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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
Courses assessed
4 / 5
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22
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4 courses ≥70% 1 course 40-69%
Best result Prompt Engineering Masterclass — 92%

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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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Chain-of-Thought Prompting — The Complete Guide Mar 18
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AI for Digital Marketing 2
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Full lesson, free Module 1 · Lesson 1

What Every Creator Needs to Know About AI Video in 2026

From the course AI Video Creation and Editing: From Script to Publish

13 min read Intermediate Quiz included + 25 lessons with a subscription
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Two years ago, generating a usable video clip from a sentence of text was a party trick — flickering, warped hands, five seconds of dreamlike nonsense. In 2026 it is a production tool. Marketing teams storyboard a campaign in the morning and have rough cuts by lunch. A solo creator can shoot nothing, appear in nothing, and still publish a polished explainer with a presenter, a voiceover, captions, music and b-roll. That is the shift this course is about.

But there is a wide gap between people who use AI video thoughtfully — with a workflow, a brand, and a clear grip on the legal line — and people who treat it as a slot machine, pulling the handle until something looks cool. This course puts you firmly in the first group. It teaches a repeatable pipeline: script → storyboard → generate → voice → edit → publish → measure.

The one idea that ties the whole course together

AI generates the raw material. You direct, curate and are accountable for the final cut.

Every prompt, tool and trick in this course hangs off that sentence. AI is astonishing at producing options — twenty variations of a shot, five voiceover takes, a dozen thumbnail ideas. It is weak at taste, truth and responsibility. Those stay with you. A model does not know your brand, cannot verify a claim you put on screen, and has no idea whether the face it just generated resembles a real person who never consented. You do.

The map: what AI can do across the video pipeline

Here is the landscape at a glance. Each of these gets a full module later.

  • Scriptwriting and pre-production. Large language models (Claude, GPT-5.5, Gemini 3.1 Pro) turn a brief into a script, a hook, a shot list and a storyboard outline. Note: these models output text, not video — they are your writers' room, not your camera.
  • Text-to-video. Tools such as Runway Gen-4, Google Veo, Kling, Pika and OpenAI Sora generate video clips from a text prompt.
  • Image-to-video and animation. Feed a still image (a product shot, a generated frame, a logo) and get motion out.
  • AI avatars and talking heads. HeyGen and Synthesia turn a script into a presenter-led video with a synthetic or licensed human presenter.
  • AI voice and narration. ElevenLabs and similar tools produce natural voiceover, dubbing and lip-synced translations.
  • AI-assisted editing. Descript, CapCut and Adobe Premiere Pro offer text-based editing, auto-captions, auto-cut, filler-word removal and b-roll suggestions.
  • Music and sound. AI tools generate background music and clean up audio.
  • Upscaling and restoration. Tools such as Topaz Video AI sharpen, denoise and enlarge footage.

What AI video still cannot (and must not) do for you

Being precise about the limits is what separates a professional from an enthusiast.

  • It cannot guarantee truth. If your script contains a claim, statistic or product feature, the model will happily render it on screen whether or not it is real. You verify every factual claim before it ships.
  • It does not understand consent. A tool will generate a face, a voice or a celebrity look-alike without ever asking whether you have the right to use that likeness. That question is yours, and in the EU it has legal weight.
  • It is inconsistent by default. Generate the same character twice and you often get two different people. Achieving brand and character consistency across shots is a skill, not a button — a whole module here.
  • It can produce confidently wrong physics and text. Warped hands are rarer in 2026, but garbled on-screen text, impossible reflections and objects that morph between frames still happen. Human review is mandatory.
  • It is not a lawyer. Nothing a tool outputs, and nothing in this course, is legal advice. For your specific situation, consult a qualified professional.

The disclosure line you need to know from day one

In the European Union, the EU AI Act includes transparency obligations for AI-generated and manipulated media. Under Article 50, providers and deployers must, in general, mark AI-generated or manipulated audio, image and video content in a machine-readable way and disclose deepfakes. These transparency rules apply from 2 August 2026. We devote an entire module to the legal and ethical side, but plant the flag now: if you generate or heavily manipulate a person or a scene with AI, plan to label it. Disclosure is not an admission of low quality — it is the professional default.

A first practical workflow you can run today

You do not need every tool to start. Here is a minimal end-to-end pipeline a beginner can execute this week:

  1. Brief → script. Ask an LLM: "Write a 45-second script for a short-form video explaining [topic] to [audience]. Hook in the first 3 seconds, one clear idea, one call to action. Do not invent statistics."
  2. Script → voice. Paste the script into a voice tool and generate a narration take (using a voice you are licensed to use).
  3. Visuals. Generate 3–4 short clips with a text-to-video tool, or use an AI avatar to present the script directly.
  4. Assemble. Drop everything into an editor, add auto-captions, trim, and place a music bed.
  5. Label and publish. Add your AI-content disclosure, export in the platform's aspect ratio, publish, and check the analytics.

That is the spine of the entire course. Everything else is depth, quality and safety on top of it.

What to carry into the rest of the course

AI video in 2026 is genuinely powerful — for drafting, generating, voicing, editing and repurposing at a speed that was impossible before. It is genuinely risky when it is used to fabricate people, spread unverified claims, or dodge disclosure. The rest of this course gives you the prompts, the workflows and the guardrails to stay on the powerful, professional side of that line. Keep the golden rule in view the whole way: AI generates the raw material; you direct, curate and are accountable for the final cut.

Real quiz · from Lesson 1

**[Easy]** What is the single guiding principle of this entire course?

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Up next in the course

  • 2 The 2026 AI Video Toolstack: A Field Map 14 min
  • 3 How Generative Video Actually Works: Frames, Prompts, Duration and Cost 13 min
  • 4 Writing Video Scripts with AI That People Actually Watch 14 min
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Course curriculum

Everything you'll learn in this course

10 modules
26 lessons
~6h of content
Intermediate level
1 Module 0 — The AI Video Landscape in 2026 3 lessons
  • What Every Creator Needs to Know About AI Video in 2026 Reading now 13 min
  • The 2026 AI Video Toolstack: A Field Map 14 min
  • How Generative Video Actually Works: Frames, Prompts, Duration and Cost 13 min
2 Module 1 — Scriptwriting, Storyboarding and Pre-Production with AI 3 lessons
  • Writing Video Scripts with AI That People Actually Watch 14 min
  • Storyboarding and Shot Lists with AI 13 min
  • Planning for Platform, Format and Audience 12 min
3 Module 2 — Text-to-Video Generation 3 lessons
  • Text-to-Video Foundations and the Leading Tools 14 min
  • Prompting for Text-to-Video: Speaking the Language of Cinematography 15 min
  • Consistency, Seeds and Iterating Across Shots 14 min
4 Module 3 — Image-to-Video, Animation and AI Avatars 3 lessons
  • Image-to-Video: Animating Stills, Products and Logos 13 min
  • AI Avatars and Talking Heads: HeyGen and Synthesia 14 min
  • Consent, Likeness and Custom Avatars: The Non-Negotiable Rules 14 min
5 Module 4 — AI Voice, Narration and Lip-Sync 2 lessons
  • AI Voiceover and Narration with ElevenLabs 13 min
  • Voice Cloning, Dubbing and Lip-Sync — Done Responsibly 13 min
6 Module 5 — AI-Assisted Editing 3 lessons
  • Editing by Editing Text: Descript and the Transcript Workflow 13 min
  • Auto-Captions, Auto-Cut and AI B-Roll 13 min
  • AI Music and Sound Design 12 min
7 Module 6 — Upscaling, Restoration and Finishing 2 lessons
  • Upscaling, Restoration and Frame Interpolation 12 min
  • Finishing: Colour, Export and Quality Control 12 min
8 Module 7 — Video for Social, YouTube and Ads 3 lessons
  • Short-Form Video: Reels, TikTok and Shorts 13 min
  • Long-Form YouTube and Repurposing 13 min
  • AI Video Ads and Brand Consistency 13 min
9 Module 8 — Legal, Ethical AI Video and the End-to-End Workflow 3 lessons
  • Legal and Ethical AI Video: The Complete Picture 15 min
  • The End-to-End Workflow: From Script to Publish 14 min
  • Measuring and Optimizing Your AI Video 13 min
10 Final Quiz — AI Video Creation and Editing 1 lessons
  • Final Assessment: From Script to Publish 25 min
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