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[Vibe Coding] No Coding Knowledge Needed! Build Automated Data Analysis with AI

This is a practical “vibe coding” course in which you collect and analyze data and even fully complete a visualization dashboard simply by conversing with AI, instead of using complex programming syntax or entering difficult code. It eliminates the tedious work repeatedly wasted on manual data processing and writing reports and proposals by solving it all with just “one conversation” with AI, while automatically generating analytical reports and presentation-ready PPTs at lightning speed. You will master a complete workflow that can be easily shared with one click.

2 learners are taking this course

Level Beginner

Course period 3 months

AI
AI
AI
AI

What you will gain after the course

  • By fully mastering how vibe coding works and controlling AI tools, you can build your own analytical tools without code, without having to learn complex programming syntax.

  • Seamlessly process and organize complex raw Excel data with just a few words exchanged with AI, and automatically obtain high-quality analysis sheets, pivot reports, and PPT slides.

  • We meticulously crawl and collect public web data from the internet using AI prompts, then create and share dashboards via browser links that are ready for live deployment.

In an era where conversations become productivity, a new level of execution for data professionals

  • A complete hands-on course tailored for non-majors, from installation to deployment


    From installing the Claude Code desktop app to deploying an actual URL, this course is designed step by step so planners and marketers without coding experience can complete it in just 12 sessions,

    Each session can be taken independently, allowing you to choose and learn only the parts you need.


  • Output-focused curriculum for immediate use in data roles


    Create practical deliverables that can be used immediately on the job—such as AI-powered Excel analysis, automated report and PPT generation, web crawling, and dashboards—directly in each session,

    Mastering even how to write prompts that get AI to do tasks using the “3 Elements of ‘Do It for Me’” framework.


  • Provides a complete hands-on experience, from web data collection to dashboard deployment


    Complete the entire process in one flow: collect web data with AI, store it in an online repository, and deploy the dashboard to an actual URL using GitHub + Vercel.

    An experience that transforms analysis results previously available only on my computer into a dashboard accessible to anyone on the team or any customer.


💡In an era where Excel alone is no longer enough, the power of vibe coding is changing data professionals’ 'weapons'

With the emergence of AI coding tools, a new era has begun in which data professionals and business planners with no coding knowledge can automate reports, collect web data, and build dashboards themselves through conversation alone. The ability to complete a report not through 'manual work' but with 'a single conversation'—that is the practical change brought about by vibe coding.

This course provides hands-on skills for performing data analysis and visualization by leveraging AI tools (Claude Code) in data-related roles. You will analyze data through conversations with AI in familiar Excel, automatically generate reports and PPTs, and experience the entire process—from collecting web data to building online repositories and creating dashboards.

Automate repetitive data tasks and complete the practical workflow of deploying your finished dashboard at a real URL to share directly with your team and customers.し、完成したダッシュボードを実際のURLで公開して、チームや顧客にすぐ共有する実務フローを完結できます

Recommended for
these people

Who is this course right for?

  • In-house data practitioners and analysts who accumulate large volumes of raw data in Excel every day but struggle due to a lack of resources for complex data analysis and visualization tasks.

  • Business planning, sales planning, and management support teams that had to request data from the data team and wait indefinitely whenever they urgently needed key decision-making reports or performance dashboards.

  • All non-developer professionals who wanted to actively leverage artificial intelligence in real-world work processes and achieve results but ran into high technical barriers such as Python and databases

Need to know before starting?

  • No, you can take the course even without any prior knowledge.

  • It’s explained simply enough for anyone to follow the entire process with AI—from installation to actual deployment—in one stop.

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