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企業徵才 Job Fair｜PyCon TW 2023
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⭐️ Official Website: https://tw.pycon.org
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MODER
modern-recommender-system-in-large
Day 2, 15:10–15:40
在資訊量爆炸的現在，任何媒體甚至是電商都需要一個能夠過濾雜訊，將有效的資訊正確傳遞給各個不同用戶的推薦系統。標題中的 modern 指的是一個包含召回、排序兩階段推薦的現代化作法，而 large content 則是要談如何透過 pyspark 建立可規模化的推薦系統框架。最後要和大家分享，一個擁有數億篇文章與數千萬每日瀏覽量的部落格網站如何從無到有建立這一套作法。
Slides: https://www.slideshare.net/CyrusChienChingChiu/modern-recommender-system-in-large-content-website
Speaker: Cyrus Chiu
喜歡影像創作，從獨立製片工作轉換跑道到電腦視覺，現在認為寫程式也是一種創作。曾任PIXNET演算法工程師，負責推薦系統的主要開發。現為Vpon資料科學家。
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https://www.youtube.com/watch?v=8xm4L-ecu8c
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THE S
the-snake-of-theseus-pablo-galindo
PyCon Taiwan 2023｜Keynote 基調演講｜Day 1, 10:30–11:30
? 說明 Description ?
As Python keeps evolving and attracts an ever-growing community with unique perspectives, steering council members and core developers face the enthralling challenge of preserving Python's fundamental identity. In this talk, we embark on a journey, exploring how Python retains its essence while evolving, accommodating new features, and embracing diverse viewpoints. From balancing innovation and compatibility, to navigating the maze of language design, we will discuss what fortifies Python against change and how we prepare to make complicated decisions that may change the language forever.
? 講者介紹 About Speaker - Pablo Galindo Salgado ?
Pablo Galindo Salgado works in the Python Infrastructure team at the Software Infrastructure department at Bloomberg L.P. He is a CPython core developer and a Theoretical Physicist specializing in general relativity and black hole physics. He is currently serving on the Python Steering Council and he is the release manager for Python 3.10 and 3.11. He has also a cat but he does not code.
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https://www.youtube.com/watch?v=0C4eKA5DXFs
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[PYCO
pycon-apac-2022-young-inspirers-2
? 日期 Date：30 July 2022
Hackmd 共筆連結: https://hackmd.io/@pycontw/SkXlXpKoc
? 如何用駭客思維怡然自得的提升自己 (中文 Mandarin)
時間 Time：15:00 - 15:40
講者 Speaker : 陳怡升
#pycontw #pyconapac2022 #python #younginspirers
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https://www.youtube.com/watch?v=9bERmPMnAPE
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鄉
鄉民如何用-python
PyCon APAC 2022｜一般演講 Talks｜國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助
✏️ 共筆 Note：https://hackmd.io/@pycontw/S1QnIpmJo
?? Slido：https://app.sli.do/event/scznG29gaxtpLx7vzQpiya
? 投影片 Slides：https://hackmd.io/@astrobackhacker/BJ4XYe4jq#/
? 語言 Language：中文演講/英文投影片 Chinese talk w. English slides
? 層級 Level：中階 Intermediate
? 分類 Category：教育 Education
? 摘要 Abstract ?
天文黑客松上半場，黑蛋跟著講師的操作，將天文教材範例的程式 fork 一份匯入到線上程式開發平台Replit，接著聽講師解說他如何藉由 Astroquery、Streamlit、Plotly 等 Python 套件，實作出這個基於開放資料的天文教材。 天文黑客松下半場，有著Python程式開發能力的黑蛋，與其他能提供天文知識、教材設計、使用回饋的組員們協作，開發出用於天文及數理教育的互動式開源教材。 黑客松結束後，黑蛋不僅了解有哪些公開的天文資料可以使用，也對天文教育做出貢獻。剛完成腦神經科學畢業論文的他心想，或許可以將此開放協作的模式擴及到不同領域的科學教育，這也算是公民科學的一種新嘗試吧。
? 說明 Description ?
本演講將分享「鄉民都來開拓公民天文學家的地圖[0]：從互動式開源教材開始 (https://sch001.g0v.tw/dash/prj/2Sk_LR05YD05j20AmR02l9dxC)」這個獲得 g0v 零時小學校 2021-22 Demo Day 之資料申請小幫手特別獎的專案，此專案主要想藉由工作坊及黑客松，讓大眾認識並使用開放的天文資料，並結合不同背景的人提供天文知識、教材設計、程式開發、使用回饋等貢獻，協作用於天文及數理教育的互動式開源教材，以達到公民參與天文推廣教育的目的。我會先簡述前幾年舉辦天文黑客松時遇到的問題，接著以今年 3 月舉辦的天文黑客松為例，分享如何依據這個專案所提出的解決方案，改善天文黑客松。
具有 Python 程式開發能力的黑客松參與者，可以協助以 Astroquery (https://astroquery.readthedocs.io/en/latest/) 取得天文資料、以 Streamlit (https://streamlit.io/) 製作互動式教材、以 Plotly (https://plotly.com/python/) 視覺化資料。有興趣的會眾可在天文黑客松活動 HackMD 共筆 (https://hackmd.io/@astrobackhacker/HJ1xEMrGW/HJ1xEMrGW?type=book) 的「關於Astrohackers-TW: 天文黑客松」、「天文黑客松的開源專案」、「2022/03/05 興大附中天文黑客松」等頁面了解這個專案。
? 講者介紹 About Speaker - 蘇羿豪 ?
「開放天文 拉近群眾與星空的距離」 公民天文學家 / Astrohackers in Taiwan社群的共同創辦人 / 承接網站開發及資料科學相關案子的遠距工作者 https://astrobackhacker.tw
#pycontw #pyconapac2022 #python #streamlit #plotly #astroquery #g0v
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https://www.youtube.com/watch?v=2FGwasV6Nrg
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REACT
reactive-programming-in-python-keith
PyCon Taiwan 2016｜一般演講 Talks
? 摘要 Abstract ?
In relation to Internet of Things, micro services, and big data, a developer is easily being expected to handle the stream of data flow. A growing fantasy of Reactive programming is being told that a paradigm can help people to face these challenges in theory and practice and to make life easier. Is it True? Or, does it SCALE?
Join the quest to to discover reactive design and data workflow implemented in Python. We’ll inspect their features and use cases of reactive programming, to name a few, Python built-in, PyFunctional, RxPy, Flexx, async and await (and asyncio), Promise, … etc., study their best practices, and discover the elegant part compared with commonly seen sequential chaining. We also want to know when it may complicate your code.
? 關於講者 About Speaker - Keith Yang ?
最近覺得邊騎室內腳踏車邊用電腦，離開臉書與 IG 的精神（神經？）生活很不賴。讓這隻小白鼠從大眾心理控制實驗學裡喘了一小口氣。
Recently he enjoys skateboard commute, still coffee-achemy, and indoor cycle while programming or gaming, an awesome mind vocation of leaving FB and IG. Keith is the founder and co-organizer of Taipei.py, largest Python user group in Taiwan, a Lead Software Engineer at iCHEF, and was Chairperson of PyCon APAC 2015. His work mostly focuses on web/backend/cloud services since 2006, and he hands on kernel tools of virtualization on hypervisors in 2016.
#python #pycontw #pycontw2016
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...
https://www.youtube.com/watch?v=Jdir84yZsVo
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RECOG
recognising-people-in-videos-using-a-pre
Day 2, R0 16:30–17:15
In this talk, I will present how to recognise speakers and their speaking sessions in a filmed meeting using deep learning (deep convolutional neural networks; CNN). This project uses the "transfer learning" approach. Pre-trained CNN models, such as the VGG face descriptor used in this project, enable everyone to analyse photos or videos without training his own CNN. I will explain how to use a pre-trained model to extract face features and use clustering methods to identify different people without knowing their identity in advance. Results of a real case will be shown. Application and restriction of this method will be discussed.
The speaker did not upload his slides.
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https://www.youtube.com/watch?v=FHOB3X4sNbk
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PYTHO
python-in-gnu-linux-distributions,
PyCon APAC 2022｜一般演講 Talks｜國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助
✏️ 共筆 Note：https://hackmd.io/@pycontw/HknGDa7Ji
?? Slido：https://app.sli.do/event/oP1iWzrntFL5VWNwmZsyT6
? 語言 Language：英文 English
? 層級 Level：中階 Intermediate
? 分類 Category：最佳實踐與慣例 Best Practices & Patterns
? 摘要 Abstract ?
We will have a look of how Python is used in Debian and its derivatives like Ubuntu. For example, what "software components" Python "glues" in such GNU/Linux distribution are, and how to implement them. If you are a user of Debian or Ubuntu, you may be surprised that you are using so much Python everyday.
? 說明 Description ?
The father of Python, Guido, published his famous essay "Glue It All Together With Python" in 1998. People probably started to descript Python as a glue language since then.
A GNU/Linux distribution is a collection of software components, including applications and libraries.
As a GNU/Linux distribution, Debian, and Debian's derivatives, e.g. Ubuntu, they use Python to "glue" themselves as well.
In this talk, I am going to talk about some examples of how Python works as a glue language, including as a scripting language, in the (GNU/Linux Debian/Ubuntu) distributions, and the examples of how the glue of Python is made. By understanding the "glue role" of Python in these distributions, it will help users and developers know their own distribution more.
? 關於講者 About Speaker - Taihsiang Ho (tai271828) ?
FLOSS contributor. Scientific computing amateur. Climber, pianist and cellist.
#pycontw #pyconapac2022 #python #gnulinux #debian #ubuntu
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https://www.youtube.com/watch?v=_-XcoesGZZI
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[PYCO
pycontw-2013-python-memory-management
目前於訊連科技工作5.3年, 為了討生活不得不學習"拍大神", 接觸Python約4年. 研究所是計算機圖學實驗室, 論文是3D海嘯波傳遞模擬, 現在看來是一整個沒有學以致用, XD 喜歡看電影, 曾經熱衷於WOW, 現在則利用LOL消磨回家時間. 最近在看的書:OpenCL in Action / Why Nations fail 最近的運動:單車 FB : https://www.facebook.com/kilik.kuo
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利
利用python探索宇宙：現代天文產業的大型望遠鏡控制與資料分析
PyCon Taiwan 2023｜Talk 演講｜Day 2, R0 10:40–11:25
? 說明 Description ?
現代天文學中最重要的科學問題之一，就是宇宙如何創生，又將如何演化。現代宇宙論的標準模型認為：宇宙大部分由暗能量及暗物質組成。深入了解暗能量及暗物質的本質，可以說是現代天文物理學的聖杯。為了解答這個難題，天文學家利用大型的天文望遠鏡，搭配最尖端的儀器，更深入地探究這個問題。中研院天文所長期參與世界上最尖端的天文儀器計畫，近年來，參與日本國家天文台Subaru望遠鏡的主焦點光譜儀，已經接近完工，即將投入科學觀測。本演講將介紹Python在該計畫的應用，包含利用Python控制望遠鏡，開發儀器控制軟體，使用生成式AI加速軟體開發。更進一步利用Python分析搜集到的資料，用以校準儀器，發揮儀器最大的功用。最後將說明天文學家如何利用Python分析大量的資料，解答重要的科學問題。
? 講者介紹 About Speaker - 顏吉鴻 ?
中央研究院天文及天文物理研究所支援科學家
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