Data Analytics and Visualization (Fall 2024)
This certificate program teaches data analytics and visualization with Tableau and AI. Designed for finance professionals, it empowers you to make data-driven decisions and elevate your business skills.
Facilitator
Introduction
Unstructured and Semi-Structured Data
Data Types
Data Structures and Formats
Data Tools
Data Life Cycle
Key Takeaways
A Memo to the CEO
Assignment 1 Submission
Module 2 Glossary
Introduction
What are Analytics?
Big Data
Data Management
Analysis
Key Takeaways
Making Meaning of Visual Data
Assignment 2 Submission
Module 3 Glossary
Introduction
What is Data Visualization?
Before You Begin
Gestalt Principles
Industry Best Practices
Accessibility in Data Visualization
Choosing the Right Chart Type
Data Visualization Tips
Statistics Overview
Key Takeaways and Test Yourself
Module 4 Glossary
Introduction
How AI is Used in Data Analytics
Key Concerns About AI
Key Takeaways and Test Yourself
Module 5 Glossary
A basic understanding of statistical concepts such as mean, median, mode, standard deviation, and hypothesis testing. Prior experience handling datasets and performing basic data manipulation tasks.
A computer (Windows, Mac, or Linux). A stable internet connection to download datasets and access cloud-based visualization tools.
Microsoft Excel or a similar spreadsheet tool capable of performing data analysis functions and creating charts. Visualization software such as Tableau or similar (free or student versions are acceptable for the course). Familiarity with installing software and managing files and folders on a computer.
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