Applied AICollège Unica
5.5CapstoneSession 5 · Capstone Studio & Industry Deployment

Supervised project/internship

50classes150htotalTH1 · PR9 · PNW9weighting per class

Class-by-class breakdown

50 classes

TH = theory · PR = practical · PNW = personal work. These are ministry weighting codes (not hours) used to split each class's minutes. Class length = course hours ÷ class count; the three time-boxes below always sum to that length.

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Quiz progress

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First 2 classes free with a referral 49 more with enrollment180 min per classTheory 9mPractical 86mPersonal Work 85m
1

Kickoff — Choosing Your Agentic-AI Business Problem

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An AI Integration Manager who scopes a real, tractable business problem for an agent from day one ships on time — kickoff is where the capstone lives or dies.

Theory9m
  • The capstone arc: 50 classes, one working agentic-AI solution, a final defense
  • What a tractable agentic-AI problem looks like (real business pain, data/tools available, LLM-suitable)
  • How each milestone maps to a real job role (PM, Data Analyst, Strategist)
Practical86m
  • Draft 2 agent-worthy business problem statements and pick one with your mentor
  • Write a one-sentence goal and 2 success metrics for the chosen problem
Personal Work85m
  • Write a one-page project brief: problem, goal, data/tools, target role
  • Micro-task: submit the brief
2

Scoping — Defining Done and the Agent's First Milestone

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Locked class preview

A Project Manager who defines 'done' before starting avoids scope creep — the capstone scope doc is your guardrail for the next 48 classes

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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3

Stakeholder and Audience — Who Is This Agent For?

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Locked class preview

A Digital Marketing Strategist who designs an agent for a real audience builds a solution people use — knowing the user shapes every later decision

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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4

Data and Tools Sourcing — What the Agent Can Call

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Locked class preview

A Data/Business Analyst who secures the right data and tools early avoids a mid-project stall — sourcing is the first make-or-break milestone for an agent

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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5

Environment Setup — Your Agentic-AI Workspace

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Locked class preview

An AI Integration Manager who sets up a reproducible environment from day one avoids 'works on my machine' at the final defense — tooling is a milestone

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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6

LLM and API Setup — Your First Agent Call

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Locked class preview

A Data/Business Analyst who makes one successful LLM API call with keys safely stored proves the foundation works before building on it

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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7

Knowledge Base Sprint — Preparing Data for RAG

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Locked class preview

A Data/Business Analyst who prepares the knowledge base early avoids a mid-project stall — chunking and cleaning the agent's source data is the first real build step

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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8

Tool Design Sprint — Defining What the Agent Can Do

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Locked class preview

An AI Integration Manager who designs the agent's tools before building them ships a coherent agent — tool design is where the agent's capabilities are decided

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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9

Baseline Agent Sprint — The Simplest Agent That Works

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Locked class preview

A Data/Business Analyst who builds a baseline agent first knows what 'good' even means — the baseline is the yardstick every later improvement must beat

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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10

Tool-Calling Sprint — Wiring the Agent's First Tool

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Locked class preview

A Data/Business Analyst who wires one tool to the LLM learns the real agent loop — model decides, tool runs, result returns — that's the core of autonomy

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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11

Multi-Tool Sprint — Composing the Agent's Capabilities

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An AI Integration Manager who gives the agent multiple tools and lets it choose builds real autonomy — composition is where the agent becomes useful

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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12

RAG Sprint — Grounding the Agent in Your Data

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A Data/Business Analyst who adds RAG grounds the agent's answers in real data instead of guesses — RAG is what makes the agent trustworthy

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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13

Memory and Orchestration Sprint — Composing the Full Agent

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Locked class preview

A Project Manager who combines tools, RAG, and memory into one orchestrated agent gets a teammate that researches, remembers, and acts — orchestration is the real skill

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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14

Evaluation Sprint — Scoring the Agent Honestly

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Locked class preview

A Data/Business Analyst who reports honest agent evals and known failure modes builds trust — overclaiming at the defense is the fastest way to lose it

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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15

Mid-Point Review — Is the Agent on Track?

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A Project Manager who reviews at the midpoint catches a drifting project before it's too late — the mid-point review is the project's safety net

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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16

Wrapping the Agent — From Notebook to Code

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Locked class preview

An AI Integration Manager who turns a notebook into clean, importable code is ready to ship — wrapping is the bridge from research to product

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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17

Agent API Sprint — Serving the Agent Over HTTP

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Locked class preview

An AI Integration Manager who wraps the agent in an API makes it usable by the rest of a product — the agent endpoint is the delivery milestone

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
18

UI Sprint — A Simple Frontend for the Agent

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Locked class preview

A Digital Marketing Strategist who shows a working chat UI proves the solution is real — a simple interface turns an agent into a demo a stakeholder can use

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
19

Guardrails Sprint — Stopping the Bad Outputs

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Locked class preview

An AI Integration Manager who ships guardrails ships an agent safe enough for real users — guardrails are the brakes that make the agent trustworthy

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
20

Testing Sprint — Trusting Your Agent

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Locked class preview

A Data/Business Analyst who tests the agent catches the embarrassing bugs before the defense — tests are the difference between a demo and a product

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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21

Containerization Sprint — Packaging for Anywhere

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Locked class preview

An AI Integration Manager who containerizes the agent runs it anywhere — the container is what makes the demo reproducible at the defense

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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22

Observability Sprint — Logging Traces and Metrics

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Locked class preview

A Data/Business Analyst who logs every agent trace can debug a bad answer in minutes — observability is the agent's eyes in production

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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23

Cost and Security Sprint — Safe and Affordable

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Locked class preview

A Sales and Marketing Manager whose agent leaks PII or blows the budget kills the feature — cost and security hardening keep the agent shippable

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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24

Business Impact Sprint — Connecting the Agent to ROI

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A Sales and Marketing Manager who ties the agent to business impact defends it in the boardroom — ROI is how an agent becomes a decision

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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25

Responsible-AI Review — Bias, Hallucination and Limits

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Locked class preview

An AI Integration Manager who audits the agent for bias and hallucination ships responsible AI — the ethics review keeps the project defensible

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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26

Documentation Sprint — The Agent Project Report

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Locked class preview

A Data/Business Analyst who documents the agent makes it usable by anyone — the report is the artifact that outlives the demo

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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27

Portfolio Sprint — Turning the Agent Into a Case Study

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Locked class preview

A Digital Marketing Strategist who turns the capstone into a portfolio case study lands the interview — the portfolio is how the project gets you hired

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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28

Resume Sprint — Translating the Agent Into Bullets

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Locked class preview

A Sales and Marketing Manager who translates the capstone into resume bullets proves the skills in the language recruiters scan for — resume = marketing

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
29

Demo Prep Sprint — Structuring the Live Agent Demo

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Locked class preview

A Project Manager who structures the demo before the defense controls the narrative — a clear demo structure turns nerves into confidence

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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30

Mock Interview 1 — Walking Through the Agent

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Locked class preview

An AI Integration Manager who can walk a stranger through the agent in 5 minutes passes the first real interview — mock interviews build that skill

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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31

Mock Interview 2 — Technical and Agent Questions

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Locked class preview

A Data/Business Analyst who survives technical follow-ups lands the role — the second mock targets the agent, RAG, and tool-calling questions

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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32

Mock Interview 3 — Business and Role Questions

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Locked class preview

A Sales and Marketing Manager who connects the agent to business value passes the final interview — the business mock targets the 'so what?' question

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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33

Defense Rehearsal 1 — Dry Run

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Locked class preview

A Project Manager who rehearses the defense dry-runs the whole flow before the real one — the first rehearsal is where the timing breaks and gets fixed

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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34

Defense Rehearsal 2 — Q&A Under Pressure

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Locked class preview

An AI Integration Manager who rehearses the Q&A survives the hardest questions — the second rehearsal targets the panel's curveballs

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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35

Final Polish — Slides, Demo and Report

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Locked class preview

A Digital Marketing Strategist who polishes the slides, demo and report to match delivers a coherent story — polish is the milestone that makes it land

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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36

Tech Check — The Agent Runs on the Defense Machine

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Locked class preview

A Data/Business Analyst who tech-checks on the defense machine avoids the live demo failure — tech check is the milestone that prevents the worst day

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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37

Final Defense — Presenting the Agent to the Panel

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Locked class preview

An AI Integration Manager who defends the agent to a panel proves the work is real and defensible — the final defense is the capstone's culmination

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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38

Demo Day — Showcasing the Agent to Peers and Mentors

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Locked class preview

A Digital Marketing Strategist who showcases at demo day builds visibility and feedback — demo day is where the agent meets its real audience

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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39

Post-Demo Iteration — Incorporating Feedback

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Locked class preview

A Project Manager who iterates after demo day turns feedback into a stronger final artifact — the post-demo iteration is the difference between done and great

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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40

Final Report Submission — The Complete Artifact

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Locked class preview

A Data/Business Analyst who submits a complete, polished report hands off a professional artifact — the final report is what represents the project after the demo

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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41

Portfolio Launch — Publishing the Agent Case Study

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Locked class preview

A Sales and Marketing Manager who publishes the capstone case study starts the job search with proof — the portfolio launch is the bridge from capstone to career

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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42

Job Role Mapping — Where This Agent Leads You

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Locked class preview

An AI Integration Manager who maps the capstone to real job roles targets the right applications — role mapping turns the project into a job-search strategy

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

Talk to admissions
43

Networking Sprint — Reaching Out With the Agent as Proof

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Locked class preview

A Digital Marketing Strategist who networks with the capstone as proof gets referrals others don't — networking is how most real roles are landed

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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44

Continuous Learning Plan — After the Capstone

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Locked class preview

A Data/Business Analyst who plans continuous learning stays employable in a fast-moving field — the learning plan is the capstone's real legacy

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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45

Peer Review — Giving and Receiving Feedback

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Locked class preview

A Project Manager who gives and receives peer feedback grows faster than alone — the peer review milestone sharpens both the project and the professional

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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46

Final Reflection — Your Agentic-AI Journey

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Locked class preview

An AI Integration Manager who reflects on the whole program sees how far they've come — the final reflection closes the capstone and the A

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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47

Graduation Showcase — Presenting to the Cohort

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A Digital Marketing Strategist who presents at the graduation showcase celebrates the work and inspires the next cohort — the showcase is the capstone's curtain call

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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48

Handoff — Leaving the Agent Ready for the Next Person

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A Data/Business Analyst who hands off a clean, documented agent leaves a professional legacy — the handoff is the final mark of a real practitioner

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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49

Career Launch — Your First Applied AI Role

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Locked class preview

A Sales and Marketing Manager who launches the job search with capstone, portfolio and resume ready starts the career this whole program built toward — this is the finish line

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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50

Program Closeout — The 530 Classes in Review

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Locked class preview

An AI Integration Manager who reviews the whole program sees the complete arc — the closeout milestone honors the 530 classes that built a practitioner

Enroll to unlock every class in this course — the full agenda, the AI tutor, and the quiz.

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