← AI Consultant Program
Foundations of AI Consulting
Understand what AI consulting is, who needs it, and the skills you'll build throughout this program.
Course content
Module 1
Week 1
- Why AI Consulting Matters NowPreview55 min
- AI Career Opportunities & Professional Pathways
- AI & Machine Learning: Essential Foundations for Consultants
- Claude & Anthropic: Models, Safety, and Professional Selection
- Markdown for Professional AI Work
- JSON: The Data Language of AI Systems
- Prompt Engineering & Context Engineering for Modern AI Models
- HTML: The Skeleton Behind Every Web Page
- Week 1 Video (placeholder)
Module 2
Week 2
- Building an AI Model from Scratch: Strategy to Deployment
- Tokens: The Hidden Unit Behind Every AI Conversation
- Open, Open-Weight & Proprietary Models: Choosing the Right Architecture
- Weights, Biases, Parameters & Fine-Tuning: What Does a Model Actually Learn?
- How Websites Work: Frontend to Deployment Through the Restaurant Analogy
- Neural Networks & Deep Learning: From Neurons to Transformers
- Week 2 Video (placeholder)
Module 3
Week 3
- Claude Code Starter Glossary: Terminal, Tools, Git & Development Environment
- Vercel & Professional Web Deployment: From Localhost to Production
- Databases & Supabase: Data, Authentication & Security from Zero to Production
- Working with Open-Source Projects on GitHub: Fork, Clone & Safe Pull Requests
- Week 3 Video (placeholder)
Module 4
Week 4
- Chatbot Architecture: From LLM to Memory, Knowledge, Tools & Channels
- System Prompts & Bot Personality: Designing Testable Behavior, Voice & Boundaries
- Memory & Conversation Management: Context, Sessions & Long-Term Memory
- What Is RAG? From Documents & Embeddings to Grounded, Evaluated Answers
- Tools & Function Calling: From Conversation to Safe Real-World Action
- Building & Deploying Chatbots: From Stack Choice to Multi-Channel Production
- Quality, Guardrails & Monitoring: Building Reliable, Measurable Chatbots
- The Chatbot Business Layer: Cost, Pricing, Retainers & Client Growth
- Week 4 Video (placeholder)
Module 5
Week 5 — Practice & Project Week
- Week 5 Video (placeholder)
Module 6
Week 6
- The First Client Consultation: From Discovery to a Clear Next Step
- Consulting for Larger Businesses: Stakeholders, Data, Security & Pilots
- Writing an AI Consulting Proposal: From Discovery to Signed Agreement
- AI Agents & Agentic AI: From Answers to Safe Action
- AI Automation & Workflows: From Trigger to Reliable Execution
- What Is a Webhook? Real-Time Events, Security & Production Design
- What Is an API? The Common Language of Software & Professional Integrations
- What Is MCP? A Standard Interface Between AI, Tools & Data
- What Is JSON? The Data Language of the Digital World & Reliable Contracts
- What Is a Cron Job? Reliable Scheduling for Automation & AI
- What Is an Endpoint? Service Entry Points & Reliable API Design
- Week 6 Video (placeholder)
Module 7
Week 7
- CRM: Organizational Memory, Sales Engine & Data Foundation for AI
- Prompt & Context Engineering: From Everyday Use to Agentic Systems
- From Idea to Revenue: Building, Validating & Growing a SaaS
- Week 7 Video (placeholder)
Module 8
Week 8
- The MIT License & the Art of Open Source: Responsible Use, Modification & Distribution
- Client Project Handoff: The Art of the Last Mile
- Building an AI Automation Agency: From Value Proposition to Scalable Operations
- Your Role in the Claude Code Era: From Tool User to AI Builder & Consultant
- Week 8 Video (placeholder)