Machine learning

Thema UYQM

849 tuit · page 9/22
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
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 2

Robust and Interpretable Machine Learning Lab
84 min
4/5
Reinforcement LearningImitation LearningInverse RL
Formal & Physical Sciences AI — Models & Research
EN

Reinforcement Learning 2026 - Session 1

Robust and Interpretable Machine Learning Lab
87 min
4/5
Reinforcement LearningMachine LearningPolicy Optimization
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-2 | Session-1

MLT cs2007's Presentation
145 min
3/5
PCAMachine LearningDimensionality Reduction
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-1 | Session-2

MLT cs2007 (instructor)
113 min
4/5
PCADimensionality ReductionMachine Learning
Applied Sciences & Engineering AI — Models & Research
EN

MLP Live session Week1

Machine Learning Practice
87 min
3/5
Machine LearningData SciencePython
Formal & Physical Sciences AI — Models & Research
EN

MLT workshop - Day 5

MLT cs2007
98 min
3/5
Linear RegressionMachine LearningSupervised Learning