Artificial Intelligence & Machine Learning Honors
UC A-G approved Artificial Intelligence & Machine Learning Honors course delivered fully online through immersive VR and AI-enhanced instruction.
Section GUC A‑G Requirement
College-Preparatory Elective — 1 year required
Must be chosen from additional courses in categories A–F (beyond the minimum requirements) OR from other UC-approved college-preparatory electives, including computer science, business, statistics, and interdisciplinary STEM courses.
UC Honors Designation
AP and IB electives earn 1 extra weighted GPA point. Some G electives (Statistics, Computer Science) satisfy UC quantitative reasoning requirements.
Why This Matters for College Admission
G electives are where students develop depth and signal academic passion. AI, cybersecurity, data science, and entrepreneurship courses are highly competitive differentiators for tech-oriented admissions profiles.
What You'll Learn
Develop computational thinking skills: decomposition, abstraction, and algorithms
Write, debug, and document code in industry-relevant programming languages
Understand data structures, sorting algorithms, and complexity analysis
Apply mathematics (discrete math, statistics, or calculus) to computing problems
Build working software projects with version control and collaborative workflows
Explore career pathways in software engineering, data science, and AI/ML
Course Structure
Foundations & Context
- Core vocabulary and concepts
- Skill baseline assessment
Core Content
- Primary content delivery
- Applied practice activities
Application & Synthesis
- Real-world application
- Final project or exam prep
Curated syllabus · 6 units · 60 videos
Artificial Intelligence & Machine Learning Honors: study order
Six fast-paced units covering classical ML through neural networks, tracking the canonical Andrew Ng + 3Blue1Brown + StatQuest sequence.
Overview
Khan Academy
Khan Academy India - English
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Specialist
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Stanford Online
Free-Response / Exam
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Overview
Khan Academy
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Specialist
Stanford Online
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Free-Response / Exam
The Organic Chemistry Tutor
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Curated for Artificial Intelligence & Machine Learning Honors. Videos open in YouTube's privacy-enhanced (nocookie) embed; cookies are blocked until you click.
Prerequisites & Requirements
Open to qualifying students in grades 9, 10, 11, 12; no prerequisites required
All students complete a placement conversation with our admissions team before enrollment is confirmed. Questions? Contact admissions.