Asmirai CTO Kazuki Tokuishi delivered an "Intuitive Data Science" lecture at DX Academy "Fuwafuwa," welcoming participants ranging from high school teachers to local engineers.
On December 10, 2025, at XOSS POINT. — the startup hub in front of Kumamoto Station — we held "Intuitive Data Science," an introductory data science workshop. We were joined by high school teachers, engineers, and members of the local community, and we are sincerely grateful for everyone's participation.
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| Workshop in session |
Event Details
- Date: Wednesday, December 10, 2025, 19:00–21:00
- Venue: XOSS POINT.
- Organizer: Vizers Inc., Asmirai LLC
- Supported by: XOSS POINT. startup hub
- Goal: Give local participants hands-on experience with data science fundamentals, sparking opportunities to apply data in their daily work and education
This session was held as part of the XOSS POINT. support program (FY R7 second half) initiative.
Workshop Content
Topics Covered
- Seeing Data: Visualization-first analysis experience
- Demonstrating how plants, images, and text can be visualized with computers
- Learning from Data: Introduction to machine learning (prediction & clustering)
- Introducing fundamental tasks such as regression and classification
- Applying Data: Real-world use cases
- Showcasing applications such as object detection and spam classification
Hands-On Format with Slides and Live Code
Alongside slide explanations, participants ran actual code themselves, making data science tangible and intuitive.
- Data visualization
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| Iris dataset visualization |
- Machine learning / Supervised learning
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| Plant species classification using k-Nearest Neighbors |
- Object detection
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| Object detection with YOLOv8 |
- Sentiment analysis & spam detection
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| Sentiment Analysis | Spam Detection |
Upcoming Schedule
- Session 3: Tuesday, January 13, 2026, 19:00–21:00
- Instructor: Tomoki Takate, CEO of REIMEI LLC
- Topic: "The Art of Engineering in the AI Age" — modern engineering with generative AI, with live demos
- Register at connpass
- Session 4: Friday, February 13, 2026, 19:00–21:00 (instructor TBA)
- Session 5: Wednesday, March 4, 2026, 19:00–21:00 (instructor TBA)
Contact Us
For inquiries about sessions or future events, please reach out via the contact page.
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Related Tags
Announcement / DX Academy / XOSS POINT. / Study Session / Data Science