Machine learning

Thema UYQM

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Formal & Physical Sciences AI — Models & Research
EN

Workshop Day 2_Sep 2025

MLT cs2007
147 min
★ ★ ★ ☆ ☆ 3/5
NumPyRandom SamplingClustering
Formal & Physical Sciences AI — Models & Research
EN

MLT workshop_Sep 25(day 1)

MLT cs2007
197 min
★ ★ ★ ☆ ☆ 3/5
NumPyMatplotlibPython
Formal & Physical Sciences AI — Models & Research
EN

Muon - Part 3

West Coast Machine Learning
72 min
★ ★ ★ ★ ☆ 4/5
MuonOptimizerNeural Networks
Formal & Physical Sciences AI — Models & Research
EN

Muon - Part 2

West Coast Machine Learning
83 min
★ ★ ★ ★ ☆ 4/5
MuonNeural NetworksOptimizers
Formal & Physical Sciences AI — Models & Research
EN

Peter BARTLETT C6

Peter Bartlett
96 min
★ ★ ★ ★ ☆ 4/5
Deep LearningStatistical Learning TheoryGradient Flow
Formal & Physical Sciences AI — Models & Research
EN

Peter BARTLETT C5

Peter Bartlett
89 min
★ ★ ★ ★ ☆ 4/5
Deep LearningStatistical Learning TheoryImplicit Regularization
Formal & Physical Sciences AI — Models & Research
EN

Peter BARTLETT C4

Peter Bartlett
92 min
★ ★ ★ ★ ☆ 4/5
Deep LearningStatistical Learning TheoryRademacher Complexity
Formal & Physical Sciences AI — Models & Research
EN

Peter BARTLETT C2

Peter Bartlett
85 min
★ ★ ★ ★ ☆ 4/5
Deep LearningOptimizationKKT Conditions
Formal & Physical Sciences AI — Models & Research
EN

Revision session 2 - Week 11 &12

MLT cs2007
172 min
★ ★ ★ ☆ ☆ 3/5
Soft Margin SVMEnsemble MethodsAdaBoost
Formal & Physical Sciences AI — Models & Research
EN

Muon - Part 1

West Coast Machine Learning
80 min
★ ★ ★ ★ ☆ 4/5
Muon OptimizerGradient DescentNewton's Method
Formal & Physical Sciences AI — Models & Research
EN

End Term | Doubt Clearing Session

Machine Learning Practice
99 min
★ ★ ★ ★ ☆ 4/5
Machine LearningFeature SelectionCross-Validation
Formal & Physical Sciences AI — Models & Research
EN

End term revision Week 9, 10

Machine Learning Techniques
128 min
★ ★ ★ ★ ☆ 4/5
PerceptronLogistic RegressionMachine Learning
Formal & Physical Sciences AI — Models & Research
EN

Week 11 & 12 Solve with us

MLT cs2007
121 min
★ ★ ★ ☆ ☆ 3/5
SVMSoft MarginMargin Violation
Formal & Physical Sciences AI — Models & Research
EN

Week 12 theory

MLT cs2007
100 min
★ ★ ★ ☆ ☆ 3/5
ClassificationLoss FunctionsHinge Loss