Application of Artificial Neural Network Modelling
LEVEL : BEGINNER HRDF : CLAIMABLE
TRAINER : ASSOC PROF DR MUHAMMAD RAZA UL MUSTAFA
WHEN
20 - 21 SEPTEMBER 2021
WHERE
MS TEAMS
TIME
9.00AM - 1.00PM
RM 200 FOR PROFESSIONAL
10% Discount for Early Bird (until 20 August 2021) / Group / Students
CONTENT SUMMARY
INTRODUCTION
This is an introductory course for application of artificial neural network (ANN) modelling. A brief background and intro on ANN will be given. The course will mainly focus on development of ANN. Appropriate selection of ANN architecture will be discussed. The course will also provide details on available or commonly used training algorithms and basis functions in different types of neural networks. The course will also provide studies on successful application of ANN in water resources. At the end, a hands on activity to develop an appropriate ANN architecture will be conducted.
- Background and introduction of artificial neural networks.
- Application of ANN and model development.
- Hands-on Activity for ANN Model Development.
WHO SHOULD ATTEND?
- Engineers, Researchers & postgraduate students
OBJECTIVES
Upon completion of this course, participants will be able to:
- Describe different types of artificial neural networks.
- Appropriate selection of ANN structure.
- Develop an appropriate architecture of neural network.
1. Associate Professor Dr Muhammad Raza Ul Mustafa (UTP)
Dr Muhammad Raza Ul Mustafa is an Associate Professor at Civil & Environmental Engineering, Universiti Teknologi PETRONAS. He has over 10 years of working experience as an academician, researcher, and channel design engineer. His expertise includes hydrological modelling, water quality, sediment transport, soil erosion management practices, flood protection works and channel design. He has authored 77 papers indexed in several databases including the ISI and Scopus indexed journals and proceeding (Scopus ORCID: 0000-0002-1763-4152) with over 47.32 cumulative ISI impact factor. He has secured 17 research grants from various agencies in Malaysia, which makes a total sum of approx. 1.548 million MYR. He has graduated 6 PhD students and 3 MSc students by research. He has won several awards including 7 Gold, 6 Silver, 5 Bronze, best paper, best presenter, best poster and outstanding researcher award at university, national and international research platforms. In addition to the academic and researcher positions, he has lead several taskforces and involved in committees / boards / teams / activities such as editorial board of journals, editor of conference proceedings, scientific advisory board, technical committees, Q1/Q2 journals reviewer, keynote speaker, PhD/MSc thesis examiner, chairman, trainer, organizer, facilitator, panel of judges in research exhibitions etc.
REGISTRATION FEES
Professional
myr200
*fee quoted does not include SST, GST/VAT or withholding tax (if applicable)
Early bird/ group/ student
myr180
*fee quoted does not include SST, GST/VAT or withholding tax (if applicable)
OUR LOCATION
Centre for Advanced & Professional Education (CAPE)
Level 16, Menara 2,
Menara Kembar Bank Rakyat,
50470, Jalan Travers,
Kuala Lumpur.
CALL US
+605 - 368 7558
DROP US AN EMAIL
cape@utp.edu.my