Day 2, 15:10–15:40 此演講中，會分享我們使用python語言以及支援套件(pyspark,gensim,sklearn,matplotlib)，針對客戶體驗進行分析實作過程(涵蓋五個主要建模步驟)進行分享，並對此模型產生的結果進行更進一步的分析，並隨著過程中說明在各個環節選用何種套件加速實作分析流程。利用使用者的數位軌跡資料(digital footprint)，進行(1) 巨量資料統計現象分析 (2)軌跡雜訊過濾 (3) digital path embedding model 訓練 (4) 利用 step3 的embedding，結合其他深度學習模型, 更精準了解客戶想法 (5) 利用瀏覽軌跡，提升客戶體驗。 Slides: https://drive.google.com/file/d/1RzFzPZkO2IAAqd3FhR7nm1T1p8j3sof8/view?usp=sharing Speaker: Roye Qiu 一個喜歡數據，架構，機器學習的工程師。 期望有一天可以真的改變世界。 ... https://www.youtube.com/watch?v=g9ANFc8QLOY

PyCon Taiwan 2016｜一般演講 Talks ? 摘要 Abstract ? 每個月有這麼多的中文新歌出現，哪些做詞的人詞彙比較豐富呢？使用怎麼樣的歌詞會比較容易紅呢？這個演講將會完成一個用 Python 分析歌詞的流程，並且找出一些有趣的現象跟大家分享。 ? 關於講者 About Speaker - Andy Dai ? 我是 Taipei.py 的 organizer，平常會在社群當中出沒。目前在 GliaCloud 擔任 CTO。 #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=rc4Q6OcF7Es

摘要 Abstract: 在物聯網(IoT)的環境下會根據不同需求使用不同的無線通訊方式，而 LoRa 的特色在於長距離與低功耗。但目前 LoRa 並不像大多數成熟的通訊協定可以隨插即用，它的優點在於所有東西都可以自己做，缺點也在於所有東西都要自己做。 我們將分享 LoRa 原理與實做經驗，如何用 Raspberry Pi + LoRa 模組 + Python 打造一個微型閘道器(nano gateway)，包括在難以用軟體除錯與優化的情形下，如何使用 Python 自製一個頻譜分析儀來分析訊號。讓有興趣弄髒手的人能 happy hacking。 Slide Link: https://www.slideshare.net/raspberrypi-tw/building-a-raspberry-pi-lora-nano-gateway 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=d4L3z2Rvisk

Day 1, 13:05-13:35 Abstract The game engine, Ren'Py, is an open source engine used to make countless interactive fiction games, also known as visual novels (VNs). These include commercial hits with VN elements such as Persona 5, to viral works such as Doki Doki Literature Club (2mil+ downloads as of Jan 2018). I learned to program in Python using this engine, and have released my commercial game with it after working for a few years on it during weekends, selling 10K+ copies in 8 months. In the daytime, I work as a principal data scientist in fintech. Outcome: The audience will understand the independent gaming industry and how they can use Python to break into the industry, as I share my journey. There will also be components of source code walkthrough, but will be more of an overview than a step by step tutorial due to the scope of the talk. Description The game engine, Ren'Py, is an open source engine used to make countless interactive fiction games, also known as visual novels (VNs). These include commercial hits with VN elements such as Persona 5, to viral works such as Doki Doki Literature Club (2mil+ downloads as of Jan 2018). I learned to program in Python using this engine, and have released my commercial game with it after working for a few years on it during weekends, selling 10k+ copies in 8 months. In the daytime, I work as a principal data scientist in fintech. Anyhow, the talk will dig into the source code of the engine, https://github.com/renpy/renpy, such as: Game animations, menu Classes, cross-platform saves, and so on. Outcome: The audience will understand the independent gaming industry and how they can use Python to break into the industry, as I share my journey. There will also be components of code walkthrough, but will be more of an overview than a step by step tutorial due to the scope of the talk. Slides not uploaded by the speaker. HackMD: https://hackmd.io/@pycontw/2021/%2F%40pycontw%2FSJQsugtft Speaker: Susan Shu Chang Susan is a Principal Data Scientist at Clearbanc, a fintech company providing growth capital for online businesses. She is a committee member of Aggregate Intellect, a machine learning platform with 13k+ YouTube subscribers. She is also the founder and sole developer of Quill Game Studios. You can find Susan speaking at conferences such as PyCons, TMLS, and events like this one! ... https://www.youtube.com/watch?v=D0jdg6TxWDg