🚀 Expert Level

AI Development

Build real AI applications from scratch. This is the hands-on technical course for developers, engineers and tech-savvy entrepreneurs who want to go beyond using AI and start creating with it.

£399one-time payment, lifetime access

✓ 30-day money-back guarantee — no questions asked

📅 Sessions booked after purchase at your convenience

What's included

🎭 AI avatar video lesson for every module
📖 Technical reference guide (200+ pages)
💻 GitHub code repositories for all projects
🤖 OpenAI & Claude API deep-dive
🧠 RAG & vector database implementation
♾️ Lifetime access to all materials
📧 Direct email access to Clive

Curriculum

What You'll Build

Eight modules, eight working projects. You'll ship real code in every session — from your first API call to a deployed AI agent. Python and JavaScript examples throughout.

01

OpenAI API Mastery

Video + Code

GPT-4o, o1, and choosing the right model
Function calling and structured outputs
Streaming responses and real-time UIs
Rate limiting, retries and production patterns
Project: AI-powered document analyser

02

Anthropic Claude API

Video + Code

Claude 3.5/4 capabilities and differentiators
Claude's extended context window: practical uses
Tool use (function calling) with Claude
Vision and multimodal applications
Project: Intelligent PDF reader with Claude

03

Retrieval Augmented Generation (RAG)

Video + Code

What RAG is and why it beats fine-tuning for most use cases
Vector databases: Pinecone, Chroma, pgvector
Embedding models and semantic search
Chunking strategies for documents
Project: RAG chatbot over your own knowledge base

04

Building AI Agents

Video + Code

What agents are: tools, loops and memory
LangChain and LlamaIndex frameworks
Tool-use agents: web search, calculator, code execution
Multi-agent systems and orchestration
Project: Autonomous research agent

05

Local LLMs with Ollama

Video + Code

Running Llama 3, Mistral, Qwen locally
Privacy-first AI for sensitive data
Integrating local LLMs into applications
Performance tuning for GPU and CPU inference
Project: Private AI assistant on your own hardware

06

AI Web Applications

Video + Code

Building AI-powered frontends with React/Next.js
Streaming chat UIs with Server-Sent Events
Authentication and user management for AI apps
Database design for AI conversation history
Project: Full-stack AI chat application

07

Production Deployment & Scaling

Video + Code

Deploying AI apps to VPS/cloud (Nginx, PM2, Docker)
Cost optimisation: caching, batching, model selection
Monitoring, logging and alerting for AI services
Security: prompt injection defence, rate limiting
Project: Production-ready AI microservice

08

Building & Monetising Your AI Product

Video + Code

SaaS pricing models for AI products
Payment integration (Stripe, PayPal) for AI services
Marketing an AI tool: SEO, content, positioning
Legal: AI terms of service and liability
Project: Launch your own monetised AI product

Ready to Build Real AI?

Eight sessions. Eight working projects. One payment. Join the expert track today.

Enrol Now for £199 →

✓ 30-day money-back guarantee — no questions asked

Questions? Send Clive a message | Need the Intermediate course first?