Applied AICollège Unica
1.3Basic KnowledgeSession 1 · Foundations of AI & Data Science

Introduction to the job function

15classes45htotalTH2 · PR1 · PNW2weighting per class

Class-by-class breakdown

15 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 14 more with enrollment180 min per classTheory 72mPractical 36mPersonal Work 72m
1

The New AI Career Landscape — Where Humans and Agents Work Together

FreeTH2PR1PNW2

A future AI Integration Manager first needs a map of a world where generative AI copilots and autonomous agents sit beside every role — knowing this landscape turns 'I like tech' into a real plan.

Theory72m
  • How generative AI is reshaping AI and data science career tracks
  • Where AI-augmented roles sit inside a company (product, marketing, IT, ops)
  • Hard skills (prompting, API literacy, data) vs uniquely-human skills (judgement, relationships)
Practical36m
  • Map five AI-augmented roles to the departments that hire them
  • Identify which roles most match your interests and which AI skills each demands
Personal Work72m
  • Write a one-paragraph 'where I might fit in an AI-augmented workplace' statement
  • Micro-task: submit your statement
2

A Day in the Life of a Data/Business Analyst in the GenAI Era

LockedTH2PR1PNW2

Locked class preview

Today's Data/Business Analyst uses AI to draft SQL, summarize dashboards and explain anomalies — seeing that real day tells you if you'd enjoy it

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

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3

A Day in the Life of an AI Integration Manager

LockedTH2PR1PNW2

Locked class preview

The AI Integration Manager role exists because companies need someone to connect GenAI and agentic tools to real workflows — understanding it early lets you aim your learning at it

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

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4

A Day in the Life of a Digital Marketing Strategist Using AI

LockedTH2PR1PNW2

Locked class preview

Digital Marketing Strategists now run AI-assisted campaigns end to end — this class shows where creative meets data meets generative AI

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

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5

A Day in the Life of a Project Manager in an AI-Driven Team

LockedTH2PR1PNW2

Locked class preview

Project Managers keep AI projects shipping — and now coordinate teams where humans and AI agents share the work, a transferable skill across every role here

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

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6

The Quebec AI Industry — Sectors, Employers and GenAI Opportunities

LockedTH2PR1PNW2

Locked class preview

An E-commerce Director or Sales and Marketing Manager in Quebec needs to know which sectors are adopting AI fastest — it shapes where you aim

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

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7

Workplace Expectations — Professionalism in an AI-Augmented Job

LockedTH2PR1PNW2

Locked class preview

Every role here rises or falls on reliability — a Project Manager who blindly trusts AI output and misses deadlines loses trust fast

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

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8

Tools of the Trade — The GenAI and Agent Stack You'll Meet

LockedTH2PR1PNW2

Locked class preview

An AI Integration Manager who knows the GenAI tool landscape can evaluate a new model or agent platform in minutes, not weeks

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

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9

Humans + Agents — Working Alongside Autonomous AI

LockedTH2PR1PNW2

Locked class preview

A Digital Marketing Strategist may soon delegate research to an autonomous agent — knowing the human-in-the-loop model prevents over-trust and burnout

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

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10

Responsible AI at Work — Ethics, Bias and Hallucinations

LockedTH2PR1PNW2

Locked class preview

An AI Integration Manager who ships GenAI responsibly avoids costly mistakes — ethics and hallucination-awareness are now core job skills, not extras

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

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11

Building Your Professional Brand — Showcasing AI Skills on LinkedIn

LockedTH2PR1PNW2

Locked class preview

A Sales and Marketing Manager's first impression is often online — a profile that shows real AI skills brings opportunities to you

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

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12

Portfolio Basics — Showing AI Projects That Prove Skill

LockedTH2PR1PNW2

Locked class preview

A Data/Business Analyst lands interviews with proof — a small portfolio of AI-assisted projects beats a perfect resume

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

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13

Setting Learning Goals and Tracking Progress with AI

LockedTH2PR1PNW2

Locked class preview

A Project Manager manages their own learning like a project — and can use AI to plan and track it across a 5-session program

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

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14

Teamwork and Collaboration — Humans, AI and Clients

LockedTH2PR1PNW2

Locked class preview

Every role here is a team sport — an E-commerce Director coordinates marketing, data, dev and AI agents at once

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

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15

Your AI Career Action Plan — A First Roadmap

LockedTH2PR1PNW2

Locked class preview

This ties the course together — a Data/Business Analyst with a written plan makes deliberate choices instead of drifting through a fast-moving AI field

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

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Get the full agenda, AI tutor, and quiz for every class in 1.3 · Introduction to the job function.

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1.4 · Algorithms and programming

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