Not offered in the current semester · Last offered AY2025/2026 Semester 2

Machine Learning

Last offered — AY2025/2026 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.

Total hours per week: 3 hrs

AUs	3.0 AUs
Grade Type
Prerequisite	Year 3 standing CZ1007, CZ1011, CZ1107, CZ2100, CZ1007, MH2500
Exam

Prerequisite Graph

Required first

CZ1007Data Structures CZ1011Engineering Mathematics I CZ1107Data Structures & Algorithms CZ2100Probability & Statistics For Computing MH2500Probability

CZ4041

Machine Learning

Unlocks

No modules unlocked

Available Indexes

	Mon	Wed
1230	10708 TUT (SCEL) 1230-1320 Mon LT20 Wk2-13
1300	10708 TUT (SCEL) 1230-1320 Mon LT20 Wk2-13
1330
1400
1430		COMMON LEC (SCL4) 1430-1620 Wed LT19
1500
1530
1600

Other offerings

AY25/26

Semester 1Semester 2Sp. Term

AY24/25

Semester 1 Semester 2Sp. Term

AY23/24

Semester 1 Semester 2Sp. Term

AY22/23

Semester 1 Semester 2Sp. Term

AY21/22

Semester 1 Semester 2Sp. Term

AY20/21

Semester 1Semester 2Sp. Term

AY19/20

Semester 1Semester 2Sp. Term

AY18/19

Semester 1Semester 2Sp. Term

AY17/18

Semester 1Semester 2Sp. Term

AY16/17

Semester 1Semester 2Sp. Term

AY15/16

Semester 1Semester 2Sp. Term

AY14/15

Semester 1Semester 2Sp. Term

Other Relevant Mods

CZ3001

Advanced Computer Architecture

CZ3002

Advanced Software Engineering

CZ3005

Artificial Intelligence

CZ3006

Computer Network

CZ4013

Distributed Systems

CZ4031

Database System Principles

CZ4034

Information Retrieval

CZ4042

Neural Network & Deep Learning

CZ4046

Intelligent Agents

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)
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive With	CE4041, MH4510, SC4000
Not Offered As BDE	Yes
Not Offered As Unrestricted Elective