python Altair for Data Storytelling
Gain insights into using Python Altair for data storytelling. Learn about the DIKW pyramid and craft interactive visualizations to effectively convey complex ideas and narratives through data.
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Overview
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Altair, a versatile Python library, empowers you to craft visually compelling and interactive data visualizations. Acquiring proficiency in Altair unlocks new avenues for effectively conveying insights and narratives through data.
The course begins by introducing the concept of data storytelling and the DIKW pyramid. Then, you’ll learn why Altair is a valuable tool for developers interested in data storytelling and how it can enhance their ability to effectively communicate complex ideas. Next, the course takes a sequential approach to cover the DIKW model for data storytelling, which provides a structured framework for organizing and presenting data narratives. Finally, you’ll implement two practical use cases.
After taking this course, you’ll have acquired the skills and knowledge to build compelling data stories that combine Altair and the DIKW pyramid. You will be able to create engaging and impactful visualizations that effectively convey insights and build narratives from data.
Altair, a versatile Python library, empowers you to craft visually compelling and interactive data visualizations. Acquiring pro...Show More
WHAT YOU'LL LEARN
An understanding of Python Altair and its application to data storytelling
The ability to build compelling data stories by combining Altair and the DIKW pyramid
Familiarity with core components of Altair, including basic charts, channels, marks, layering, and annotations
An understanding of Python Altair and its application to data storytelling
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TAKEAWAY SKILLS
Data Storytelling
Data Visualization
Python
Content
70 Lessons6 Quizzes2 Assessments
1.
What is Data Storytelling?
5 Lessons
Learn how to use Python's Altair for compelling data storytelling, engaging audiences and driving action.
2.
Using Altair for Data Storytelling
8 Lessons
Get started with using Altair's declarative library for creating effective data visualizations.
3.
The DIKW Pyramid
6 Lessons
Master the steps to transform raw data into wisdom through analysis, context, and actionable insights.
4.
Introducing the Concept of Data
9 Lessons
Grasp the fundamentals of data varities, handling, and visualization to enhance storytelling.
5.
Getting Familiar with Unknown Data
11 Lessons
Take a look at various data visualizations like bar, line, area, scatter, and more.
6.
Introducing the Concept of Information
9 Lessons
Investigate the process of transforming data into actionable insights through visualization.
7.
Data Modeling
2 Lessons
Master data modeling with regression and kernel density estimation in Python Altair.
8.
Knowledge
12 Lessons
Sharpen your skills in effectively crafting, visualizing, and communicating data stories using Altair.
9.
Wisdom
4 Lessons
Walk through using wisdom, CTAs, compound charts, and web publishing in data storytelling.
10.
Case Studies
2 Lessons
Break apart how to transform data into persuasive calls to action using Altair.
11.
Wrap Up
1 Lessons
Apply your skills to create compelling data narratives using Altair and related technologies.
12.
Appendix
1 Lessons
Solve problems in installing Altair with pip or conda for data visualization.
Certificate of Completion
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