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Learn to Build Data Dashboards with AI
Most dashboards start with charts. The good ones start with a decision.
In this track you'll pick a real question you personally want answered, then build a dashboard that answers it. You'll define your audience, your metrics, and what a useful outcome looks like before you visualize anything.
Then you'll do the unglamorous work that makes everything after it trustworthy: collecting a personal dataset, stripping out sensitive information, resolving missing values and duplicates, and standardizing dates, categories, and formatting so your analysis rests on something solid.
With clean data in hand, you'll use AI to explore patterns, trends, and outliers, and you'll learn to verify every conclusion it hands you. Check the math, question the assumptions, weigh the sample size, and recognize the claims your data does not actually support.
From there you'll build. A first working dashboard in Claude, then the chart choices and visual hierarchy that turn numbers into a story someone can read at a glance. You'll use your own dashboard to make a real decision, watch another person use it, and turn their confusion into a spec for a polished custom version designed with Claude Design and built with Claude Code or Codex.
You'll finish by making the dashboard reusable for any business profile, adding a CSV refresh workflow that lets you review what changed before it goes live, and adding user accounts so each person's saved work stays their own. Then you'll stress test it across calculations, accessibility, mobile layouts, and error states before publishing it to a live web address.
Turn your data into decisions with this Track!
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21 minWorkshop
Plan a Data Dashboard Around a Real Question - Data Dashboard Day 15
Learn what a data dashboard is and why the best dashboards begin with a decision, not a collection of charts. Choose a personal question, define the audience and metrics, and write a project spec that gives your dashboard a clear purpose.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
22 minWorkshop
Collect and Clean Data for Your Dashboard - Data Dashboard Day 16
Turn a personal dataset into a reliable foundation for analysis. Learn how to collect data responsibly, remove sensitive information, and prepare values, categories, dates, and missing data for consistent use.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
29 minWorkshop
Analyze Data with AI and Verify the Results - Data Dashboard Day 17
Use AI to explore patterns in your dataset while keeping yourself responsible for the conclusions. Learn how to ask useful analysis questions, review calculations and assumptions, and separate supported insights from overconfident claims.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
26 minWorkshop
Build Your First Personal Dashboard in Claude - Data Dashboard Day 18
Turn your prepared dataset and verified insights into a first dashboard in Claude. Learn how to translate data into useful metrics, readable charts, and actions a person can take.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
20 minWorkshop
Choose Dashboard Charts That Tell a Data Story - Data Dashboard Day 19
Make your dashboard easier to understand by matching each question to the right chart. Then organize metrics, comparisons, and explanations into a story that helps viewers see what matters and what to do next.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
16 minWorkshop
Use Your Dashboard to Make a Decision - Data Dashboard Day 20
Put your dashboard to work by using it to answer the original question and make a real decision. Learn how to notice what is missing, what is confusing, and what should change in the next version.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
8 minWorkshop
Test Your Dashboard with a Real User - Data Dashboard Day 21
Find usability problems by watching another person use your dashboard. Decide first whether your data is safe to share, then turn their questions and points of confusion into requirements for a more polished custom dashboard.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
22 minWorkshop
Design a Professional Dashboard Layout - Data Dashboard Day 22
Move from a working prototype to a polished dashboard design. Use Claude Design to explore layout and visual direction, then prepare a precise handoff for implementation in Claude Code or Codex.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
24 minWorkshop
Build a Custom Dashboard with AI - Data Dashboard Day 23
Build the custom dashboard from your design and project spec using Claude Code or Codex. Then make it reusable, so the same dataset can be interpreted through different business profiles instead of answering only one company’s question.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
16 minWorkshop
Import New Data and Review Changes Before Going Live - Data Dashboard Day 24
Keep your dashboard current without breaking it. Add an import workflow that prepares a new dataset as a separate version, compare it against the active one, and only switch once you understand exactly what changed.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
23 minWorkshop
Add User Authentication with Clerk - Data Dashboard Day 25
Give each person their own space inside your dashboard. Add authentication with Clerk, keep the public demo available, and enforce ownership rules so one account cannot reach another account’s saved work.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
18 minWorkshop
Break and Stress-Test Your Dashboard - Data Dashboard Day 26
Look for problems before sharing your dashboard by intentionally testing edge cases and imperfect conditions. Verify calculations independently, then check accessibility, mobile layouts, and error states so the experience remains trustworthy.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
12 minWorkshop
Publish and Use Your Dashboard Safely - Data Dashboard Day 27
Put your dashboard on a live web address. Push the project to a private repository without committing secrets, separate development from production data, then open the deployed version and confirm sign-in and saved work behave correctly.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
10 minWorkshop
Reflect on Your AI-Native Data Dashboard Journey - Data Dashboard Day 28
Look back on the complete journey from personal question and dataset to dashboard, decision, and sharing. Reflect on what you learned about data, design, AI-assisted building, and responsible decisions, then choose how to apply those lessons moving forward as an AI-native data builder.
This is part of the AI Bootcamp. Click here to learn more. (/ai-bootcamp)Viewed -
2 minInstruction
Congratulations — You've Completed the AI Bootcamp
You've completed the AI Bootcamp. Look back at what you built from a blank page, and at the AI-native habits you'll carry into every project after this one. Then find out where to go next: the two remaining build tracks, why the second one goes faster than the first, and the one small thing to build this week....(continue reading)
Viewed -
60 minExam
AI Bootcamp - Data Dashboard Track Final Exam
Put your AI Data Dashboard building skills to the test. This final exam includes a mix of question types to assess what you've learned. Pass to earn your certificate.
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Track Completion
This track includes:
- Plan a Data Dashboard Around a Real Question - Data Dashboard Day 15 21 min
- Collect and Clean Data for Your Dashboard - Data Dashboard Day 16 22 min
- Analyze Data with AI and Verify the Results - Data Dashboard Day 17 29 min
- Build Your First Personal Dashboard in Claude - Data Dashboard Day 18 26 min
- Choose Dashboard Charts That Tell a Data Story - Data Dashboard Day 19 20 min
- Use Your Dashboard to Make a Decision - Data Dashboard Day 20 16 min
- Test Your Dashboard with a Real User - Data Dashboard Day 21 8 min
- Design a Professional Dashboard Layout - Data Dashboard Day 22 22 min
- Build a Custom Dashboard with AI - Data Dashboard Day 23 24 min
- Import New Data and Review Changes Before Going Live - Data Dashboard Day 24 16 min
- Add User Authentication with Clerk - Data Dashboard Day 25 23 min
- Break and Stress-Test Your Dashboard - Data Dashboard Day 26 18 min
- Publish and Use Your Dashboard Safely - Data Dashboard Day 27 12 min
- Reflect on Your AI-Native Data Dashboard Journey - Data Dashboard Day 28 10 min
- Congratulations — You've Completed the AI Bootcamp 2 min
- AI Bootcamp - Data Dashboard Track Final Exam 60 min