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College AI Track

From Campus to Innovation

AI-assisted research, coding copilots, agents, startup thinking, industry projects, and capstone work.

Intermediate12 modules12 weeksCollege students in any major

Curriculum Modules

12 modules covering everything from fundamentals to advanced topics.

01

Module 01: AI in 2026 — Landscape, Opportunities & Leveraging AI in College

5 min845 words
02

Module 02: AI-Assisted Research — Literature Review, Synthesis, Citation Management & Academic Integrity

5 min867 words
03

Module 03: Writing with AI — Essays, Reports & Presentations with Academic Integrity

4 min607 words
04

Module 04: Coding with AI — GitHub Copilot, Cursor, Claude & Critical Acceptance

15 min2,906 words
05

Module 05: Data Analysis for Any Major — Python, pandas, Visualization & AI-Assisted Analytics

4 min715 words
06

Module 06: Introduction to AI Agents — Concepts, Architectures & Simple Agents with Tools

4 min671 words
07

Module 07: Workflow Automation — Academic Life, Research Pipelines & Low-Code Systems

4 min729 words
08

Module 08: Memory & Context — Windows, RAG & Personal Knowledge Bases

11 min2,171 words
09

Module 09: Evaluating AI Outputs — Frameworks, RAGAS, Human Evaluation & Research Practice

11 min2,006 words
10

Module 10: Startup Thinking with AI — Problems, MVPs, Business Model Canvas & Lean Methodology

4 min710 words
11

Module 11: Industry-Level Projects — Collaboration, Documentation, Agile Workflows & Handoff

4 min605 words
12

Module 12: Capstone Guide — From Campus Problem to Evaluated AI Solution

10 min1,999 words

Capstone Project

Put everything together in a comprehensive final project that demonstrates your mastery. Includes real-world problem solving, documentation, and portfolio-ready deliverables.

View Capstone Details