VDF AI Academy

Learn to build enterprise AI, hands-on

VDF AI Academy is the free learning centre for building with VDF AI. Hands-on paths take you from your first chat to enterprise agents, private RAG, governed workflows, EU AI Act governance and self-hosting, with every step shown in the product. Instructor-led advanced courses, each with its own certificate, are free for customers and partners, on application.

  • 6 free learning paths
  • 24 lessons
  • 8 h 31 min of hands-on material
  • 6 instructor-led courses

Choose a path

Each path is a short course of lessons that build on each other. Every lesson is a complete build with the exact settings and a screenshot of each step, so you can follow along in your own workspace.

Path 1 · Free

VDF AI Fundamentals

Start here: the platform, chat and answers you can check. Everyone new to VDF AI, from business users to the people who will later build agents and workflows.

  1. Getting Started with VDF AI: A Tour of the Platform
  2. How to Ask AI Questions About Your Documents
  3. How to Get Better Answers from AI Chat
3 lessons 1 h in total Beginner
Path 2 · Free

Build Enterprise AI Agents

Build, test and govern enterprise AI agents. Solution builders, business technologists and developers who are new to VDF AI.

  1. How to Build an AI Agent for Enterprise, Step by Step
  2. How to Connect AI Agents to Tools with MCP
  3. How to Test AI Agents Before Production
  4. How to Publish and Govern AI Agents Across Teams
4 lessons 1 h 30 min in total Beginner
Path 3 · Free

Private RAG Engineering

Build and test RAG on your own infrastructure. Data engineers, knowledge managers and AI engineers responsible for enterprise search and assistants.

  1. How to Build a Private RAG Pipeline, Step by Step
  2. How to Build RAG over SQL Databases and Tables
  3. How to Build Permission-Aware RAG with Access Control
  4. How to Test RAG Retrieval Quality Before Rollout
4 lessons 1 h 45 min in total Beginner
Path 4 · Free

Agentic Workflows & Multi-Agent Orchestration

Design agentic workflows and orchestrate agents. Automation engineers, process owners and AI engineers building multi-step AI processes.

  1. How to Build an Agentic Workflow, Step by Step
  2. How to Orchestrate Multiple AI Agents in One Workflow
  3. How to Add Human-in-the-Loop Approval to an AI Workflow
  4. How to Route Each Workflow Step to the Right Model
  5. How to Monitor and Control Agentic Workflows
5 lessons 2 h in total Beginner
Path 5 · Free

Self-Hosting Basics

Plan and run self-hosted VDF AI, from portal to runbook. Platform, infrastructure and SRE engineers planning a first self-hosted deployment, and the compliance and security leads who review it.

  1. How Self-Hosting VDF AI Works: Portal and Credentials
  2. How to Plan a Self-Hosted AI Deployment in Your Data Centre
  3. Network, TLS, SSO and Secrets for Self-Hosted AI
  4. How to Validate and Operate a Self-Hosted AI Deployment
4 lessons 36 min in total Beginner
Path 6 · Free

AI Governance and EU AI Act Compliance

Register, classify and document AI for the EU AI Act. Compliance, risk and legal teams, data protection officers and the owners of AI systems.

  1. How to Build an AI System Register for the EU AI Act
  2. How to Track EU AI Act Findings to Closure
  3. How to Draft EU AI Act Technical Documentation with AI
  4. How to Build an AI Governance Framework and RACI
4 lessons 1 h 40 min in total Beginner

Start from your role

Video lessons

Go further with a VDF AI engineer

Agent building, retrieval, production systems, the API, administration and self-hosting, taught live in 4 half-day sessions, remote or on-site, with a lab after every module and a certificate on passing the capstone. Free for VDF AI customers and partners. Other teams receive a quote after the application is reviewed.

Instructor-led · Advanced

Enterprise RAG Engineering

Engineer governed RAG over documents and databases.

4 live half-days 6 modules + capstone VDF AI Certified RAG Engineer
Instructor-led · Advanced

Self-Hosting and Operations

Deploy and operate VDF AI on your own infrastructure.

4 live half-days 6 modules + capstone VDF AI Certified Platform Engineer

Which is right for you?

Free learning pathsInstructor-led training
LevelIntroductoryAdvanced, by role
FormatSelf-paced lessons, tutorials and videosFour live half-day sessions (3.5 hours each), remote or on-site
AccessOpen to everyone, no sign-upOn application; we reply within 2 business days
CostFreeFree for customers and partners; quoted for other teams
CertificateNoYes, on passing the capstone
Best forGetting a first agent, index or workflow workingTeams taking VDF AI into production

Frequently asked questions

Is the VDF AI Academy free?

Yes. Every learning path, lesson and video is free to read and watch, with no sign-up. The instructor-led courses are free for VDF AI customers and partners; other teams receive a quote after their application is reviewed.

Do I need a VDF AI account to follow the lessons?

You can read every lesson without one. To follow along you need a VDF AI workspace, either in VDF AI Cloud, where the Free plan needs no credit card, or in a deployment your organisation runs.

How is the Academy different from the docs and the API reference?

The docs describe every setting and the API reference every endpoint. Academy lessons teach a task end to end: each one builds something real in VDF AI, shows the result we measured and links to the docs page for every setting it uses.

Who can apply for the instructor-led courses?

Any team using or evaluating VDF AI can apply with a short form. We reply within 2 business days, and each course runs as 4 live half-day sessions of 3.5 hours, remote or on-site.

Do the courses lead to a certificate?

Yes. Each instructor-led course ends with a capstone reviewed by a VDF AI engineer, and passing it earns that course’s certificate. The free learning paths do not award certificates.