Machine learning (ML) / deep learning (DL) projects and techniques have been increasing rapidly in the past few years. With the diffusion of technology, more people get to approach ML/DL. In this session, we will have a discussion of how to learn ML/DL by model re-implementation and open source projects, and the experience of medical…
[PyCon HK x COSCUP 2022 Online Special Track] Triton As NLP Model Inference Back-end
If there is a Chatbot with massive users and uses your own NLP model, it might face a bottleneck that back-end service is not easy to handle such NLP concurrency. To solve this kind problem, Nvidia has introduced an open-source inference server, Triton, which allowed to deploy AI model on GPU or CPU. It will…
Ticket – PyCon Hong Kong 2022
PYCON HK physical conference is back! Our theme this year is “Delight Yourself in Python”, Don’t miss this chance to meet others in person.
Accelerate data preparation with Pandas and AWS Glue DataBrew
Data preparation takes up to 80% of time for a Data Scientist role. Nonetheless, it is still a necessary step to identify and fix errors, duplicates and irrelevant data and run effective analysis. In this talk, I will talk about how data preparation could be made easy with AWS Python SDK for Pandas, an open-source…
What if…Python + Azure
Python. Azure. Innovation. It’s more than a linear path. It’s a prism of endless possibilities where a single choice can branch out to limitless innovation with Python. In this session, Eason will be the mastermind to showcase different use-case scenarios of implementing Python in various industries and domains. Join him to discover the new possibilities…
Django Apps at Scale: Mistakes to Avoid
History I started using Python when I was in school and kickstarted my development with Django in 2018 with Django. To enhance my experience and learnings in Django I also interned at an Infrastructure as Code Platform StackGuardian. It’s an OpenSource robust and scalable Project built with Django. I & the Team wrote everything from…
Healthcare by a Pythonista
Leverage Python for Healthcare Applications for Accelerated Data Discovery. Every Human Body is different. Similarities are in the patterns of demographic, environmental factors & habits. The need for today is to have customized Health Profiling & Diagnostics for so many chronic & complex health issues. Being a Python coder, I saw this pain point closely…
How Python is applying in Architecture, Engineering & Construction Industry
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….
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…