from ai.backend import python – 曾君宇 – PyCon Taiwan 2018
Day 1, R0 11:25–12:10
在因緣際會之下講者加入了一間 AI Company,並且在其內的 Computer Vision Team 擔任 Web 後端工程師。這場演講是作為 Python Lover 的講者,將這一年半以來的所見所聞所做所思彙整而成的懶人包。演講內容除了會提及 Python 後端生活的日常以外,也會更加著重在分享「怎麼將機器學習的研究成果做成服務?」、「做過那些事來改善機器學習?」、「如何融入並與跨領域的同事合作」及「覺得未來的後端工作會變得怎麼樣?」。
Open Source and Open Science: how Python and its community made me a better scientist
Speaker: Fernando Pérez
I will discuss the intersection of Open Source and scientific research, focusing on the positive impact that Open Source tools and ideas, and the Python community in particular, have had on the world of science. Scientific research is at a crossroads, under increasing pressure to justify itself to society at large and with very real questions being asked about the reproducibility of scientific results and access to the products of science. The Open Source community have created both technical and cultural solutions to similar problems that we as scientists can learn from. The Python language has also made major inroads into research and education, helping foster a culture of better computational research and opening up a space for a lot of creativity at the intersection of science and computing.
About the speaker
Fernando Pérez is a research scientist at UC Berkeley, working at the intersection of high-level scientific computing with open tools and brain imaging. He started the IPython project in 2001, while a graduate student in Physics at CU Boulder. He continues to lead a talented team (who do all the hard work) to develop IPython as the interface between the humans at the keyboard and the bits in the machine.
He is a founding member of NumFOCUS, a PSF member, and received the 2012 Award for the Advancement of Free Software for IPython and his contributions to scientific Python. He is a founding investigator of the Berkeley Institute for Data Science, created in 2013.
When he can get away from a computer, Fernando tries to enjoy the mountains and the outdoors hiking, backpacking and climbing. For more information, see http://fperez.org.
...
https://www.youtube.com/watch?v=ZD5n9s8PGtI
Speaker: Zaki Akhmad
We can never rely on network firewall to be secure. We also must have a secure application. Besides test the functionality of the application, we must also test the security of the application. While the latter is frequently not performed hence the first is considered more important.
In this 25 minute talk, I'll share my experience using python for application security testing: from SQL injection, brute force attack, identifying and cracking password hashes, to proxy-ing the network traffic: intercept and modify it; and also doing network forensic.
About the speaker
Just another Python enthusiasts
Mainly use Python for application security testing
Planet Python Indonesia maintainer
Python Indonesia meetup organizer
...
https://www.youtube.com/watch?v=nMxiKcgoWZo
Ami is a data scientist employed for the past five years at Final, a financial algorithms company in Israel. Before that, as part of Ph.D studies, he lectured at Tel-Aviv University. Between 2000 and 2005, he worked at IBM's Haifa Research Labs as a researcher in the field of large distributed storage systems.
In 2010 he received a Ph.D in Electrical Engineering from Tel Aviv University, in the field of financial information theory. His bachelor's and master's are from Tel Aviv University too.
Ami uses Python and C++ for data analysis. He contributed to various open source projects, and is the author of a libstd C++ extension shipped with g++ (pb_ds: policy-based data structures).
...
https://www.youtube.com/watch?v=neGrScpSy6w
Day 1, R3 13:45–14:15
If you're a Pythonista, you've probably experienced the pleasure of automating the boring stuff with Python.
In this talk, I'll be sharing two examples of automation with Python from the PyCon JP staff activities.
1. an alternative to a reminder in Slack to stop when it's due.
2. Slack command which enable to copy a document in a Google Drive template.
You'll learn how to work with Slack and Google Drive in Python.
Slides: https://docs.google.com/presentation/d/1uVMYiCewRAVITS7-uw0J9u9F3LTj0w--_vWmzLGr4so/edit?usp=sharing
Speaker: nikkie
- Software engineer in Japan
- Career is in the fourth year after this April
- start python about 1 year ago
- building web applications in Flask at work
- automate some boring stuffs in Python at work
- joined Django Girls Tutorial Japanese translation from May 2018
- Django Girls Workshop (Yokohama, Tokyo) coach in autumn 2018
- self-taught & output-driven
- Django Basic Hands-on based on Django Girls Tutorial Jan & Feb 2019 (in Japanese)
- Kaggle Titanic Hands-on based on PyData.Tokyo Tutorial Mar 2019 (in Japanese)
- Blog: https://nikkie-ftnext.hatenablog.com/
- love anime
...
https://www.youtube.com/watch?v=VvYeUQ12GSQ
PyCon Taiwan 2016|主題演講 Keynotes
? 說明 Description ?
(Talk description can be found on the collaboration note)
? 關於講者 About Speaker - Audrey Tang (au) ?
Audrey Tang, a civic hacker who grew up among Tiananmen exiles, is known for revitalizing the computer languages Perl and Haskell, as well as building the online spreadsheet system EtherCalc in collaboration with Dan Bricklin. In the public sector, Audrey serves on Taiwan national development council’s open data committee and K-12 curriculum committee; and led the country’s first e-Rulemaking project. In the private sector, Audrey works as a consultant with Apple on computational linguistics, with Oxford University Press on crowd lexicography, and with Socialtext on social interaction design. In the third sector, Audrey actively contributes to Taiwan’s g0v (“gov-zero”), a vibrant community focusing on creating tools for the civil society, with the call to “fork the government”.
#python #pycontw #pycontw2016
Follow “PyCon Taiwan”
⭐️ Official Website: https://tw.pycon.org
⭐️ Facebook: https://www.facebook.com/pycontw
⭐️ Instagram: https://www.instagram.com/pycontw
⭐️ Twitter: https://twitter.com/PyConTW
⭐️ LinkedIn: https://www.linkedin.com/company/pycontw
⭐️ Blogger: https://pycontw.blogspot.com
...
https://www.youtube.com/watch?v=bjzwYOOqivQ