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ModsCE4041

Machine Learning

Current offering — AY2025/2026 Semester 2

Overview of machine learning and its applications; Decision Theory and Bayes Models; Classifier Evaluation; Classification: Decision trees, artificial neural networks, linear and kernelized support vector machines, K-nearest neighbour classifiers, linear regression and its kernelized extension; Ensemble Learning; Clustering; Dimension Reduction; Density Estimation; Graphical Models; Applications

AUs3.0 AUs
Grade Type
PrerequisiteYear 3 standing CE1007, CE1011, CE1107, CE2100
Not Available To Programme
Not Available To All Programme With(Admyr 2021-onwards)
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive WithCZ4041, SC4000
Not Offered As BDEYes
Not Offered As Unrestricted Elective
Exam

Total hours per week: 3 hrs

Available Indexes

MonTueWedThuFri
1230

10808 TUT (SCEL)

1230-1320 Mon

LT20

Wk2-13

1300
1330
1400
1430

COMMON LEC (SCL4)

1430-1620 Wed

LT19

1500
1530
1600

Other offerings

Other Relevant Mods