Machine learning

Thema UYQM

832 tuit · page 8/21
Applied Sciences & Engineering AI — Models & Research
EN

MLP Live session Week 5

Machine Learning Practice
86 min
4/5
Machine LearningData PreprocessingRegression
Applied Sciences & Engineering AI — Models & Research
EN

Warrens toolchain

West Coast Machine Learning
90 min
4/5
Multi-AgentAI-Assisted DevelopmentSpec-Driven Development
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-4 | Session-2

Karthik Thiagarajan
121 min
4/5
Gaussian Mixture ModelsExpectation-MaximizationMachine Learning
Applied Sciences & Engineering AI — Models & Research
EN

Live coding with OpenSpec

West Coast Machine Learning
89 min
4/5
OpenSpecSpec-Driven DevelopmentLive Coding
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-4 | Session-1

MLT cs2007
177 min
3/5
Gaussian Mixture ModelsEM AlgorithmK-Means Clustering
Formal & Physical Sciences AI — Models & Research
EN

AI@UCI Workshop 3/4/26 Reinforcement Learning

Artificial Intelligence at UCI
60 min
3/5
Reinforcement LearningMarkov Decision ProcessValue Function
Humanities, Social Sciences & Thought AI — Models & Research
EN

MENACE | EP04

Evidicus
59 min
3/5
MENACETactical GameGameplay
Formal & Physical Sciences AI — Models & Research
EN

Shapley Additive Explanations (SHAP)

Machine learning classroom
20 min
4/5
SHAPExplainable AIFeature Attribution
Formal & Physical Sciences AI — Models & Research
EN

Intrinsically interpretable models

Machine learning classroom
14 min
4/5
InterpretabilityMachine LearningLogistic Regression
Formal & Physical Sciences AI — Models & Research
EN

Gradient-based explanations (saliency maps)

Machine learning classroom
15 min
4/5
Explainable AISaliency MapsGradient-Based Explanations
Formal & Physical Sciences AI — Models & Research
EN

Counterfactual explanations

Machine learning classroom
11 min
4/5
Counterfactual ExplanationsInterpretabilityMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-3 | Session-1

Karthik Thiagarajan
166 min
4/5
ClusteringK-MeansUnsupervised Learning