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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: 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

23 augustus 2023

Tutorial: Forward propagation

Understand the process of a forward pass Understand how to calculate a forward pass prediction, as well as loss unplugged Develop a forward pass using no modules in Python (other than Numpy) Develop a forward pass using Keras

Website

HCAIM Consortium

23 augustus 2023

Interactive session: Ethics in research

Dibate and clarify the ethical concerns that might arise using human-data in research Learn the social values in research Learn how to accurately present results, without causing bias in the reader

Website

HCAIM Consortium

23 augustus 2023

Tutorial: Derivation and application of backpropagation

Develop an understanding of gradient and learning rate Derive backpropagation for hidden and outer layers Implimenting Backpropagation unplugged and plugged using different activation functions

Website

HCAIM Consortium

23 augustus 2023

Interactive Session: Privacy Preserving Machine Learning

Understand the concept of Privacy Preserving Fundamentals Discuss application of PPML in practical Scenarios

Website

HCAIM Consortium