Date: November 11 (Saturday), 2023Time: 10:00am – 6:00pmVenue: Venue: 8/F., The Hong Kong Federation of Youth Groups Building, 21 Pak Fuk Road, North Point, Hong KongWebsite: https://pycon.hk/2023
Year: 2023
Schedule – PyCon HK 2023
Date: November 11, 2023Venue: 8/F., The Hong Kong Federation of Youth Groups Building, 21 Pak Fuk Road, North Point, Hong Kong ( Quarry Bay MTR station Exit C, Entrance on Model Lane ), Google Map Time Track 1 (Main Hall) Track 2 (Room) 09:00-09:50 Reception 09:50-10:00 Opening RemarksMr. Sammy Fung 10:00-10:10 Program briefing + Group…
ZKML: turning your ML model into a ZK circuit
Time Slot: Track 2 17:00-1730 Language: Cantonese Speaker: Dr. Cathie So | Privacy & Scaling Explorations Team (Ethereum Foundation) | Hong Kong In this hands-on workshop, participants will gain practical experience in building ZKML circuits using the keras2circom and/or EZKL transpiler. We will begin with an overview of the current state of zero-knowledge machine learning and its…
Simplifying Machine Learning pipeline using MySQL HeatWave
Time Slot: Track 1 17:00-17:30 Language: English Speaker: Mr. Ivan Ma | Oracle Systems Hong Kong Ltd | Hong Kong Machine Learning allows prediction, recommendation based on model which is built from dataset. Data preparation, sampling, algorithms selection, hyper parameter tuning can be complex in order to build a model. The session will cover the what…
As Soft as Ever Changing — Clean Architecture in Python
Time Slot: Track 2 16:20-16:50 Language: English Speaker: Mr. Alex, Au Cheuk Ming | Hong Kong As a general purpose language, Python has a great community and lots of integration with many services and softwares. In the era of microservice development, a number of Python programs are writen as “disposable-scripts” where the code quality has not…
Large Language Model Deployment and Fine-tuning with Python
Time Slot: Track 1 16:20-16:35 Language: English Speaker: Mr. Haowen Huang | AWS | Hong Kong The wave of Generative AI and large language models (LLMs) is sweeping the world, revolutionising various industries. This interesting talk will focus on how to efficiently and easily deploy and fine-tune various open-source large language models (LLMs) using Python….
Automating Victory: Beating browser games with accessible Python
Time Slot: Track 2 15:20-15:50 Language: English Speaker: Mr. Jon Gaul | HENNGE K.K. | Japan Whether your task is data entry or playing a video game, Python has the power to automate it. In this talk we’ll explore the power of intuitive Python libraries for I/O, then use them to automatically beat an in-browser video game…
玩轉 Python 與 Javascript
Time Slot: Track 1 15:20 – 15:50 Language: Cantonese Speaker: Mr. Scotty Kwok | Sebit Company Limited | Hong Kong Python 同 Javascript 從來都存在喺兩個平行時空，這兩大程式語言各自有大量開發者社群：做 data science 嘅人學寫 Python，做 web 嘅人學寫 Javascript，幾乎係定律。如果有一日兩者可以互通互用，咁應該幾好玩！ Pyodide/PyScript 嘅出現，就正好就提供咗一個初型，讓兩者可以有某程度上嘅 interoperability。今次我哋會展示 Python 點樣可以同瀏覽器互動，如何操作 DOM，如何利用坊間各種 Javascript libraries。我哋會用幾個例子去試吓玩轉 Python 同 Javascript 之間的無限可能性： Python and Javascript have been the two most popular programming language, but they are…
Innovations and Cross-domain Applications of Python and Machine Learning in the Smart Logistics Field
Time Slot: Track 2 14:40-15:10 Language: English Speaker: Mr. Kang Hao | ShenZhen, China Objective: In this talk, we will delve into the latest advancements, cross-industry applications, and development trends of Python and its ecosystem in the smart logistics field. We will focus on the following aspects: Latest advancements in AMR scheduling optimization: Share the latest…
Automating Business Tasks with Langchain and Python
Time Slot: Track 1 14:40-15:10 Language: English Speaker: Dr. Chung Ng | PCCW-HKT | Hong Kong As modern businesses endeavor to improve efficiency and streamline operations, automation has taken center stage. This presentation will focus on how Langchain, in conjunction with Python, can automate complex tasks and foster significant process improvements. The presentation will unfold a four-level…