ai curriculum · training
das ai-curriculum,kurs für kurs.
251 kurse und 29 von trainern geleitete workshops zu ai in engineering, product, data, sales, finance, legal, hr, operations, leadership und risk. 700.5 kontaktstunden insgesamt. jeder kurs nennt sein level, seine stunden, die tools und das artefakt, mit dem du rausgehst.
das ist keine videobibliothek. kurse werden in einer browser-umgebung mit angeleiteter praxis unterrichtet. labs werden nach dem bewertet, was du produzierst. workshops leiten live die praktiker, die unsere consultancy- und platforms-arbeit liefern.
kurse über 16 themen
kontaktstunden unterrichteter inhalte
von trainern geleitete workshops, 65 sessions
bewertete labs. du baust, wir bewerten
workshops
29 workshops, live geleitet. 65 sessions, 223 kontaktstunden. die teilnehmerzahl ist pro durchlauf begrenzt, damit alle selbst hand anlegen. die session-pläne unten sind minutengenau veröffentlicht.
- 1 session3 std. gesamtmax. 40 personen
AI Foundations Workshop
Learn what AI models can and cannot do, agree how company data may be used, and leave with a plan for the first tasks you will hand over.
fürAll employees, no prior experience needed
- 2 sessions6 std. gesamtmax. 30 personen
Prompt Engineering Intensive
Learn the prompting patterns that produce reliable results, then rebuild your team's real prompts into a shared library that anyone can use.
fürAnyone who has completed AI foundations
- 3 sessions10.5 std. gesamtmax. 24 personen
AI-Assisted Engineering Bootcamp
Learn to use AI coding assistants on your own codebase, from writing specifications to reviewing generated code, and agree the standards your team will work to.
fürSoftware engineers at any level
- 1 session7 std. gesamtmax. 20 personen
Build an AI Feature in a Day
Take a single AI feature from idea to a working, tested version in one day, including the test set and cost model that let you defend it.
fürEngineers, with their product manager alongside
- 2 sessions8 std. gesamtmax. 20 personen
Building RAG Systems
Learn to build a retrieval system over your own documents, then measure and improve its accuracy instead of guessing at it.
fürEngineers working with company documents
- 3 sessions10.5 std. gesamtmax. 18 personen
Agents and MCP Build Lab
Learn to build an AI agent that connects to your internal systems through MCP, with the permissions and monitoring needed to run it safely.
fürEngineers building systems that take actions
- 2 sessions7 std. gesamtmax. 24 personen
AI Evaluation Bootcamp
Learn to define what good means for an AI feature, build a test set from real cases, and wire it into your pipeline so quality cannot drop unnoticed.
fürEngineers, product managers and data scientists
- 2 sessions8 std. gesamtmax. 16 personen
AI Red Team Workshop
Learn to attack your own AI systems the way an adversary would, then write the findings up so that engineers can act on them.
fürSecurity engineers, senior developers and architects
- 2 sessions7 std. gesamtmax. 18 personen
AI Production Readiness
Learn to run AI systems in production, covering gateways, cost, latency, model changes and what to do when the system fails at scale.
fürPlatform engineers, site reliability engineers and senior developers
- 3 sessions9 std. gesamtmax. 24 personen
AI Product Management Intensive
Learn to select, specify and launch AI features when you cannot predict the output, including how to write requirements as measurable tests.
fürProduct managers and product owners
- 2 sessions6 std. gesamtmax. 20 personen
Designing AI Interfaces
Learn to design for uncertainty, showing confidence, handling errors and building trust in a product that is sometimes wrong.
fürProduct designers, UX researchers and content designers
- 1 session4 std. gesamtmax. 14 personen
AI Strategy for Executives
Review your organisation's AI initiatives, work through the buy, build or wait decisions, and commit to a small number of priorities with named owners.
fürChief executives, functional heads and board members
- 2 sessions7 std. gesamtmax. 20 personen
AI Governance Clinic
Build an inventory of the AI already running in your organisation, classify it by risk, and draft a policy that people will actually follow.
fürRisk, compliance, legal, internal audit and security
- 3 sessions9 std. gesamtmax. 20 personen
Claude Masterclass
Learn to work with Claude in depth, from setting up projects and using Claude Code through to building Agent Skills and MCP integrations.
fürTeams standardising on Anthropic's tools
- 2 sessions6 std. gesamtmax. 20 personen
Workflow Automation Lab
Learn to automate a real business process from start to finish using visual tools, with no coding required at any point.
fürOperations staff, process owners and function leads
- 2 sessions7 std. gesamtmax. 24 personen
AI for Data Analysts
Learn to move faster from question to answer using AI, while keeping the checks that stop an incorrect figure reaching a report.
fürAnalysts, business intelligence teams and finance analysts
- 2 sessions6 std. gesamtmax. 30 personen
AI for Revenue Teams
Learn to use AI across research, outreach, content and customer support, and agree as a team where the line on authenticity sits.
fürSales, marketing and customer success teams
- 2 sessions6 std. gesamtmax. 24 personen
AI for Finance and Legal
Learn to process contracts and financial documents with AI, keeping the control steps and audit trail your auditors will expect to see.
fürFinance, financial planning, legal and contracting teams
- 2 sessions6 std. gesamtmax. 24 personen
AI for HR and Recruiting
Learn to use AI across hiring, onboarding and employee support, and test your own workflow for bias before it goes anywhere near a candidate.
fürHuman resources, talent acquisition and people teams
- 3 sessions10.5 std. gesamtmax. 20 personen
AI-Native SDLC Design Workshop
Redesign how your team actually delivers software now that agents write most of the code, phase by phase, ending with a lifecycle your team has agreed to run.
fürEngineering leads, principal engineers, QA and release owners
- 4 sessions14 std. gesamtmax. 18 personen
Harness Engineering Bootcamp
Build the system your agents run inside, covering rule files, skills, hooks, sandboxes and the evaluations that tell you whether any of it is working.
fürPlatform engineers and senior developers who own shared tooling
- 3 sessions10.5 std. gesamtmax. 16 personen
Loop and Graph Engineering Lab
Build an agent loop by hand, then rebuild the same work as a graph with branching and parallel execution, and learn when each shape is the right one.
fürEngineers building agent systems
- 2 sessions7 std. gesamtmax. 18 personen
Agent Orchestration at Scale
Move from supervising one agent at a time to running many, covering the supervised chain, autonomous coordination, and the tooling that makes parallel work visible.
fürSenior engineers and technical leads
- 3 sessions10.5 std. gesamtmax. 18 personen
Cloud-Native DevSecOps Pipeline Lab
Build security into every stage of a delivery pipeline, from the developer's editor through to running containers, and measure what each stage actually catches.
fürPlatform, DevOps and security engineers
- 2 sessions8 std. gesamtmax. 16 personen
Kubernetes AI Security Workshop
Secure a real Kubernetes environment using behavioural baselines, generated network policies and admission control, without slowing down the teams deploying to it.
fürPlatform and security engineers running Kubernetes
- 2 sessions6 std. gesamtmax. 16 personen
AI Engineering Platform Kickstart
Set up the team and the shared tooling that everyone else builds on, covering the golden path, a safe place to experiment, and how adoption actually spreads.
fürEngineering leadership and platform team leads
- 3 sessions10.5 std. gesamtmax. 18 personen
Deep Learning Foundations Workshop
Build and train neural networks from first principles, covering images, sequences and the training problems that appear once models get larger.
fürData scientists and machine learning engineers
- 2 sessions7 std. gesamtmax. 20 personen
Warehouse-Native AI Workshop
Run generative AI next to your data instead of moving it, using the warehouse platform your organisation already pays for.
fürData engineers, analytics engineers and BI teams
- 2 sessions6 std. gesamtmax. 24 personen
AI Ethics and Responsible Use Clinic
Work through the ethical decisions your organisation is already facing, and leave with positions your teams can actually apply.
fürAnyone making decisions about how AI is used
willst du einen track für dein team?
sag uns das team, das outcome und den kalender. wir kommen mit einem track aus diesem katalog zurück, mit kohortenterminen und preis.