Taipei.py 2022 11 月聚會

大家好，這次的 Taipei.py 由 Pei-Yung (Penny) Chang 分享 Python 在 data science 與商業場景下的應用，以及由 Matt 分享 Async Python for High Throughput Computing at Soundmouse.。

講題簡介：
這次會把 data science 拆成三個領域 - data engineering、data analytics、AI algorithm (ML) ，概述 Python 如何應用在這三個領域，協助電商 (e-commerce) 產業數據驅動 (data driven)，透過資料精準了解使用者的需求，做出商業層面的決策。

講者簡介：
在 Pinkoi 的 AI Squad 擔任 Data Scientist，主要負責 AI 演算法優化與指標監控分析，也點了一點 data engineering 的技能，協助處理 pipeline 的問題。另一方面也在閒暇時間有組個小團隊接案，專門協助非營利組織處理資料科學上的問題 (social good 最高 🙌)

~~~~分隔線~~~~~

講題簡介：
Async Python for High Throughput Computing at Soundmouse.

Soundmouse has very high throughput requirements for running Industry Leading Audio Recognition systems for broadcasting. We developed our own stack of technologies to maximize throughput and utilization of our on-prem server cluster.
Matt will go through the what was learnt and what is still being improved on this 6 year journey.

講者簡介：

Matthew Hinton

Company Director and Team Lead for Audio Recognition Team at Soundmouse Ltd. Worked in Audio Technologies, from Assembly to Python for over 8 years
Managing hybrid Research / Development teams for most of my working life!

---

最後謝謝 iCHEF 贊助場地。

[https://www.meetup.com/taipei-py/events/288391957/](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.meetup.com%2Ftaipei-py%2Fevents%2F288391957%2F%3Ffbclid%3DIwAR06H_W4T96f_2MwyvlrVaQETzV8V1tdjvmaRUhmgm5u03u_J7i8DQR06iU&h=AT3ArCpj1A9bMNP3ZHSyfMbKhmXLlX06kZ7YSHo-w8c6aaAW_Nt3NVY1dZqLhsipJc49OzOEB-kXKnBn41FIwJzi9Y5_CMIX342kdYGNp6MjWL_sYyh-dsTJnqNHB6AN6bRPlZg&tn=-UK-R&c%5B0%5D=AT0rpnygHtlNwt8Aq8C8_HsdNB6yGLVT6M5Y2puMbaWheFIY9xisvpZbn96B8Wqut9NXn3SE15EHOyCDDiANHqNZQrg5dKUEuIvH_fX4hlnQ2nJQUVTKUJv9_gvsPETK5-XQ-73Nn2D43G9LBTNcrKOPuoljUqKn1I8)