Applied AICollège Unica
4.5Leadership & EntrepreneurshipSession 4 · Applied AI Systems & MLOps

Develop your leadership skills

10classes30htotalTH1 · PR1 · PNW1weighting per class

Class-by-class breakdown

10 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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First 2 classes free with a referral 9 more with enrollment180 min per classTheory 60mPractical 60mPersonal Work 60m
1

Leading in the Age of AI Agents — Leadership Meets Autonomy

FreeTH1PR1PNW1

A Project Manager who leads a team that ships autonomous agents leads differently — oversight of non-human teammates is now a core leadership behaviour.

Theory60m
  • How GenAI and agents change what leadership asks of you
  • Leading humans who build vs leading the agents they ship
  • Traits of leaders people trust with autonomous systems
Practical60m
  • Recall a leader you admired and list 3 behaviours that would matter for an AI team
  • Identify one leadership behaviour you already show
Personal Work60m
  • Write a one-page note on the leader you want to become in an AI-augmented team
  • Micro-task: submit your note
2

Self-Awareness — Knowing Your Stance on AI Risk

LockedTH1PR1PNW1

Locked class preview

A Sales and Marketing Manager who knows their own comfort with AI risk decides where to push the tech and where to hold back — self-awareness prevents over-trust

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

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3

Communication — Explaining Agents to Non-Technical Stakeholders

LockedTH1PR1PNW1

Locked class preview

An AI Integration Manager who explains what an agent can and can't do in plain words prevents half the project failures before they start

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

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4

Delegation — Humans, Agents and Knowing What to Hand Off

LockedTH1PR1PNW1

Locked class preview

A Project Manager who can't decide what to delegate to an agent vs a human becomes the bottleneck — delegation now spans people and AI

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

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5

Motivation — Leading a Team That Ships AI

LockedTH1PR1PNW1

Locked class preview

A Digital Marketing Strategist who understands motivation builds a team that ships bold AI work without burning out on model anxiety

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

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6

Feedback — Improving Both People and Agents

LockedTH1PR1PNW1

Locked class preview

A Data/Business Analyst who gives clear feedback helps teammates grow — and learns to interpret AI evals as feedback on the agent itself

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

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7

Conflict Resolution — When the Team Disagrees About AI

LockedTH1PR1PNW1

Locked class preview

An E-commerce Director who resolves conflict over whether to trust an agent keeps projects moving — AI trust disputes quietly derail teams

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

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8

Human-in-the-Loop — Designing Oversight for Autonomous Agents

LockedTH1PR1PNW1

Locked class preview

A Project Manager leading an agent that can send emails or spend money designs human-in-the-loop checkpoints — oversight is leadership for autonomous systems

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

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9

Decision-Making Under AI Uncertainty

LockedTH1PR1PNW1

Locked class preview

A Sales and Marketing Manager who decides with incomplete AI info keeps the team moving — waiting for a perfect model means missing the moment

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

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10

Present and Reflect — Your AI Leadership Plan

LockedTH1PR1PNW1

Locked class preview

A future AI Integration Manager who articulates a personal AI-leadership plan grows on purpose, not by accident — this class closes the loop

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

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3.1 · Data collection and storage

Next course

4.6 · Entrepreneurship and innovation

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