Language: CantoneseDate & Time: 7 November 2020, Saturday 17:15-18:00Speaker:Sammy Fung Sammy is the conference chair of PyCon HK. He is also the president of Open Source Hong Kong, GNOME Asia committee lead and a Mozilla Representative. Website / Blog: https://sammy.hkGitHub: https://github.com/sammyfungTwitter: https://twitter.com/sammyfungLinkedIn: https://www.linkedin.com/in/sammyfung
Month: October 2020
When technology meets humanity – Sign language recognition translator for Hong Kong hearing impaired community
The idea comes from one of my friend who is having difficulty using zoom and such inequality may affect their work and study performance during these times of coronavirus pandemic, or even the post-pandemic era. My objective is to think of a way to lower the communication gap between the mute and sound community and…
Building interactive map portal with GeoDjango
This section demonstrates how to build a interactive and searchable map using GeoDjango, postGIS and leaflet. Language: CantoneseDate & Time: 7 November 2020, Saturday 16:35-17:05Speaker: Ho Wa WongMember of Election Committee, IT Subsector, g0vhk founder, Member of Advisory Committee, Hong Kong Open Data Index GitHub: https://github.com/howawongTwitter: https://twitter.com/howawongLinkedIn: https://www.linkedin.com/in/howawong/
Apache Heron, the stream processing system, in Cybersecurity with Python
Apache Heron is a new competing stream processing system in the market. Originally developed by Twitter and used for tweet analytics, and later open-sourced to Apache Foundation. Combining with a streaming system for ingress and a database for storage, Apache Heron enables the ability of real-time big data analytic. With the native support of Python,…
Build COVID-19 Chatbot with Python
Azure Chatbot is amazing function to let you create intelligence Chatbot systems. This course will tell you how to create Chatbot in Azure with Python , including Luis & QnA Maker , And will let you to create COVID-19 Chatbot in your solution. Language: CantoneseDate & Time: 7 November 2020, Saturday 15:15-15:45Speaker: Kinfey LoPCIT Kinfey…
Integrating data pipeline with Tensorflow model deployment using PySpark
Code: https://github.com/vionwinnie/pyspark-horse-race-predict 一般的機器學習課程只介紹怎樣用 JUPYTER NOTEBOOK 用 CSV FILE 去訓練 MACHINE LEARNING MODEL。但實際上在商業情況下,一>旦把模型 DEPLOY ,做 SCORING 的時候就要將 BIGDATA 既 DATAPIPELINE 連接到去 MODEL。我想介紹怎樣用 PYSPARK 建立 ETL PIPIELINE , 從 HIVE DATABASE 抓取數據及整理數據 再傳送到 tensorflow 模型去計算結果並儲存數據。 這是一個 ONLINE MACHINE LEARNING SYSTEM 和 BIG DATA 應用的簡介。(Spark, neo4j, Python, Tensorflow, ETL, end-to-end machine learning model deployment) Language: CantoneseDate & Time:…
Building REST API endpoint with FastAPI
FastAPI is becoming a popular library in building REST API endpoint. The documentation interface and typing conversion makes it much easier and faster to develop and debug when compared to vanilla Flask. I am going to share some experience in migrating from Flask to FastAPI, as well as integrating authentication and testing with FastAPI. Language:…
Miniframes: Developing Embedded Graphical User Interfaces using LCDs and Microcontroller via Micropython User
There are many GUI toolkits in the standard python but when it comes to embedded device applications, graphical user interfaces must run on Liquid Crystal Displays(LCDs).In developing GUIs for this systems, one needs to go into a much lower level language paradigm using micropython.This talk will discuss the general techniques on developing GUIs in LCDs…
Plug into JAX frameworks
JAX is a library similar to NumPy, redesigned by Google for GPUs and TPUs. A wave of new ML frameworks, based on JAX, are looking for a chance to become an alternative to PyTorch and TensorFlow. In this session, I try out three JAX frameworks (Objax, Flax, and Elegy), showing the steps to solve Kaggle’s…
https://live.pycon.my: What I have learned in building a production website that serves PyCon APAC 2020 within 4 days
This is a sharing session on how the speaker had built a production backend for the website that served PyCon APAC 2020 within 4 days. During these 4 days, the speaker had to plan the structure of webapp that interacted with both front-end and back-end, together with a middle-ware that used to check the validity…