Neural Network Deep Learning

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.

AUs	3.0 AUs
Exam	23 November 2024, 1.00 pm - 03.00 pm
Grade Type	N/A
Maintaining Dept	N/A
Prerequisites	SC1004 , SC1007 or MH2802 , SC1007
Mutually Exclusive With	CE4042, CZ4042
Not Available To Programme	ACBS, ACC, ADM, AERO, ARED, ASEC, BASA, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CEE, CEE 1, CEEC, CHEM, CHIN, CMED, COMP, 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(BA), MAEO(PMAS), MAEO(STAT), MAT, MATH(BA), MATH(PMAS), MATH(STAT), ME 1, ME(DES), ME(IMS), ME(NULL), ME(RMS), MEEC(DES), MEEC(IMS), 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, SPPE, SSM
Not Available To All Programme With	(Admyr 2011-2020)
Not available as Core for programmes	N/A
Not Available as PE for programmes	N/A
Not Available as BDE/UEs for programmes	N/A
Not Offered To	N/A

Total hours per week: 3 hrs

Available Indexes

	Wed	Fri
1230		COMMON LEC (SCL4) 1230-1420 Fri LT2A
1300
1330
1400
1430
1500
1530
1600
1630
1700
1730	10388 TUT (SCEL) 1730-1820 Wed LT2A Wk2-13
1800	10388 TUT (SCEL) 1730-1820 Wed LT2A Wk2-13

Other Relevant Mods

SC1003

Introduction To Computational Thinking & Programming

SC1004

Linear Algebra For Computing

SC1005

Digital Logic

SC1006

Computer Organisation & Architecture

SC1007

Data Structures & Algorithms

SC1013

Physics For Computing

SC1015

Introduction To Data Science & Artificial Intelligence

SC2000

Probability & Statistics For Computing

SC2001

Algorithm Design & Analysis