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Data Analytics Professional Certificate
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Course 1
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Module 4
Syllabus
Courses
Course Syllabus
Data Analytics Foundations
Module 1: Data and the data analyst role
Introduction
What is data analytics?
What is data?
The data analytics role in context
Large language models for data analytics
Graded Quiz
Graded Lab
Resources
Module 2: Using spreadsheets for data analytics
Introduction
How spreadsheets organize data
Spreadsheet fundamentals
Data Exploration with LLMs
Time series data
Graded Quiz
Graded Lab
Module 2 Resources
Module 3: Data visualization in spreadsheets
Introduction
Data storytelling
Creating charts
Best practices in data visualization
Data visualization with LLMs
Graded Quiz
Graded Lab
Module 3 Resources
Module 4: The data analytics lifecycle
Introduction
The data analytics lifecycle
Working with stakeholders
Gathering stakeholder requirements
Video
・
4m
Synthesizing stakeholder input
Video
・
5m
Understanding the Rumsfeld Matrix
Reading
・
10m
Checking in with stakeholders
Video
・
4m
Domain knowledge
Video
・
1m
Domain knowledge examples
Reading
・
15m
Lesson 2 quiz
Practice Quiz
・
10m
Practice Lab: Spotify case study
Reading
・
30m
Spotify case study quiz
Practice Quiz
・
10m
LLMs for stakeholder analysis
Graded Quiz
Graded Lab
Module 4 Resources
Capstone Project
Course wrap up
Acknowledgments
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