Historical snapshot — AY2025/2026 Semester 1 · View current offering →

Machine Learning

AY2025/2026 Semester 1

This course introduces basic concepts and methodologies for machine learning as well as their applications. Clustering. Dimension Reduction. Classification. Decision Theory. Density Estimation. Classifier Evaluation.

AUs	3.0 AUs
Categories	CoreBDE
Not Available To Programme	ACBS, ACC, ADM, AERO, ARED, ASEC, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CEE, CEE 1, CEEC, CHEM, CHIN, CS, CVEC, ECMA, ECON, ECPP, ECPS, EEE, EEE 1, EEEC, EESS, ELAH, ELH, ENE, ENE 1, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MAEC, MAEO(AMAS), MAEO(NULL), MAEO(PMAS), MAEO(STAT), MAT, MATH(AMAS), MATH(NULL), MATH(PMAS), MATH(STAT), ME 1, ME(DES), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PESC, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP(ASEN), REP(BIE), REP(CBE), REP(CE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME), ROBO, SCED, SOC, SSM
Not Available To All Programme With	(Admyr 2021-onwards),
Not Available As BDE/UE To Programme	MACS, MAEO(BA), MATH(BA)
Mutually Exclusive With	CE4041, MH4510, SC4000
Exam

Available Indexes

	Mon	Tue	Wed	Thu	Fri
930
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1100
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	Mon	Tue
1030		COMMON LEC (SCL4) 1030-1220 Tue LT2A, ONLINE Wk1-9,11-13, Teaching Wk10	COMMON LEC (SCL4) 1030-1220 Tue LT2A, ONLINE Wk1-9,11-13, Teaching Wk10
1100
1130
1200
1230		10720 TUT (SCEL) 1230-1320 Tue LT2A, ONLINE Wk2-9,11-13, Teaching Wk10	10720 TUT (SCEL) 1230-1320 Tue LT2A, ONLINE Wk2-9,11-13, Teaching Wk10
1300
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1500
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1600
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1830	COMMON LEC (CSPT3) 1830-1920 Mon TR+8
1900	COMMON LEC (CSPT3) 1830-1920 Mon TR+8
1930	14518 TUT (CSPT3) 1930-2120 Mon TR+8 Wk2-13
2000
2030
2100