Practical AI for Creative Designers

Explore how AI truly works and apply practical tools tailored specifically to expand your creative vision beyond text and elevate your daily workflow. * **Master AI fundamentals** behind generative tools and models * **Direct creative generation** across visuals, audio, and beyond * **Feed precise context** for accurate, brand-aligned creative outputs * **Integrate AI workflows** directly into your daily design toolkit

4 sections ยท 16 lessons

Course outline

Model Mechanics

  1. Predicting Tokens and Prompts
  2. Pretraining to Human Feedback
  3. Reinforcement Learning and Reasoning
  4. Hallucinations and Scaling Limits

Creative Workflow

  1. Mapping the Creative Process
  2. Overcoming Generic Output
  3. Encoding Taste and Systems
  4. Evaluating Creative Tool Stacks

Multimodal Creation

  1. Precision Image Generation
  2. Directing Video and Voice
  3. Multimodal Visual Analysis
  4. Interfaces Beyond Chat Boxes

Context Systems

  1. Context Engineering and Prompts
  2. AI Memory versus State
  3. Grounding Projects with RAG
  4. Building a Creative Brain

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