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PyCon Hong Kong

Author: Fiona Lam

IoT in Home – Building a Toilet Vacancy Indicator

Posted on October 27, 2018November 7, 2020

This talk is to encourage audiences start solving problems in their everyday’s life by building IoT systems with Python, Raspberry Pi and sensors. The technologies being used in the project of this talk is not difficult, but when every pieces of technology comes together, we can create something that actually helps. Agenda: 1. Demo video…

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Quant Trading with artificial intelligence

Posted on October 27, 2018November 7, 2020

The objective of the talk is to provide an introduction of how artificial intelligence could be applied in stock trading. This session will introduce how to use Python to extract historical open-high-low-close (OHLC) data, perform data processing, recognise patterns in the stock market with artificial intelligence algorithms and eventually backtest the strategy.  The talk will…

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Secure yourself (& your apps) with Secretless

Posted on October 27, 2018November 7, 2020

All apps need secrets – it could be passwords, API key or cert. We need tons of secrets to do our Dev job, and at the same time, make us as potential suspects during data breaches or cyberattacks. It is totally unavoidable, until now. In this session, 2 open source projects, Conjur & Secretless, will…

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Deep Learning in Python: Image Recognition for Anime Characters

Posted on October 27, 2018November 7, 2020

Deep learning is a booming machine-learning technique which we often read in a lot of articles nowadays. Deep learning sounds like an intimidating concept for a lot of people, but everyone believes that deep learning is a cutting-edge tool to solve a lot of problems. In this talk, we will see how Python and various…

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Enjoy type hinting and its benefits

Posted on October 27, 2018November 7, 2020

From Python 3, type hinting was prompted. Thanks to this, static type analysis is now available in Python’s world. It is possible to use this mechanism with mypy, intellij etc. In this session we will learn about type hinting in Python 3.5 / 3.6/ 3.7. Next, learn how to use static type analysis using mypy….

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