This module provides financial professionals with a solid grounding in AI, machine learning (ML), and deep learning, covering key concepts like supervised, unsupervised, and reinforcement learning. Participants will explore real-world financial applications, such as fraud detection and algorithmic trading, while learning the end-to-end process of developing ML models. The module also introduces advanced architectures like neural networks, transformers, and multi-modal models, highlighting their use in finance. Additionally, it raises awareness of ethical challenges—including bias, fairness, and governance—ensuring responsible AI adoption in financial decision-making. This foundational knowledge equips learners to harness AI’s potential while mitigating risks in a regulated industry.
Topic:
Understanding Artificial Intelligence / Machine Learning
Machine Learning Process
Neural Networks, Deep Learning,,DNNs & CNNs
General AI & Narrow AI vs General AI
Bias in AI Systems
Impacts of AI Systems
AI Governance
Enrollment
- Enrollment of virtual CPD programmes can only be made through VTC’s Continuing & Professional Education website (https://cpe.vtc.edu.hk/en). The programme fees must be paid online by Credit Card (Visa / Master). Only enrollment with completed information and payment will be processed.
- Applicants should upload* a copy of your Hong Kong Identity (HKID) Card/ Passport / Travel Document, or valid visa / entry permit for study issued by the Immigration Department of the Hong Kong Special Administrative Region (HKSAR) during the enrollment process for identity verification purpose. The uploaded image should only show your full name in both English and Chinese with your photo. Other personal information must be covered.
* File size shall be less than 4 MB. File format shall be in jpg, jpeg, pdf or png.
- All places are allocated on a first-come-first-served basis.
Notification of Class Commencement
Successful applicants will be notified of the class confirmation and relevant information by email at least 7working days##before class commencement. Login information including Meeting ID and Passcode, and Student Login ID will be sent to students by email 3 working days## before class commencement. Please contact us at 2836 1906 if you do not receive the notification and/or login information 3 working days##before the commencement date.
## Working days (exclusive of Saturdays, Sundays and Public Holidays)
For virtual CPD programmes, applicants should ensure digital devices be equipped with a video camera and connected to a stable network.
During the class, student must keep the camera on, and stay in front of the camera, otherwise the CPD / CPT hours will be deducted.
Students who have participated in PEAK’s CPD short courses via virtual classrooms and achieved an attendance rate of 80% or higher may download their certificates from PEAK’s website (www.peak.edu.hk) starting from the 6th working day upon completion of the respective courses. The certificates shall be downloaded within three months from the date of course completion.
Please note that students should choose to download their certificates from our website or have their certificates sent by ordinary post during the online application process. Once students have chosen the mail delivery option, they will not be able to download their certificates via online means. The certificates will be sent to their registered local correspondence address within 14 working days from the date of course completion. PEAK will not be responsible for any loss in mailing.
