Staff Profile

School of Science and Technology People Key Staff Staff Profile
Prof. Lee Wang Fat Fred 李宏發教授
BSc (Hons) PolyU, PhD PolyU
Associate Dean
Professor
School of Science and Technology

Biography

Prof. Fred Lee obtained his BSc (Hons) and PhD from, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University in 2003 and 2007 respectively. He worked as a Post-doctoral fellow at the same Department in 2008 before he joined OUHK as a Lecturer in 2009.

Teaching Areas & Research Interests

  • Environmental Biochemistry
  • Harmful Algal Blooms
  • Coastal Wetland
  • Proteomics

Academic & Professional Experience

Research Grants (In the Past 5 years)

  • PI, Dynamic Crosstalk Between Algicidal Bacterial Isolate Sagittula marina (F5) and Algal-associated Bacteria, and Regulation of F5 Efficacy Against Karenia mikimotoi Based on Metabolomic and Proteomic Analyses (2025), FDS (RGC), HK$992,320
  • Co-I, Unveiling abiotic and biotic factors influencing allelopathic interactions between harmful algal species Karenia mikimotoi and Karenia papilionacea and the molecular mechanism (2025), FDS (RGC), HK$860,530
  • PI, Modulation of Ichthyotoxicity of Karenia mikimotoi by Two Associated Alteromonas oceani Isolates (R2 and Y8) and Algal-bacterial Molecular Interaction Under Effects of Different Biotic and Abiotic Factors (2023), FDS (RGC), HKD$ 1,390,400 
  • PI, Training Citizen Scientist to Study Seasonal Dynamics of Phytoplankton and Its Relationship With Coastal Water Quality of Non-gazetted Beach in Western and Southern parts of Hong Kong  (2022), Marine Conservation Enhancement Fund (MCEF), HKD$ 1,514,430
  • PI, Community Structure and Metaproteomics of Microorganism Assemblages Collected from Pneumatophores of Avicennia marina in mangrove Ecosystem (2022), FDS (RGC), HKD$ 1,321,400
  • PI, Set-up of the Metropolitan Algal Repository and Supply (MARS): for conservation, research and commercial development in coastal environment of Greater Bay Area (GBA) (2022), Research Impact Fund (HKMU), HKD$ 999,948
  • PI, Strengthen the capability and capacity for cutting-edge coastal wetland research (2021), Research Matching Grant (HKMU), HKD$ 3,110,205
  • PI, Mechanism Underlying Algicidal Activity of P4, a Novel Bacterium Isolated from an Algal Bloom in Hong Kong, against Ichthyotoxic Dinoflagellate Karenia mikimotoi (2021),  FDS (RGC), HKD$ 894,800
  • PI (Project Leader), University Research Facilities for Basic and Applied Coastal Wetland Research in the Guangdong-Hong Kong-Macao Greater Bay Area (2020), IDS RIG (RGC), HKD$ 9,302,438
  • PI, Investigation on the biodiversity, abundance and association of epiphytic microalgae on pneumatophores of mangrove and their molecular responses to different environmental variation (2020), Research & Development Fund (HKMU), HKD$ 150,000
  • PI, Molecular Responses of Fish Gills Experimentally Exposed to Ichthyotoxic Dinoflagellate Karenia mikimotoi (2019), FDS (RGC), HKD$ 699,523

Other Grants (In the Past 5 years)

  • PI, Workshops on Exploratory Activities for Enriching Teachers' Pedagogies on Effective Learning and Teaching of Science and Technology in General Studies (2023), EDB, HKD$ 1,398,000
  • PI, Workshops on Applying Science Process Skills and Technology on STEM Education for Teachers of Primary Schools (2021), EDB, HKD$ 1,395,000
  • Team member, Industrial Attachment Project for Science and Technology Students (2021), EDB, HKD$ 9,304,000
  • Leader, Production of Learning and Teaching Resource Package on Practical Activities related to Biotechnology and Microbiology cum Training Programmes, EDB, HKD$ 1,299,983

 Organizing Seminar/Conference (In the Past 5 years)

  • Chairman of the organizing committee, International Conference on Algal Research, Application, and Management, August 22 - 24, 2023 Hong Kong
  • Chairman of the organizing committee, International Conference on Conservation and Sustainable Development of Coastal Wetland, April 20 - 22, 2023 Hong Kong.
  • Chairman of the organizing committee, International Conference on Green Materials Manufacturing and Testing 2022, 22 July 2022
  • Chairman of the organizing committee, Seminar on Coastal Wetland Research and Management, 3 September 2021

Selected Publications

Book Chapters

  • Siu-Hang Fung, Emily Sze-Wan Wong, Ching-Yi O, Sidney Man-Ngai Chan, Eric Tung-Po Sze, Wai-Fun Tang, Chi-Ho Lee, Fred Wang-Fat Lee (2024). Sample Optimization of Fast Authentication of Concentrated Chinese Medicine Granules Using FTIR-ATR with Chemometrics. In: Nagar, A.K., Jat, D.S., Mishra, D., Joshi, A. (eds) Intelligent Sustainable Systems. WorldS4 2023. Lecture Notes in Networks and Systems, vol 803. Springer, Singapore

Journal Articles

  • Thomas Chun-Hung Lee, Winnie Lam, Nora Fung-Yee Tam, Steven Jing-Liang Xu, Chak-Lam Lee, Fred Wang-Fat Lee* (2024). Proteomic Insights of Interaction between Ichthyotoxic Dinoflagellate Karenia mikimotoi and Algicidal Bacteria Maribacter dokdonensis. Marine Pollution Bulletin 209, 117227
  • Lu Tang, Nora Fung-Yee Tam, Winnie Lam, Thomas Chun-Hung Lee, Steven Jing-Liang Xu, and Fred Wang-Fat Lee*. (2024). Insights into Nitrogen-Associated Protein 50 (NAP50) as a Tyrosyl–DNA Phosphodiesterase in Dinoflagellates. Microorganisms 12, 11: 2286.
  • Kit-Ling Lam, Nora Fung-Yee Tam, Steven Jing-Liang Xu, Wing-Yin Mo, Yuet-Tung Tse, Kaze King-Yip Lai, Ping-Lung Chan, Fred Wang-Fat Lee* (2024). Habitat variations of sediment microbial community structure and functions and the influential environmental factors in a Ramsar protected wetland in South China. Marine Pollution Bulletin 209, 117166
  • Lu Tang, Nora Fung-Yee Tam, Winnie Lam, Thomas Chun-Hung Lee, Steven Jing-Liang Xu, Chak-Lam Lee and Fred Wang-Fat Lee* (2024). Interpreting the Complexities of the Plastid Genome in Dinoflagellates: A Mini-Review of Recent Advances. Plant Molecular Biology 114:114
  • Brian Yu-Keung Wong, Yang-Hang Chen, Kai-Hui Cui, Hai-Chao Zhou, Feng-Lan Li, Nora Fung-Yee Tam, Fred Wang-Fat Lee*, Steven Jing-Liang Xu (2024). Differential allelopathic effects of mangrove plants Kandelia obovata and Aegiceras corniculatum on harmful algal species: Potential applications in algal bloom control. Marine Pollution Bulletin 207,116874,
  • Varsha Bohra, Nora Fung-Yee Tam, Luzhen Chen, Kaze King-Yip Lai, Winnie Lam, Steven Jingliang Xu, Haichao Zhou, Tao Lang, Chak-Lam Lee, Fred Wang-Fat Lee* (2024). Untangling Structural and Functional Diversity of Prokaryotic Microbial Assemblage on Mangrove Pneumatophores. Journal of Marine Science and Engineering 12(5), 802
  • Thomas Chun-Hung Lee, Winnie Lam, Nora Fung-Yee Tam, Steven Jing-Liang Xu, Wing Lam Chung, Fred Wang-Fat Lee* (2024). Revealing the algicidal characteristics of Maribacter dokdonensis: An investigation into bacterial strain P4 isolated from Karenia mikimotoi bloom water. Journal of Phycology, 60(2), 541-553
  • Edwin Ho-Wai Leung, Winnie Lam, Chui-Man Lo., Fred Wang-Fat Lee, Steven Jingliang Xu. (2024). Novel Nitrogen-Doped Zinc Oxide (ND-ZnO) Algal-Bioreactor System for Methylene Blue Wastewater Treatment. Journal of Environmental Engineering (United States), 150(2), 04023102.
  • Lam, Kit-Ling, Yu-Hin Lam, Angie Ying-Sim Ng, Ken Kwok-Yin So, Nora Fung-Yee Tam, Fred Wang-Fat Lee*, and Wing-Yin Mo. (2023). The Impact of Anthropogenic Pollution on Tidal Water Quality in Mangrove Wetlands. Journal of Marine Science and Engineering 11(12), 2374.
  • Hai Chao Zhou, Hui Xing Kang, Jian Wei, Chang Jun Gao, Muzammil Hussain, Yi Jian Fu, Ming Dang Li, Feng Lan Li1, Steven Jing Liang, Fred Wang Fat Lee, Ming Guo Jiang, Yi Bing Wang, Xiao Xia Chen, Nora Fung Yee Tam, and Tao Lang. (2023) Microcosm study on fate and dynamics of mangrove tannins during leaf litter leaching. Ecological Processes 12, 37
  • Kit-Ling Lam, Nora Fung-Yee Tam, Steven Jing-Liang Xu, Wing-Yin Mo, Ping-Lung Chan, Fred Wang-Fat Lee*. (2023) Intra- and inter-habitat variation in sediment heavy metals, antibiotics and ecological risks in Mai Po RAMSAR, China. Marine Pollution Bulletin 193, 115178
  • Huilan Zhu, Yuqing Guo, Haichao Zhou, Yi-Jia Shih, Fenglan Li, Fred Wang Fat Lee, Steven Jingliang Xu, Nora Fung Yee Tam. (2023) A New Species of Free-Living Nematode (Enoplida: Enchelidiidae) from the Mangrove Wetlands of China. Journal of Marine Science and Engineering 11(7), 1412
  • Tao Lang, Ping-Ping Wei, Shen Li, Hui-Lan Zhu, Yi-Jian Fu, Ke-Ying Gan, Steven Jing-Liang Xu, Fred Wang-Fat Lee, Feng-Lan Li, Ming-Guo Jiang, Nora Fung-Yee Tam, Hai-Chao Zhou. (2023) Lessons from A Degradation of Planted Kandelia obovata Mangrove Forest in the Pearl River Estuary, China. Forests 14(3), 532
  • Thomas Chun- Hung Lee, Kaze King-Yip Lai, Steven Jingliang Xu, Fred Wang-Fat Lee *. (2023) Upregulation of Peridinin-Chlorophyll A-Binding Protein in a Toxic Strain of Prorocentrum hoffmannianum under Normal and Phosphate-Depleted Conditions. International Jorunal of Molecular Sciences 24(2), 1735
  • Winnie Lam, Emily Man-Shan Cheung, Nora Fung-Yee Tam, Thomas Chun- Hung Lee, Celia Sze-Nga Kwok, Kaze King-Yip Lai, Steven Jingliang Xu, Fred Wang-Fat Lee *. (2022) Effects of salinity on growth and in vitro ichthyotoxicity of three strains of Karenia mikimotoi. Journal of Marine Science and Engineering 10(9),1236.
  • Steven Jing-Liang Xu, Sophie Cheuk-Yan Chan, Brian Yu-Keung Wong, Hai-Chao Zhou, Feng-Lan Li, Nora Fung-Yee Tam, Fred Wang-Fat Lee*. (2022) Relationship Between Phytoplankton Community and Water Parameters in Planted Fringing Mangrove Area in South China. Science of the Total Environment 817, 152838
  • Steven Jing-Liang Xu, Kam-Chau Wu, Winnie Lam, Fred Wang-Fat Lee*. (2022) Evaluation of a Causative Species of Harmful Algal Blooming, Prorocentrum triestinum, as a Sustainable Source of Biosorption on Cadmium. Journal of Marine Science and Engineering10(6), 837.
  • Yang-Mei Yu, Peggy Miu-Yee Poon, Aayushi Ashok Sharma, Sidney Man-Ngai Chan, Fred Wang-Fat Lee, Ian Wing-Yin Mo, Eric Tung-Po Sze. (2022) Colonization of Lactobacillus rhamnosus GG in Cirrhinus molitorella (Mud Carp) Fingerling: Evidence for Improving Disease Resistance and Growth Performance. Applied Microbiology 2(1), 175-184
  • Celia Sze-Nga Kwok, Kaze King-Yip Lai, Winnie Lam, Steven Jing-Liang Xu, Sai-Wo Lam, Fred Wang-Fat Lee*. (2021) Proteome Analysis of Whole-Body Responses in Medaka Experimentally Exposed to Fish-Killing Dinoflagellate Karenia mikimotoi. International Journal of Molecular Sciences 22 (21), 11625
  • Kin-Ka Chan, Nora Fung-Yee Tam, Christie Ng, Celia Sze-Nga Kwok, Steven Jing-Liang Xu, Eric Tung-Po Sze, Fred Wang-Fat Lee*. (2021) Proteome Response of Meretrix Bivalves Hepatopancreas Exposed to Paralytic Shellfish Toxins Producing Dinoflagellate Gymnodinium catenatum. Journal of Marine Science and Engineering 9(9),1039
  • Thomas Chun-Hung Lee, Ping-Lung Chan, Nora Fung-Yee Tam, Steven Jing-Liang Xu, Fred Wang-Fat Lee*. (2021) Establish Axenic Cultures of Armored and Unarmored Marine Dinoflagellate Species Using Density Separation, Antibacterial Treatments and Stepwise Dilution Selection. Scientific Reports 11, 202
  • Jiehan Duan, Jie Han, Siu Gin Cheung, Kong Yuen Chong Richard, Chui-Man Lo, Fred Wang-Fat Lee, Steven Jing-liang Xu, Yang Yang, Nora Fung-Yee Tam and Haichao Zhou. (2021) How Mangrove Plants Affect Microplastic Distribution in Sediments of Coastal Wetlands: Case Study in Shenzhen Bay, South China. Science of the Total Environment 767, 144695
  • Kit-Ling Lam, Wai-Po Kong, Po-Yi Ling, Tsz-Ho Lau, Kin-Hang Ho, Fred Wang-Fat Lee, Ping-Lung Chan (2020) Antibiotic-Resistant Bacteria in Hydroponic Lettuce in Retail: A comparative Survey. Foods 9, 1327.
  • Simon Yat-Fan Ho, Steven Jing-Liang Xu, Fred Wang-Fat Lee*. (2020) Citizen Science: An Alternative Way For Water Monitoring in Hong Kong. PLoS ONE 15(9): e0238349.
  • Sirius Pui-Kam Tse^, Fred Wang-Fat Lee^, Daniel Yun-Lam Mak, Hang-Kin Kong, Kenrick Kai-Yuen Chan, Pak-Yeung Lo, Samuel Chun-Lap Lo. (2020) Production of Paralytic Shellfish Toxins (PSTs) in Toxic Alexnadrium Catenella is Interwined with Photosynthesis and Energy Production. Toxins 12, 477 (^Authors with equal contributions)
  • Thomas Chun-Hung Lee, Kaze King-Yip Lai, Celia Sze-Nga Kwok, Steven Jing-Liang Xu, Fred Wang-Fat Lee*. (2020) Comparison of Five TRIzol-Based Protein Preparation Methods for 2-DE Production From Challenging Marine Dinoflagellate Samples: A Case Study on Two Benthic Prorocentrum Species. Journal of Marine Science and Engineering 8(5), 363
  • Thomas Chun-Hung Lee, Ping-Lung Chan, Steven Jing-Liang Xu, Fred Wang-Fat Lee*. (2020) Comparison of growth and toxicity responses between non-toxic and toxic strains of Prorocentrum hoffmannianum. Aquatic Biology 29:59-70.
  • Steven Jing-Liang Xu, Kam-Chau Wu, Sophie Cheuk-Yan Chan, Yiu-Hung Yau, Kin-Ka Chan, Fred Wang-Fat Lee*. (2020) Investigation of Growth, Lipid Productivity, and Fatty Acid Profiles in Marine Bloom-Forming Dinoflagellates as Potential Feedstock for Biodiesel. Journal of Marine Science and Engineering 8(5), 381
  • Celia Sze-Nga Kwok, Kaze King-Yip Lai, Sai-Wo Lam, Kin-Ka Chan, Steven Jing-Liang Xu, Fred Wang-Fat Lee*. (2020) Production of high-quality two-dimensional gel electrophoresis profile for marine medaka samples by using Trizol-based protein extraction approaches. Proteome Science 18(5), 1-13
  • Kin-Ka Chan, Celia Sze-Nga Kwok, Eric Tung-Po Sze, Fred Wang-Fat Lee*. (2018) Evaluation of the Use of TRIzol-Based Protein Extraction Approach for Gel-Based Proteomic Analysis of Dried Seafood Products and Chinese Tonic Foods. International Journal of Molecular Sciences 19 (7), 1998
  • Roy Chi-Ho Chan, Steven Sai-Wo Lam, Fiona Long-Yan Fong, Dominic Tak-Wah Chan, Fred Wang-Fat Lee, Eric Tung-Po Sze. (2018) Optimization of protein extraction and two-dimensional gel electrophoresis profiles for the identification of Cordyceps sinensis and other similar species. PLoS ONE 13(8): e0202779.
  • Thomas Chun-Hung Lee, Fiona Long-Yan Fong, Kin-Chung Ho, Fred Wang-Fat Lee*. (2016) The Mechanism of Diarrhetic Shellfish Poisoning Toxin Production in Prorocentrum spp.: Physiological and Molecular Perspectives. Toxins 272 (8), 1-23
  • Celia Sze -Nga Kwok, Wan Wing Wai, Kin Ka Chan, Steven Jin-Liang Xu, Fred Wang-Fat Lee, Kin Chung Ho. (2016) A microalgal species Karenia mikimotoi rarely appeared in Hong Kong caused serious fish kill incident recently. Harmful Algal News, 53: 4
  • Eva Pintado Castilla, Davi Gasparini Fernandes Cunha, Fred Wang-Fat Lee, Steven Loiselle, Kin Chung Ho, Charlotte Hall. (2015) Quantification of phytoplankton bloom dynamics by citizen scientists in urban and peri-urban environments. Environmental monitoring and assessment 187(11): 690
  • Xin-Xin Ai, Jun-Rong Liang, Ya-Hui Gao, Samuel Chun-Lap Lo, Fred Wang-Fat Lee, Chang-Ping Chen, Chun-Shan Luo and Chao Du. (2014) MALDI-TOF MS analysis of the extracellular polysaccharides released by the diatom Thalassiosira pseudonana under various nutrient conditions. Journal of Applied Phycology 25(2), 477-484
  • Xueping Chen, Shisan Xu, Tianfeng Tan, Sin Ting Lee, Shuk Han Cheng, Fred Wang-Fat Lee, Steven Jing Liang Xu and Kin Chung Ho. (2014) Toxicity and Estrogenic Endocrine Disrupting Activity of Phthalates and Their Mixtures. International Journal of Environmental Research and Public Health 11, 3156-3168
  • Fred Wang-Fat Lee, Kin-Chung Ho, Daniel Yun-Lam Mak, Junrong Liang, Changping Chen, Yahui Gao and Samuel Chun-Lap Lo. (2013) Cellular Protein/Peptide Expression Profiles (PEPs): an alternative approach for easy identification of cyanobacterial species. Journal of Integrated OMICS 3(2), 174-184
  • Kin-Chung Ho, Steven Jinliang Xu, Kam-Chau Wu, Fred Wang-Fat Lee* (2013). Effective growth of dinoflagellate Prorocentrum minimum by cultivating the cells using municipal wastewater as nutrient source. Water Science and Technology 68(5), 1100-1106
  • Thomas Chun-Hung Lee, Oi-Ting Kwok, Kin-Chung Ho, Fred Wang-Fat Lee* (2012). Effects of nitrate and phosphate on the growth and toxin production of an Alexandrium tamarense strain collected from Drake Passage. Marine Environmental Research. 81, 62-69
  • Kin-Chung Ho, Thomas Chun-Hung Lee, Oi-Ting Kwok, Fred Wang-Fat Lee* (2012) Phylogenetic analysis on a strain of Alexandrium tamarense collected from Antarctic Ocean. Harmful Algae 15, 100-108
  • Chung-Him Yu, Peter Hoi-Fu Yu, Kin-Chung Ho and Fred Wang-Fat Lee* (2011). Isolation and Identification of a New Tetrodotoxin-Producing Bacterial Species, Raoultella terrigena, from Hong Kong Marine Puffer Fish Takifugu niphobles. Marine Drugs 9(11), 2384-2396.
  • Fred Wang-Fat Lee, Kin-Chung Ho, Daniel Yun-Lam Mak, Samuel Chun-Lap Lo. (2011) Authentication of the proteins expression profiles (PEPs) identification methodology in a bloom of Karenia digitata, the most damaging harmful algal bloom causative agent in the history of Hong Kong. Harmful Algae 12, 1-10.
  • Fred Wang-Fat Lee, David Morse and Samuel Chun-Lap Lo. (2009) Identification of two plastid proteins in the dinoflagellate Alexandrium affine that are substantially down-regulated by nitrogen-depletion. Journal of Proteome research 8(11), 5080-5092
  • Fred Wang-Fat Lee, Kin-Chung Ho and Samuel Chun-Lap Lo (2008). Rapid Identification of Dinoflagellates Using Protein Profiling With Matrix-Assisted Laser Desorption/Ionization Mass Spectrometry. Harmful Algae 7, 551-559.
  • Fred Wang-Fat Lee and Samuel Chun-Lap Lo. (2008) The use of Trizol reagent (phenol/guanidine isothiocyanate) for producing high-quality two-dimensional gel electrophoretograms (2-DE) of dinoflagellates. Journal of Microbiological Methods 73(1), 26-32
  • Fred Wang-Fat Lee and Samuel Chun-Lap Lo. (2007) Proteomic Study of Micro-Algae: Sample Preparation for Two-Dimensional Gel Electrophoresis and De Novo Peptide Sequencing Using MALDI-TOF MS. Current Proteomics 4(2), 67-78.

Selected Professional & Community Services

  • Honorary Fellowship, The Hong Kong Polytechnic University (2009 - 2012)
  • Member, Association on Harmful Algal Blooms in the South China Sea
  • Council Member, Hong Kong Proteomic Society (HKPS) (2024 - current)

Modified Date: 18 Nov, 2024
Edit Profile

Jonathan Chiu
Marketing Director
3DP Technology Limited

Jonathan handles all external affairs include business development, patents write up and public relations. He is frequently interviewed by media and is considered a pioneer in 3D printing products.

Krutz Cheuk
Biomedical Engineer
Hong Kong Sanatorium & Hospital

After graduating from OUHK, Krutz obtained an M.Sc. in Engineering Management from CityU. He is now completing his second master degree, M.Sc. in Biomedical Engineering, at CUHK. Krutz has a wide range of working experience. He has been with Siemens, VTech, and PCCW.

Hugo Leung
Software and Hardware Engineer
Innovation Team Company Limited

Hugo Leung Wai-yin, who graduated from his four-year programme in 2015, won the Best Paper Award for his ‘intelligent pill-dispenser’ design at the Institute of Electrical and Electronics Engineering’s International Conference on Consumer Electronics – China 2015.

The pill-dispenser alerts patients via sound and LED flashes to pre-set dosage and time intervals. Unlike units currently on the market, Hugo’s design connects to any mobile phone globally. In explaining how it works, he said: ‘There are three layers in the portable pillbox. The lowest level is a controller with various devices which can be connected to mobile phones in remote locations. Patients are alerted by a sound alarm and flashes. Should they fail to follow their prescribed regime, data can be sent via SMS to relatives and friends for follow up.’ The pill-dispenser has four medicine slots, plus a back-up with a LED alert, topped by a 500ml water bottle. It took Hugo three months of research and coding to complete his design, but he feels it was worth all his time and effort.

Hugo’s public examination results were disappointing and he was at a loss about his future before enrolling at the OUHK, which he now realizes was a major turning point in his life. He is grateful for the OUHK’s learning environment, its industry links and the positive guidance and encouragement from his teachers. The University is now exploring the commercial potential of his design with a pharmaceutical company. He hopes that this will benefit the elderly and chronically ill, as well as the society at large.

Soon after completing his studies, Hugo joined an automation technology company as an assistant engineer. He is responsible for the design and development of automation devices. The target is to minimize human labor and increase the quality of products. He is developing products which are used in various sections, including healthcare, manufacturing and consumer electronics.

Course Code Title Credits
  COMP S321F Advanced Database and Data Warehousing 5
  COMP S333F Advanced Programming and AI Algorithms 5
  COMP S351F Software Project Management 5
  COMP S362F Concurrent and Network Programming 5
  COMP S363F Distributed Systems and Parallel Computing 5
  COMP S382F Data Mining and Analytics 5
  COMP S390F Creative Programming for Games 5
  COMP S492F Machine Learning 5
  ELEC S305F Computer Networking 5
  ELEC S348F IOT Security 5
  ELEC S371F Digital Forensics 5
  ELEC S431F Blockchain Technologies 5
  ELEC S425F Computer and Network Security 5
 Course CodeTitleCredits
 ELEC S201FBasic Electronics5
 IT S290FHuman Computer Interaction & User Experience Design5
 STAT S251FStatistical Data Analysis5
 Course CodeTitleCredits
 COMPS333FAdvanced Programming and AI Algorithms5
 COMPS362FConcurrent and Network Programming5
 COMPS363FDistributed Systems and Parallel Computing5
 COMPS380FWeb Applications: Design and Development5
 COMPS381FServer-side Technologies and Cloud Computing5
 COMPS382FData Mining and Analytics5
 COMPS390FCreative Programming for Games5
 COMPS413FApplication Design and Development for Mobile Devices5
 COMPS492FMachine Learning5
 ELECS305FComputer Networking5
 ELECS363FAdvanced Computer Design5
 ELECS425FComputer and Network Security5