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Year: 2018
Schedule 2018
PyCon Hong Kong 2018 Schedule is now published, conference team reserves the final right to change the program without further notice. Program introduction in PDF format is also available for download. 23 November 2018, Friday 24 November 2018, Saturday
Deploying Django App On AWS Lambda – Serverless Architecture
How to run your application on cloud is one of most challenging tasks in the full development cycle. With the latest serverless technology, we can deploy our application easily on cloud, with much more affordable cost, but with more server processing power. This talk will also discuss on how to archive asynchronous function call on…
NoSQL Development for MySQL Document Store using Python
MySQL 8.0 introduced the MySQL Document Store, allowing developers to work with SQL relational tables and schema-less JSON collections through the use of the X DevAPI. Join us to better understand how MySQL Connector/Python implements and makes use of the X DevAPI along with a quick demo showcasing its most relevant features. Additionally, concepts such…
Ready, Get Set, Go! Development Sprints in Python community
This talk would cover all about the development sprint which has been hidden weapon of Python community that helps us to have a healthy ecosystem. In this talk, I’ll show the history of development sprint, how it helps us become a strong and diverse community, and how can you host your own development sprint along…
Distributed System in Deep Learning
The recent trends in distributed Deep Learning and how distributed system can both massively reduce training time and enable parallelisation. I will introduce different distributed deep learning paradigms, including model-level parallelism and data-level parallelism, and demonstrate how data parallelism can be used for distributed training.In next iteration phase of deep learning there will be need…
How to Evolve Life using Python
In this talk I will demonstrate how to create Artificial Life in a computer using Python and its wonderful libraries. The Python program, called “Lenia”, is developed to discover/evolve new life species, using its interactive UI to facilitate Evolutionary Algorithms (EA). A video recorded from the program won the Virtual Creatures Contest in GECCO conference…
Collaboration hack with slackbot
Do you know that Slack knows that Integration and API are easy to use and are hackable collaboration platform? Even Python is able to easily make chatbot by using slackbot ( https://github.com/lins05/slackbot ) . With using this framework, you are able to let slackbot perform a Python process triggered by a mention or a keyword…
Unlock the power of insurtech! A case study of digitizing the risk assessment in insurance using powerful python libraries and optimise performance with advanced machine learning models.
Part 1 – Digitizing documents with powerful python libraries So.. in the digital era you suddenly realise that until very recently not all valuable information kept is/was machine friendly, there are tons of word and pdf documents with reports, meetings minutes, contracts and so-on waiting to be re-discovered. With python libraries PdfMiner, PyPDF2 among others,…
Developments of Super Resolution
Introduction of super resolution with deep learning techniques. Super resolution is a technique which serve low- resolution image as input and outputs high-resolution images. How to preserve edges and restore detail information in the high-resolution image is very important. In this talk, we will discuss the developments of super resolution, especially methods using deep learning…