Real ChatGPT answer · index seedolIZ7GRDJT0completeEducation · online coursesinformational

I need to see a detailed breakdown of the edX microcontroller programming syllabus before I register because I want to know if we actually build physical circuits at home

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to see a detailed breakdown of the edX microcontroller programming syllabus before I register because I want to know if we actually build physical circuits at home
2 real searches · 1 real-search pass
edX microcontroller programming course syllabus physical circuits at home labs hardware kitGoogle ↗
OBSERVEDInstruction
site:edx.org microcontroller programming syllabus Arduino circuits hands-on courseGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
edX microcontroller programming course syllabus physical circuits at home labs hardware kit Google ↗
site:edx.org microcontroller programming syllabus Arduino circuits hands-on course Google ↗
  1. UTAustinX: Embedded Systems - Shape The World: Microcontroller Input/Output · edx.org
  2. Syllabus · edx-org-utaustinx.s3.amazonaws.com
  3. Syllabus · users.ece.utexas.edu
  4. Frequently Asked Questions · edx-org-utaustinx.s3.amazonaws.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
edX microcontroller programming course syllabus physical circuits at home labs hardware kit
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
site:edx.org microcontroller programming syllabus Arduino circuits hands-on course
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1