- 19 - 21 May 2025
Data Analytics and Machine Learning over Cloud Platform
19th – 21st May 2025 (Monday to Wednesday)
Decision Sciences Technology Laboratory (A211), S H Ho Academic Building
The Hang Seng University of Hong Kong
Introduction
In today's digital landscape, data analytics and machine learning are essential for driving innovation and decision-making. For implementing these technologies, cloud platforms offer scalable and efficient solutions. This workshop aims to equip participants with the skills to leverage cloud-based tools of data analytics and machine learning for transforming business processes and innovating new business models.
Objectives
- Understand the fundamentals of data analytics and machine learning
- Explore cloud platforms suitable for these technologies
- Implement data analytics and machine learning solutions on the cloud
- Analyze real-world data sets using cloud tools (e.g. AWS Cloud, Microsoft Power Automate, Microsoft Power BI, Simio DES Platform, Google Colab)
Learning Outcomes
This workshop provides a comprehensive introduction to data analytics and machine learning using cloud platforms, offering firsthand experience and practical knowledge. Participants will leave equipped with the tools and skills needed to implement data-driven solutions in their organizations.
Workshop Structure
- THREE full-day workshops with two 3-hour sessions each day
- Venue: Decision Sciences Technology Laboratory (A211), S H Ho Academic Building, HSUHK
- Quota: 28
- Medium of language: English
Day 1: Introduction to Data Analytics and Cloud Platforms
Session 1:
- Speaker: Dr CHU Chun Fai, Carlin (朱振輝博士)
Assistant Professor
MSc-DSAI Associate Programme Director (HK)
The Hang Seng University of Hong Kong - Topic: Fundamentals of Data Analytics and Machine Learning
- Overview and key concepts
- Applications of data analytics, machine learning and cloud technology
- Hands-on exercise over cloud platform (e.g. AWS System)
Session 2:
- Speaker: Dr WU Chun Ho, Jack (胡鎮浩博士)
Associate Professor
Associate Head of Cloud Innovation School
BSc-BAIM Programme Director
The Hang Seng University of Hong Kong - Topic: Introduction to Cloud Platforms and Blockchain
- Overview of cloud computing
- Benefits for data analytics and blockchain machine learning
- A simulation game for learning Blockchain
Day 2: Data Analytics for Process Automation and Simulation
Session 3:
- Speaker: Dr LAM Hoi Yan, Cathy (藍凱欣博士)
Assistant Professor
BSc-BAIM Associate Programme Director
Director of Big Data Intelligence Centre
The Hang Seng University of Hong Kong - Topic: Introduction to Data Analytics and Process Automation
- Key concepts and algorithms
- Using cloud tools for data processing (e.g. Microsoft Power Automate & Power BI)
- Process automation and business analytics
Session 4:
- Speaker: Dr TANG Valerie (鄧慧盈博士)
Assistant Professor
The Hang Seng University of Hong Kong - Topic: Simulation Model for Business Analytics
- Introduction to simulation model (e.g. Simio)
- Building and evaluating models and techniques
- Hands-on exercise of simulation model
Day 3: Advanced Techniques and Case Studies
Session 5:
- Speaker: Mr CHAN Kin Wing Kenneth (陳健榮先生)
Senior Lecturer
The Hang Seng University of Hong Kong - Topic: Advanced Data Analytics and Machine Learning Techniques
- Training and evaluating models on the cloud
- Analytical techniques and visualization
Session 6:
- Speaker: Dr HO To Sum, George (何道森博士)
Associate Professor
Associate Director (Digital Learning) of Centre for Teaching and Learning
BBA-SCM Programme Director
The Hang Seng University of Hong Kong - Topic: Real-world Case Studies
- Analyzing real business cases and the use of datasets
- Generating data-driven insights and reporting
Click HERE to view the Professional Training poster and detailed rundown.
Materials Provided
- Workshop slides and notes
- Access to cloud platform trial accounts
- Sample datasets for practice
Eligibility
Individuals with a bachelor's degree or higher who are interested in pursuing graduation roles in data analytics and machine learning: Data Analysts, IT Professionals, Business Analysts and Applied Big Data Management.
Registration
- Course Fee:
HKD$1250 (Early bird)
(Due Date: 27th March 2025)
HKD$1550 (Regular)
(Due Date: 24th April 2025)
Co-organisers
- Cloud Innovation School (CIS) of The Hang Seng University of Hong Kong
- Graduate School (GS) of The Hang Seng University of Hong Kong