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AI Fundamentals 2 conversations
You

Can you explain how an artificial neuron works?...

AI Professor
AI Professor

An artificial neuron simulates how a biological neuron works: 1. Inputs — it receives multiple numeric values 2. Weights — each input has a weight that determ...

You

What is the ReLU activation function?...

AI Professor
AI Professor

ReLU (Rectified Linear Unit) is the most popular activation function: - Formula: f(x) = max(0, x) - If the input is positive → it passes through unchanged - If the input is negative → it turns it into ...

Prompt Engineering Masterclass 2 conversations
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Your performance across 5 assessed courses

79% Overall average
Very good
5
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4 / 5
Passed (≥70%)
22
Quizzes completed
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4 courses ≥70% 1 course 40-69%
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92
Prompt Engineering Masterclass Passed
46 / 50 points 5 quizzes 92%
85
Introduction to AI Engineering Passed
34 / 40 points 4 quizzes 85%
76
AI for Digital Marketing Passed
38 / 50 points 5 quizzes 76%
71
RAG — Retrieval Augmented Generation Passed
21 / 30 points 3 quizzes 71%
58
AI Agents & Automation Not passed
29 / 50 points 5 quizzes 58%
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BUSINESS Beginner

Microsoft 365 Copilot for Office Work: Role-Based Productivity

Turn Word, Excel, Outlook, Teams and PowerPoint into AI assistants — real productivity for your role, not generic tricks.

32 lessons ~24h
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31 lessons ~25h
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30 lessons ~25h
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AI Video Creation and Editing: From Script to Publish

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31 lessons ~26h
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30 lessons ~25h
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30 lessons ~25h
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30 lessons ~25h
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Reinforcement Learning and RLHF: Training and Aligning AI Models

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30 lessons ~25h
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Data Engineering for AI: Pipelines, Vector Stores and Data Quality

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31 lessons ~26h
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LLM Evaluation and Testing: Shipping Reliable AI

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30 lessons ~25h
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Computer Vision with AI: From Detection to Multimodal Understanding

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31 lessons ~25h
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MLOps: The Machine Learning Lifecycle in Production

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30 lessons ~25h
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30 lessons ~25h
BUSINESS Intermediate

AI Data Privacy and EU AI Act Compliance for Professionals

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30 lessons ~25h
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30 lessons ~25h
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The AI Productivity Masterclass for Knowledge Workers

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30 lessons ~25h
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30 lessons ~25h
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30 lessons ~25h
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Chain-of-Thought Prompting — The Complete Guide Mar 18
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AI for Digital Marketing 2
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Free preview Module 1 · Lesson 1

What Microsoft 365 Copilot Is and What It Is NOT: An Honest Introduction

From the course Microsoft 365 Copilot for Office Work: Role-Based Productivity

52 min read Beginner Quiz included + 31 lessons with a subscription
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Two colleagues at the same company both say they "use Copilot". One asks it for a summary of the email thread and the documents he has access to and gets exactly the answer he needs; the other asks the same question and gets a generic answer, because his tool does not even see the company's data. The difference does not come from talent, but from the fact that under the same word — "Copilot" — hide completely different products, with different prices and different capabilities. Anyone who does not understand this distinction from the start pays either through frustration or through a subscription bought for nothing. That is why we start honestly, without marketing: we establish what Microsoft 365 Copilot is and what it is not, so that you begin with correct expectations.

From "Copilot" as a vague term to a precise definition

The word "Copilot" has become an umbrella term that Microsoft uses for an entire family of AI-assisted experiences. The problem, for a professional who wants to become productive, is that under the same commercial label hide very different products, with different prices and different capabilities. This confusion is not accidental — it is the natural effect of a consolidated brand strategy — but for us, as serious users, it must be untangled from the very first lesson.

Microsoft 365 Copilot, the actual subject of this course, is an artificial intelligence assistant integrated directly into the Office applications you use every day: Word, Excel, PowerPoint, Outlook, Teams, and OneNote, plus a business chat experience called Microsoft 365 Copilot Chat. Its defining characteristic is not just that it generates text, but that it works on top of your work data — the emails, documents, meetings, and files you already have access to within your organization.

In 2026, the language engine behind Microsoft 365 Copilot is built on latest-generation OpenAI models, integrated by Microsoft within the strategic partnership between the two companies. Microsoft has also introduced routing across multiple models, so the specific model used for a task can change over time; for which model is running at any given moment, the source of truth is the official Microsoft documentation. This detail matters because it explains why the quality of responses has increased significantly compared to the first versions: the underlying model is one of the most capable large language models commercially available. Still — and here comes the first note of honesty — a powerful model does not by itself guarantee a good result; the result depends on how well you use it, and this "how" is the subject of the entire course.

The crucial distinction: free web chat vs. paid assistant inside the apps

This is the distinction that, if you remember it, has already earned you half the value of this lesson. There are two different worlds, even though both bear the name "Copilot".

Microsoft Copilot (consumer, on the web and in the dedicated app)

This is the public chat experience, accessible at the Copilot chat address and through the dedicated mobile or desktop app. Conceptually it resembles a generalist chatbot: you ask it questions, it answers, it can generate images, it can search the web. Part of this experience is available for free, with limitations, and it is aimed at the general public, not at the work environment.

The essential point: the free consumer Copilot chat does not see your organization's documents, emails, or meetings. It has no access to your work context. It is, by design, a generalist assistant that works with its general knowledge and, possibly, with what it finds on the web — not with your company's data.

Microsoft 365 Copilot (in the Office apps, business)

This is the experience this course exists for. It is integrated into the side panels and commands of Word, Excel, PowerPoint, Outlook, and Teams, and it has a capability the free version does not: it can access, with your permissions, organizational data through Microsoft Graph (a mechanism we study in detail in the next lesson).

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What's next in this lesson

  • The pedagogical contract of this course
  • We work at the level of workflows and prompt patterns, NOT pixel-exact menus
  • Mandatory disclaimer number 1
  • Commercial honesty: we do not promise free access
  • Support for languages other than English
  • Three myths that can hurt you from the start
  • What a workday looks like "with Copilot" versus "without"
  • What this lesson does NOT cover (and where you can find the rest)
+ 1 more sections in the full lesson
Course curriculum

Everything you'll learn in this course

11 modules
32 lessons
~26h of content
Beginner level
1 Copilot Fundamentals: What It Is, How It Works with Your Data and License Types 3 lessons
  • What Microsoft 365 Copilot Is and What It Is NOT: An Honest Introduction Reading now 52 min
  • Grounding: How Copilot "Sees" Your Data Through Microsoft Graph 53 min
  • License Types and What They Mean in Practice: What You Can and Cannot Do 50 min
2 The Art of the Prompt in Copilot: Durable Patterns That Work in Every App 3 lessons
  • The Anatomy of a Good Copilot Prompt: Goal, Context, Source, Format 53 min
  • Reusable Prompt Patterns: Summarize, Rewrite, Compare, Extract, Transform 52 min
  • Iteration, Follow-up, and Output Verification: The Dialogue That Delivers Real Results 51 min
3 Copilot in Word: Drafting, Summarizing, Rewriting and Structuring Long Documents 3 lessons
  • Drafting from Scratch and from Sources: How to Start a Document with Copilot 52 min
  • Summarizing and Navigating Long Documents: Extract the Essence in Seconds 50 min
  • Rewriting, Tone, and Structure: Adapt Your Document for Any Audience 50 min
4 Copilot in Excel: Analysis, Natural-Language Formulas, Insights, Pivots and Agent Mode 3 lessons
  • Natural Language Formulas and Understanding Your Data: Excel Without Memorizing Syntax 53 min
  • Insights, Trends, and Pivot Tables: From Table to Conclusion 51 min
  • Agent Mode in Excel: Multi-Step Actions on Your Spreadsheet (with a Licensing Caveat) 52 min
5 Copilot in Outlook: Inbox Management, Email Thread Summaries and Drafting 3 lessons
  • Summarizing Email Threads and Prioritizing Your Inbox 50 min
  • Drafting and Adjusting Replies: Clear, Fast, On-Tone Emails 50 min
  • Triage, Follow-ups, and Recovering Context from Old Conversations 49 min
6 Copilot in Teams: Meeting Summaries, Action Items and Context Recovery 3 lessons
  • Meeting Summaries and Intelligent Recap: What Was Discussed, in Brief 51 min
  • Action Items and Decisions: Turn Talk into Clear Tasks 50 min
  • Ask During and After the Meeting: Recover Lost Context 49 min
7 Copilot in PowerPoint: Generating and Restructuring Presentations from Existing Content 3 lessons
  • Generate a Presentation from Existing Content: From Document to Slides 51 min
  • Restructure, Condense, and Reorganize: Presentations That Flow Logically 49 min
  • Speaker Notes, Slide Summaries, and Delivery Preparation 48 min
8 Role-Based Productivity: Concrete Workflows for Sales, Marketing, Finance, HR and Operations 3 lessons
  • Sales and Marketing: Account Prep, Proposals, and Promotional Content 53 min
  • Finance and HR: Reports, Operational Analyses, Internal Communication, and Human Resources Documents 52 min
  • Operations and Management: Coordination, Status Updates, and Context-Based Decisions 51 min
9 Confidentiality and Compliance: Sensitivity Labels, GDPR/DPIA, EU Data Boundary 3 lessons
  • How Copilot Protects (and Does NOT Protect) Your Data: Enterprise Data Protection and Permissions 51 min
  • Sensitivity Labels and the Data You Never Use 51 min
  • GDPR, DPIA (Art. 35), the EU Data Boundary, and EU AI Act Transparency 50 min
10 Applied Project: Optimize a Real Workflow from Your Role End-to-End with Copilot 3 lessons
  • The Project Brief: Choose and Map a Real Workflow from Your Role 50 min
  • End-to-End Execution: Build the Optimized Flow in the M365 Apps 52 min
  • Verification, Compliance, and Recap: A Trustworthy Deliverable and Next Steps 50 min
11 2026 Appendix: Official Resources, What Changed, Choosing the Model in the EU and Learning Paths 2 lessons
  • Official Resources, 2026 Updates, and Learning Paths 24 min
  • Model Choice in the EU: Anthropic Models in Copilot and the EU Data Boundary 22 min
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