Course Roadmap

Data Analytics & Visualization

Learn how to clean, understand, and present data so teams can make better decisions.

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10 weeks Beginner to job-ready foundations Certificate on completion
Data Analytics & Visualization
LearnGuided weekly roadmap
PracticeProject-based tasks
ShowcasePortfolio outcome

Overview

This course helps learners move from raw data to useful insight. You will use spreadsheets, SQL, dashboards, and storytelling techniques to analyze business, education, and operational data in a clear professional way.

Learning Roadmap

  1. Data literacy: data types, quality issues, business questions, metrics, and analysis planning.
  2. Excel analytics: cleaning, formulas, pivot tables, charts, lookups, and practical reporting workflows.
  3. SQL foundations: selecting, filtering, joining, grouping, and summarizing data from relational tables.
  4. Visualization: dashboard layout, chart selection, color discipline, and presenting trends clearly.
  5. Capstone analysis: clean a dataset, analyze patterns, design a dashboard, and present recommendations.

What You Can Do After Learning

  • Convert messy data into organized tables and useful reports.
  • Use SQL to answer practical questions from stored data.
  • Create dashboards that managers, schools, and business teams can understand quickly.
  • Explain data findings with confidence and recommend action from evidence.