Certifications

Process Data from Dirty to Clean
Google · Feb 2026
🧹 Data cleaning · 📊 Data quality · 🧮 Spreadsheets · SQL
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Prepare Data for Exploration
Google · Dec 2025
🔍 Data preparation · 📊 Exploratory analysis · Data validation
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Ask Questions to Make Data-Driven Decisions
Google · Nov 2025
📈 Data-driven decision making · 📋 Business analysis · Data presentation
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Foundations: Data, Data, Everywhere
Google · Oct 2025
📊 Data analysis fundamentals · Analytical thinking
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Databases and SQL for Data Science with Python
IBM · Jun 2025
🗄️ SQL · Relational databases · Python data access
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Supervised Machine Learning: Regression and Classification
Stanford University · May 2025
🤖 Supervised learning · Regression · Classification
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Python A-Z™: Python for Data Science With Real Exercises!
Udemy · May 2025
🐍 Python · Data analytics · Data science workflows
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R Programming A-Z™: R for Data Science With Real Exercises!
Udemy · Jun 2025
📊 R · Statistical analysis · Data science
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