Session 10 – Agentic AI DevOps: Model Inference – API and App
Agentic AI DevOps: Model Inference – API and App Recap of the previous session Model selection and tuning:…
Session 09 – Agentic AI DevOps: ML Model Selection & Metrics
Agentic AI DevOps: ML Model Selection & Metrics Recap of the previous session The loan-approval model was a…
Session 08 – Agentic AI DevOps: ML Q&A
Agentic AI DevOps: ML Q&A Recap of the previous sessions Regression predicts a number (a salary). Classification predicts…
Session 07 – Agentic AI DevOps: ML Training – Classification Model (Loan Approval)
Agentic AI DevOps: ML Training – Classification Model (Loan Approval) Recap of the previous session With many features,…
ML Training & Evaluation: Incident Time-to-Resolve Prediction (Regression)
Business Problem When an incident is opened, everyone asks: “How long until it is fixed?” Today the answer…
Session 6 – Agentic AI DevOps: ML Training – Linear Regression
Agentic AI DevOps: ML Training – Linear Regression Recap of the previous session A virtual environment gives each…
Session 5 – Agentic AI DevOps: ML Training – Regression Models
Agentic AI DevOps: ML Training – Regression Models Recap of the previous session The use case: predict an…
Session 4 – Agentic AI DevOps: Local Setup
Agentic AI DevOps: Local Setup Recap of the previous session A model is an equation: y = m·x…
Session 3 – Agentic AI DevOps: ML Basics
Agentic AI DevOps: ML Basics Recap of the previous session Machine learning finds a pattern in historical data,…
Session 2 – Agentic AI DevOps: Introduction to AI & ML
Agentic AI DevOps: Introduction to AI & ML Recap of the previous session DevOps is shifting from doing…
