It is well-known that Python is normally using in developing software, automating task, data analysis & data visualisation. However, the application of Python in AEC has becoming popular thanks to the technological advancement and open source software. Architecture Designers and Engineers are start using visual programming with Python to create their design with higher efficiency….
Year: 2022
Managing R and MATLAB GUI environments in Jupyter
You probably know it is possible to write R and MATLAB notebooks in Jupyter , but did you know you can run their graphic user interface through Jupyter? This talk shows you how to do so through the use of jupyter-server-proxy, particularly in a multi-user JupyterHub setting. If you are willing to do a bit…
Taking machine learning models to production using Python and FastAPI
The talk will focus on building a FastAPI application to serve simple NLP and object detection models aimed for production use-cases. Beginning with a brief introduction to building servers using Python covering the basics for beginners, then exploring/discussing alternatives to using REST (such as gRPC), and finally a live coding for building out the application…
Healthy Machine Learning: From Theory to Practice
Cluster analysis is a machine learning technique designed to group similar objects or data points together. It has wide applications from customer segmentation to the development of recommendation engines. This talk will cover the basis of clustering and offer a practical guide on how to implement it. There’s a saying that 80% of a data…
Airflow v2 – Using Airflow to manage ETL workflows
In this talk, MJ will share his experiences of translating a traditional scripted workflow to using Airflow as a framework, and introduce some tips and common gotchas for Airflow. Date and Time : October 29, 2022 / 11:45-12:15 ( UTC+8 ) Language : English Speaker : Mr. MJ Tung / ActusRayPartners / Hong Kong Speaker…
Exploration of MySQL Operator for Kubernetes in Python
MySQL Operator is written using Python- https://github.com/mysql/mysql-operator/tree/trunk/mysqloperator, for those interested in Kubernetes/Container deployment for MySQL and application, you can join us to explore the operation and how MySQL operator work Date and Time : October 29, 2022 / 11:45-12:15 ( UTC+8 ) Language : English Speaker : Mr. Ivan Ma / Oracle / MySQL /…
Automation and Monitoring in WealthTech
WealthTech changes how individuals and companies manage their finances. However it is not as much of a rocket science as it may sound. There are some tools and methods that can help us perform market analysis / performance analysis in a quick easy way. We will cover a few simple methodology for beginner / intermediate…
Education Track | A Journey to be a Python Angel
Our sharing will share the practical experiences on curriculum planning, lesson implementation, assessment and resources used in Python teaching. We develop a school-based Python curriculum in S3 to build up students’ computational thinking through different pedagogies. Different types of assessments are also carried out to measure students’ competence and standard on Python learning. To keep…
3D Visualization with Spatial Data for 5G Planning + Websites auto-tagging algorithm
While Hong Kong is progressing with the next-gen 5G network (e.g. mmWave), 3D-visualization with spatial data published by HKGov’s Smart City initiative could offer a unique angle in our next-gen 5G rollout which is expected to include more dense cells with even higher throughput but weaker in coverage. We’ll demonstrate how we use Python libraries…
Organizers – PyCon Hong Kong 2022
Hong Kong Creative Open Technology Association 香港創意開放科技協會 Open Source Hong Kong 開源香港 Python User Group Hong Kong (HKPUG)