Neural Network Deep Learning

Current offering — AY2026/2027 Semester 1

This course aims to provide you with a basic but comprehensive foundation of neural networks and deep learning, including underlying principles, architectures, and learning algorithms of various types of deep neural networks that are essential for future applications of artificial intelligence and data science.

Total hours per week: 3 hrs

AUs	3.0 AUs
Grade Type
Prerequisite	SC1004, SC1007, MH2802, MH1201, MH1403, SC1123
Exam

Prerequisite Graph

Required first

MH1201Linear Algebra Ii MH1403Algorithms & Computing MH2802Linear Algebra For Scientists SC1004Linear Algebra For Computing SC1007Data Structures & Algorithms SC1123Math 1: Linear Algebra & Calculus For Computing

SC4001

Neural Network & Deep Learning

Unlocks

SC4062Generative Artificial Intelligence - Advanced Topics

Available Indexes

	Mon	Tue	Wed	Thu	Fri
930
1000
1030
1100
1130
1200
1230
1300
1330
1400
1430
1500
1530
1600
1630
1700
1730
1800

Other offerings

AY25/26

Semester 1 Semester 2Sp. Term

AY24/25

Semester 1 Semester 2Sp. Term

AY23/24

Semester 1 Semester 2Sp. Term

Other Relevant Mods

SC1001

Introduction To Computational Thinking & Programming

SC1004

Linear Algebra For Computing

SC1005

Digital Logic

SC1006

Computer Organisation & Architecture

SC1007

Data Structures & Algorithms

SC1008

C & C++ Programming

SC1013

Physics For Computing

SC1123

Math 1: Linear Algebra & Calculus For Computing

SC1301

Language & Logic

Not Available To Programme	ACBS, ACC, ADM, ADMC, AERO, ARED, ASEC, BASA, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, BUSD, BUSS, CBE, CBEC, CEE, CEEC, CHEM, CHIN, CMED, COMP, CS, CVEC, ECMA, ECON, ECPP, ECPS, EEE, EEEC, EESS, ELAH, ELH, ENE, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MAEC, MAEO(BA), MAEO(PMAS), MAEO(STAT), MAT, MATH(BA), MATH(PMAS), MATH(STAT), ME(DES), ME(IDMS), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(IDMS), MEEC(IMS), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PESC, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP(ASEN), REP(BIE), REP(CBE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME), ROBO, SCED, SOC, SPPE, SSM
Not Available To All Programme With
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive With	CE4042, CZ4042
Not Offered As BDE
Not Offered As Unrestricted Elective	Yes

Not Available To Programme	ACBS, ACC, ADM, ADMC, AERO, ARED, ASEC, BASA, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, BUSD, BUSS, CBE, CBEC, CEE, CEEC, CHEM, CHIN, CMED, COMP, CS, CVEC, ECMA, ECON, ECPP, ECPS, EEE, EEEC, EESS, ELAH, ELH, ENE, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MAEC, MAEO(BA), MAEO(PMAS), MAEO(STAT), MAT, MATH(BA), MATH(PMAS), MATH(STAT), ME(DES), ME(IDMS), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(IDMS), MEEC(IMS), MEEC(NULL), MEEC(RMS), MS, MS-2ndMaj/Spec(MSB), MTEC, PESC, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP(ASEN), REP(BIE), REP(CBE), REP(CVEN), REP(EEE), REP(ENE), REP(MAT), REP(ME), ROBO, SCED, SOC, SPPE, SSM
Not Available To All Programme With
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive With	CE4042, CZ4042
Not Offered As BDE
Not Offered As Unrestricted Elective	Yes

	Wed	Fri
1430		COMMON LEC (SCL4) 1430-1620 Fri LT19
1500
1530
1600
1630
1700
1730	10520 TUT (SCEL) 1730-1820 Wed LT19 Wk2-13
1800	10520 TUT (SCEL) 1730-1820 Wed LT19 Wk2-13