Displaying 94 resources
Online Course
Online course on Data Spaces for Mobility
Discover the world of mobility data spaces in this online course tailored for mobility professionals with a solid background in mobility planning, operations, data, and management.
This professional online training explores the dynamic world of Mobi
Article/Books/eBooks
An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering
When deployed, machine-learning (ML) adoption depends on its ability to actually deliver the expected service safely, and to meet user expectations in terms of quality and continuity of service.
Article/Books/eBooks
Artificial Intelligence Index Report 2023
Welcome to the sixth edition of the AI Index Report!
Online Course
Statistical Methods for Machine Learning
Syllabus
- Introduction
- The Nearest Neighbour algorithm
- Tree predictors
- Statistical learning
- Risk analysis for tree predictors
- Hyperparameter tuning and risk estimates
- Consistency a
Online Course
Non-Markov Decision Processes and Reinforcement Learning
We present non-Markov decision processes, where rewards and dynamics can depend on the history of events. This is contrast with Markov Decision Processes, where the dependency is limited to the last state and action.
Online Course
Data Storytelling and Big Data value chain in Natural Disaster Management
This lecture explores the concepts of Data Storytelling and the Big Data value chain in the context of Natural Disaster Management.