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Samenwerkingsverband:HCAIM consortium

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Zoekresultaten (152)

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HBO/WO

MBO

1 januari 2025

Test verzamelmateriaal (gepubliceerd NA verzameling parent)

Dit materiaal is gepubliceerd voor de parent van een verzameling

Ellemieke Medewerker

1 januari 2025

cc0 test

Test

Afbeelding

Ellemieke Medewerker

1 januari 2025

Test verzamelmateriaal (gepubliceerd voor verzameling parent)

Dit materiaal is gepubliceerd voor de parent van een verzameling

Ellemieke Medewerker

1 januari 2025

Test verzamelitem

Test verzamelingen

Ellemieke Medewerker

1 september 2023

Practical: Presenting statistical data

Understand and demonstrate the data representation for AI and ML modelling. Apply a range of plotting techniques to visualise data. Be able to check for fairness, handle outliers and missing data.

Document

HCAIM Consortium

23 augustus 2023

Tutorial: ML-Ops

Getting familiar with containerisation Learning TFX Serving Ability to apply serving Locally and on Azure Container Instances

Website

HCAIM Consortium

23 augustus 2023

Practical: Practice with XAI models 2

Gain experience in implementation of SHAP-model. Gain experience in implementation of LIME-model. Experience differences (in outcomes) of SHAP vs. LIME Reflect on Human-centered application of XAI. Experiment with differences in datasets to understand different outcomes of SHAP/LIME (bonus).

Website

HCAIM Consortium

23 augustus 2023

Practical: Risk & Risk mitigation

Learner gets practical experience with risk frameworks Learner gets hands-on experience with relevant standards.

Website

HCAIM Consortium

23 augustus 2023

Practical: Hadoop-based technologies

To know the fundamentals of Map Reduce programming paradigm To know how to setup Hadoop Framework To know how to apply the Map Reduce functionalities To know how to program in Python with library of Map Reduce

Website

HCAIM Consortium

23 augustus 2023

Lecture: Regularization

Examine Weight initializers Investigate bias Apply dropout and noise Impliment callbacks Undertsand and implement a gridsearch Apply non traditional overfitting techniques

Website

HCAIM Consortium