NTU Mods is updated (kind of) for AY2024/2025!

ModsCZ4041

Machine Learning

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.
AUs3.0 AUs
Exam26 November 2024, 5.00 pm - 07.00 pm
Grade TypeN/A
Maintaining DeptN/A
Prerequisites
, or
, CZ2100 or
, MH2500 or
, MH2500
Mutually Exclusive WithCE4041, MH4510, SC4000
Not Available To ProgrammeACBS, 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 Core
for programmes
N/A
Not Available as PE
for programmes
N/A
Not Available as BDE/UEs
for programmes
MACS, MAEO(BA), MATH(BA)
Not Offered ToN/A

Total hours per week: 3 hrs