Historical snapshot — AY2024/2025 Semester 2 · View current offering →

Machine Learning

AY2024/2025 Semester 2

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, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP(ASEN), REP(BIE), REP(CBE), REP(CE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME), 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		Wed
1230	10807 TUT (SCEL) 1230-1320 Mon ONLINE, LT27 Wk3, Teaching Wk2,4-13	10807 TUT (SCEL) 1230-1320 Mon ONLINE, LT27 Wk3, Teaching Wk2,4-13
1300
1330
1400
1430			COMMON LEC (SCL4) 1430-1620 Wed ONLINE, LT23 Wk3, Teaching Wk1,2,4-13	COMMON LEC (SCL4) 1430-1620 Wed ONLINE, LT23 Wk3, Teaching Wk1,2,4-13
1500
1530
1600