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Certification Proof

Data Analystics Certificate glossary

Understand the Data Ecosystem

Transform Data into Insights

Embrace your Data Analyst Skills

Analystical Thinking for Effective Outcomes

The Wonderful World of Data

Outline the Data Analysis Process

Data Analysis Toolbox

Master Spreadsheet Basic

Get Started with SQL and Data Visualization

Get Started with SQL and Data Visualization

Data Analyst Job Opportunities

The Importance of Fair Business Decisions

Certification Proof

Ask Effective Questions

Take Action with Data

Solve Problems with Data

Craft Effective Questions

Understand the Power of Decisions

Follow the Evidences

Connect the Data Dots

Work with Spreadsheets

Formulas in Spreadsheets

Functions in Spreadsheets

Save Time with Structured Thinking

Balance Team and Stakeholder Needs

Clear Communication is Key

Amazing Teamwork

Data Exploration

Differentiate Data Formats and Structures

Explore Data Types, Fields, and Values

Glossary & Challenge

Unbiased and objective data

Data Ethic and Privacy

Understand Open Data

Glossary & Challenge

Work with Databases

The Transport and Application Layers

Intro to Network

The Network Layer

User and Permissions

Package and Software Management

Process Management

GeneralJuly 27, 2026

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© 2026 Bruce Lyu. All rights reserved.Co-authored with Gemini AI