Python
Lessons that develop this skill
Section titled “Lessons that develop this skill”| Lesson | Course | Develops to |
|---|---|---|
| Hands-on: capture a balanced dataset on the board, split it on the PC | Edge AI Developer: From Sensor to On-Device Model | L2 Guided |
| Hands-on: complete the training script and run it in Docker | Edge AI Developer: From Sensor to On-Device Model | L2 Guided |
| Hands-on: a web verdict that matches the PC, and the Cortex-A story | Edge AI Developer: From Sensor to On-Device Model | L2 Guided |
| Hands-on: comparing three targets, MCU, web and PC | Edge AI Developer: From Sensor to On-Device Model | L2 Guided |
Lessons that assess this skill
Section titled “Lessons that assess this skill”No lesson yet
Roles that use this skill
Section titled “Roles that use this skill”| Role | Minimum level | In this role |
|---|---|---|
| Edge AI Engineer | L3 Independent | Required (R) · raised from Rec on the map |
Proficiency levels
Section titled “Proficiency levels”- L1 Aware · Bloom: remember/understand
- L2 Guided · Bloom: apply (scaffolded)
- L3 Independent · Bloom: apply/analyse
- L4 Professional · Bloom: analyse/evaluate
- L5 Design & Lead · Bloom: evaluate/create
For Open Badges 3.0 and CASE alignment
Section titled “For Open Badges 3.0 and CASE alignment”UUID: 2679f378-371e-5404-aa41-100d208b4f8b
{ "type": [ "Alignment" ], "targetName": "Python", "targetUrl": "https://tesaiot.github.io/tesa-qualification-program/skills/lang.python/", "targetCode": "lang.python", "targetFramework": "TESA Embedded Systems Skill Map 0.1.0", "targetType": "CFItem"}Skill map data is licensed CC BY-SA 4.0, adapted from the Embedded Systems Engineering Roadmap by Meysam Parvizi
TESA Open Knowledge · © 2026 สมาคมสมองกลฝังตัวไทย (TESA) · CC BY-NC 4.0
Content is licensed CC BY-NC 4.0. Reuse it non-commercially and credit the Thai Embedded Systems Association (TESA) every time. · How to cite TESA