Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 7 hours
Course Outline
From Text Generation to Typed Decisions
- What a decision model returns
- System one decisions versus reasoning LLMs
- Cost and latency profile of bounded decisions
The Open-Weight Decision Model Landscape
- Strands Decider 2B from AWS Labs
- JEV and GEV open-weight families
- Pplx-Decider, Liquid D1 and Clef
- Licence and deployment differences
Inside a Decision Model
- LLM torso without a language modelling head
- Pointer head scoring over candidate options
- Where the confidence score comes from
Running Your First Decisions
- Local setup on CPU and consumer GPU
- Phrasing questions and option sets
- Asking several questions in one pass
- Thresholds and fallback behaviour
Judging Decision Quality
- JevBench and decision benchmarks
- Accuracy versus calibration
- Brier score and reliability of confidence
- Tasks where a decision model is the wrong tool
Requirements
- Basic familiarity with large language models and prompt-based applications.
- Comfort with the command line and Python scripts.
- No machine learning training experience required.
Audience
- AI engineers evaluating decision models for agent workflows
- Software developers replacing LLM calls with bounded decisions
- Solution and platform architects designing agent architectures
- Technical product managers assessing decision model options
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1600 € + VAT*
Contact us for an exact quote and to hear our latest promotions
