AI Solutions Wiki
Start at Zero
Course
For You
Who are you?
See all paths →
Software Engineer
You ship production systems. Map what LLMs actually change: evals, non-determinism, token economics.
Product Manager
Understand AI proposals, scope work, and ask better questions in every project room.
Finance and Business
Evaluate AI costs, timelines, and regulatory obligations with confidence.
Vibe Coder
Direct the AI, debug what breaks, and deploy something that actually runs.
Student or Career Switcher
Build the mental model from the ground up. No assumptions about what you know.
Founder or Entrepreneur
Know what you are building before the first sprint. Scope, hire, and decide early.
Consultant or Advisor
Speak AI fluently with clients. Governance frameworks, vocabulary, strategic tools.
Gardener
Learn by growing, soil to harvest, one layer at a time. The garden-metaphor path and video course.
Marketer
Brief the AI tools, judge the output, and see through the hype in vendor pitches.
HR Team
AI in hiring and people analytics, and which uses the EU AI Act counts as high-risk.
Learn
All learning paths →
The Gardener Path
Level Curriculum
Foundations
AI Stack Map
Learn Through Your World
Build
Build something
All build guides →
On this wiki
Build guides
Architecture
Cheap environments
Playgrounds
Free playgrounds and tiers
NVIDIA Arcade
Google Colab
Kaggle Notebooks
Hugging Face Spaces
GitHub Codespaces
AWS PartyRock
AWS Builder Sandbox
Explore
Reference library
Browse all →
Interactive
Overview
Galaxy
Timeline
Knowledge Graph
List
Reference
Tools
Glossary
Comparisons
Frameworks
History
In Depth
Guides
Solutions
Patterns
Case Patterns
News
New
Notes
New
Workshops
About
Get help
Start Here
Start at Zero
For You
All paths overview
Software Engineer
Product Manager
Finance and Business
Vibe Coder
Student or Career Switcher
Founder or Entrepreneur
Consultant or Advisor
Marketer
HR Team
Gardener
Learn
All learning paths
Level Curriculum
Foundations
AI Stack Map
Learn Through Your World
Build
All build guides
Architecture
Cheap environments
Playgrounds
NVIDIA Arcade
Google Colab
Hugging Face Spaces
AWS PartyRock
AWS Builder Sandbox
Interactive
Overview
Galaxy
Timeline
Knowledge Graph
List
Explore
Browse all sections
Guides
Tools
Patterns
Comparisons
Frameworks
Glossary
Solutions
History
News
New
Notes
New
About
Get help
About
Workshops
AI Solutions Wiki
Retail-Analytics
Retail-Analytics
1 article
All articles
1 total
AI Demand Forecasting for Retail
Updated
Machine learning-based demand forecasting that accounts for seasonality, …
Solutions
Added 28 Mar
·
Upd 25 Sep
·
3 min
Work with Linda Mohamed, AWS Community Hero
AI workshops on AWS
From idea to funded prototype. €2,000 per workshop
Book a free 30-min idea call
Your idea, your data, the right starting point
More: workshops, reference projects, open source
All AI workshops
Discovery, concept, prototype, agents
Reference projects
Architecture diagrams from real builds
Freelancer Templates
Open source template library
Freelancer Automation
Workflow recipes, AI playbooks