Published By
Created On
5 Nov 2021 14:40:17 UTC
Transaction ID
Cost
Safe for Work
Free
Yes
PEP 572: The Walrus Operator – PyCon Taiwan 2019
Day 1, R0 13:55–14:25
In this talk, we’ll learn about a highly controversial proposed change to Python syntax, the rationale for it, and the fallout as the result of it.
Slides not uploaded by the speaker.
Speaker: Dustin Ingram
Dustin is a Developer Advocate at Google, focused on supporting the Python community on Google Cloud. He's also a member of the Python Packaging Authority, maintainer of PyPI, organizer for the PyTexas conference.
...
https://www.youtube.com/watch?v=F5cPSzEcVQs
In this talk, we’ll learn about a highly controversial proposed change to Python syntax, the rationale for it, and the fallout as the result of it.
Slides not uploaded by the speaker.
Speaker: Dustin Ingram
Dustin is a Developer Advocate at Google, focused on supporting the Python community on Google Cloud. He's also a member of the Python Packaging Authority, maintainer of PyPI, organizer for the PyTexas conference.
...
https://www.youtube.com/watch?v=F5cPSzEcVQs
Author
Content Type
Unspecified
video/mp4
Language
English
More from the publisher
Controlling
VIDEO
[PYCO
pycontw-2013-big-data-analysis-in-python
[PyConTW 2013] Big Data Analysis in Python
by 賴弘哲
...
https://www.youtube.com/watch?v=FKgDL8GeDpM
Transaction
Created
1 year ago
Content Type
Language
video/mp4
Controlling
VIDEO
[自P
自py系列2-投資策略驗證系統
Day 2, R0 10:40–11:10
對生活的不滿足, 又沒有時間成為一個專業的投資(機)者, 不想依賴複雜又資訊爆炸的股市套裝軟體, 於是捲起袖子, 抱著把它 "PY好PY滿" 的決心, 泡杯咖啡, 對著電腦, 在無車無人的夜深時刻, 開始自py一個投資策略的驗證系統.
1. 何謂股票投資策略, 用 Python 做適合麽 ?
2. 架構簡單的策略驗證系統
3. 與模組們的親密接觸
4. 對投資是否有幫助, Demo 數據會說話 !
作者: John Hu(胡訓誠), Kilik Kuo(郭彥廷)
Slides: https://docs.google.com/presentation/d/1i5PwAHxXZQ2fewn194_gRU3kMG5s-04s1Pil0yJREHQ/edit?usp=sharing
...
https://www.youtube.com/watch?v=Kpz1BPv1tVE
Transaction
Created
1 year ago
Content Type
Language
video/mp4
zh
Controlling
VIDEO
打
打造面向金融場景的中文自然語言理解引擎
Day 1, R1 15:05–15:35
自然語言理解(NLU)為建構問答系統的核心。要讓智慧代理人能夠以對話的方式來協助人類完成各式各樣目標， 就需要一個具有意圖及實體識別能力的自然語言理解引擎。
在這次演講中，講者將以一個後端工程師初次踏入自然語言處理領域的姿態，介紹實作NLU模組所需要使用的NLP技術與相對應機器學習的方法，接著分享基於RasaNLU開源專案來達成目標的過程與採用此方案的優點。
最後，除了透過統計來驗證模型能力以外，也搭配Rasa Core建構一個智慧型對話代理人，跟市面上應用在金融場景的智慧客服做個比較。
Slides: https://www.slideshare.net/HaoYuanChen/ss-174107004
Speaker: 陳皓遠
熱愛利用數據、程式、演算法來解決問題的 Python Developer。
目前任職於中國信託商業銀行數據研究發展中心，協助金融機構面對數位轉型下的挑戰。
...
https://www.youtube.com/watch?v=o7DMrWVMZCA
Transaction
Created
1 year ago
Content Type
Language
video/mp4
zh
Controlling
VIDEO
VICTO
victor-gau-土炮股票分析系統
摘要 Abstract:
主要是介紹如何使用 Python 簡單的做股票的量化分析，包括資料擷取、選股、策略回測等，會以美股為例來實作。公司資料擷取的部分，會以 Pandas 來做說明，歷史股價的擷取則會使用 Pandas 跟 Quandl 做說明，選股策略的部分會實作波動率選股，進出場策略實作突破策略，回測的部分使用 Sharpe Ratio 並計算 Maximum Drawdown (MDD)。
PyCon Taiwan 2017 official: https://tw.pycon.org/2017/
PyCon Taiwan 2017 Facebook Fan Page: https://www.facebook.com/pycontw/
...
https://www.youtube.com/watch?v=zBtLOMBcH6E
Transaction
Created
1 year ago
Content Type
Language
video/mp4
zh
Controlling
VIDEO
PYTHO
python-meets-ux-enhancing-user
PyCon Taiwan 2023｜Talk 演講｜Day 2, R2 13:05–13:35
? 說明 Description ?
The intersection of UX and Python programming is a powerful combination for building great products and enhancing user experience. Python is a versatile and popular programming language that is widely used for a variety of tasks, including web development, data analysis, and machine learning. UX, or user experience, is the process of designing products that provide a seamless and intuitive experience for users.
Learn about this powerful intersection of UX design and Python programming by understanding how Python can be used to enhance the user experience and provide practical examples on how UX designers can automate tasks, gather and analyze data, develop personalized experiences, and continually improve their own skills and processes.
? 講者介紹 About Speaker - Neeraj Pandey ?
Neeraj is a polyglot and open-source contributor. Over the years, he has spoken at multiple international Python conferences and has worked on a variety of full-stack software and data science applications, as well as computational arts and quantitative finance projects. He enjoys the challenge of creating new tools and applications.
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://conf.python.tw/
...
https://www.youtube.com/watch?v=zOS5ciDrdqg
Transaction
Created
5 months ago
Content Type
Language
video/mp4
English
Controlling
VIDEO
KEYNO
keynote-building-next-level-ai
Day 1, 16:15 ~ 17:15
AI assistants are the new faces of tech. We can now control our lights, play music, make an account transfer, and buy insurance from a chat or voice interface. Conversational AI opens up tech further to serve the people who were once left behind.
Building AI assistants from scratch is very challenging. But now, we have much better tooling and infrastructure that make use of cutting-edge NLP research. In this talk, we will explore the current state of the technology: the level of experience we can provide for the end-user, the ease of building AI assistants from the dev perspective, and the maturity across different languages. We’ll also pull up our sleeves and develop an AI assistant together!
Slides not uploaded by the speaker.
HackMD: https://hackmd.io/@pycontw/2021/%2F%40pycontw%2FH1HD2WYGY
Speaker: Yenny Cheung
Originally from Hong Kong, Yenny is an engineering leader at Rasa. She and her team are working on the standard open-source infrastructure for building Conversational AI. She writes and speaks about Conversational AI, engineering management, and Python best practices. She cares about building inclusive teams with a “people first” approach. She enjoys the thrill of public speaking and meeting like-minded people along the way. You can find her on Twitter and at conferences on leadership and Python. She is also an angel investor backing founders from underrepresented backgrounds.
...
https://www.youtube.com/watch?v=mZDmGP0OWv4
Transaction
Created
1 year ago
Content Type
Language
video/mp4
English
Controlling
VIDEO
PYPTT
pyptt-當-python-遇上-ptt-–-pycon
Day 2, R2 11:10–11:40
批踢踢實業坊(PTT)作為一個在臺灣學術網路發展也是目前最具規模的公民發聲平台，每天都有非常大量的文本產生。
但在 2017 年，Github 上並未存在一個對 PTT 有比較完整支援的 Python 函式庫。因此進而催生了 PyPtt，可以讓每一個 Python 開發者都可以很簡單地使用 Python 操作 PTT，例如: 推文、發文、寄信、登入式爬文或者查詢帳號的狀態等等。
我們可以使用這些功能實作出，爬蟲、看到特定文章關鍵字自動寄送信件給作者、聊天配對服務、批踢踢一次性密碼(PTT OTP)還有水球通訊軟體等等，非常實用的功能。
希望每一位鄉民聽完之後，可以激發各位的靈感進而動手開發自己的 PTT 應用。
如果你是個鄉民也是一個 Python 開發者，這將是你不容錯過的分享!!
Slides not uploaded by the speaker.
Speaker: CodingMan
CodingMan, bug maker.
https://pttcodingman.github.io/
...
https://www.youtube.com/watch?v=mSySHbDPZ9E
Transaction
Created
1 year ago
Content Type
Language
video/mp4
zh
Controlling
VIDEO
PYSPA
pyspark-next-generation-cluster
Speaker: Wisely Chen
Apache Spark™ is a lightning fast engine for large-scale data processing. It is an in-memory cluster computing framework, originally developed in UC Berkeley. Base on it's project page's evaluation, machine learning programming can run program 100x faster than Hadoop MapReduce. And Spark can run on Hadoop 2's YARN cluster manager, and can read any existing Hadoop data. Currently, it supports Scala, Java and Python for writing spark programs.
In this talk, I will introduce the General concept of Spark's infrastructure, What is RDD (Resilient Distributed Datasets) in Spark, Introduction on PySpark, Demo of PySpark's speed and power, Head-to-head comparison between two programs doing same work - one written in Hadoop MapReduce and the other written using PySpark.
I will also conclude about the companies currently using Spark's use cases.
About the speaker
Sr. Software Engineer for the Yahoo! (Taiwan) Data Team. He has been responsible for data infrastructure, data solution, software release and continuous integration management. He is a lifelong student of software development/testing/deployment/CI processes and best practices and an avid coding puzzle competition fanatic as well as Open Source evangelist
...
https://www.youtube.com/watch?v=gaR7svYX8pw
Transaction
Created
1 year ago
Content Type
Language
video/mp4
English
Controlling
VIDEO
RENAL
renaldi-gondosubroto-pyot-merge-between
The Internet of Things Concept has become a trending, booming concept in today's time, and almost every tech enthusiast would know it. It is being used all over the place; starting from in homes to being used in big scale appliances such as building the smart city. In this talk, I will be going over how the concept has been applied in Python over time and how it has progressed thus far. I will relate to some projects that implement the IoT concept within Python (including some of my own for reference) to further illustrate how it has become widely applied in many cases, from some simple ones to some also from an advanced level. I will then further talk about how this has been very beneficial from a consumer standpoint, and how the methodology of its usage can be developed with practical uses. After that, I will talk about the future of this concept within Python, and how I see this concept will grow in this platform, and the future developments that can still be done through here.
PyCon Taiwan 2017 official: https://tw.pycon.org/2017/
PyCon Taiwan 2017 Facebook Fan Page: https://www.facebook.com/pycontw/
...
https://www.youtube.com/watch?v=ELkdp0Akbr8
Transaction
Created
1 year ago
Content Type
Language
video/mp4
English