Is it just prompting chatbots?

No. They build and break small models, label their own data, and see the bias they introduced by accident.

Do they need maths beyond their grade?

No, though the ratio and percentage work gets a real workout.

Is it age-appropriate?

Ten and up. The material about how models fail is exactly what this age should hear first.

AI Summer Camp in Denison, TX

Parents in Denison, TX book summer in February and regret it in July. Denison is one of the cities the Sherman–Denison, TX metro area is officially named after. What separates a week worth repeating is whether the child was ever genuinely stuck and then unstuck.

Ages 10-14 · For families · Texas · South

AI Summer Camp — Ellis Abel Learns STEM summer camp materials used in Denison, TX

What the week actually is

An AI camp for children should spend more time on what the model gets wrong than on what it gets right. Students train small classifiers, watch them fail on data they did not anticipate, and learn where confidence comes from — which is the skill that outlasts any tool.

Day by day

What a model is, in objects not code
Label your own data set
Train it and find where it fails
Fix the data, not the model
Showcase: show the failure you found

Denison, TX — what applies locally

Denison is one of the cities the Sherman–Denison, TX metro area is officially named after.
Metro area: Sherman–Denison, TX
State: Texas · Region: South

Questions we get from Denison, TX

Is it just prompting chatbots?: No. They build and break small models, label their own data, and see the bias they introduced by accident.
Do they need maths beyond their grade?: No, though the ratio and percentage work gets a real workout.
Is it age-appropriate?: Ten and up. The material about how models fail is exactly what this age should hear first.

Other camp themes in Denison

STEM Summer CampAges 5-14 Robotics CampAges 8-14 Coding CampAges 7-14 Engineering CampAges 7-14 Science CampAges 5-14 Math CampAges 5-14 Space CampAges 7-14 Drone CampAges 9-14 Game Design CampAges 8-14 Electronics CampAges 8-14 Chemistry CampAges 9-14 Nature Science CampAges 5-13 3D Printing CampAges 9-14 Minecraft STEM CampAges 7-12 Girls STEM CampAges 7-14 Neurodivergent STEM CampAges 6-14 Preschool STEM CampAges 3-5 Elementary STEM CampAges 5-10 Middle School STEM CampAges 11-14 High School STEM CampAges 14-18 Half-Day STEM CampAges 5-12 Week-Long STEM CampAges 6-14 Affordable STEM CampAges 5-14 Virtual STEM CampAges 7-14 Curriculum LicensingAges K-8 Church Youth STEMAges 5-14 After-School LicensingAges 5-14 District Summer STEMAges K-8 Parks & Rec STEM CampAges 5-13 Homeschool Co-op STEMAges 5-14 YMCA STEM CurriculumAges 5-14 Daycare Summer STEMAges 3-6 Start a STEM CampAges K-8

AI Camp elsewhere in Texas

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