PyCon APAC 2022｜主題演講 Keynotes｜國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助 ? 說明 Description ? Iqbal will be speaking about the past, present and his hopes for the future of the community, from a people mover and organizer point of view. There will be nostalgic pictures, thoughts on diversity, inclusion, generational change, burnout and hopefully opportunities to reflect during this talk. ? 講者介紹 About Speaker - Iqbal Abdullah ? I am a Malaysian who has been a resident of Japan for the past 20 years. Career wise, I am the founder and CEO of LaLoka Labs. My previous company, Xoxzo was acquired in Sept 2021 which I still currently serve as the COO. In the past, I have worked in engineering positions within Yahoo! Japan and business roles within Amazon. The experiences working within these organizations have tremendously influenced me on my ideas and philosophies concerning engineering and business. My Python journey started in 2002 with ver. 1.5.2 when I started working at Yahoo! Japan. The language has led me to the community behind it. My first PyCon APAC was in 2010 in Singapore. Within the Python community, I co-founded PyCon JP and PyCon MY, I help manage PyCon APAC, and I am also involved with the Trademarks Working Group (WG) and the Diversity and Inclusion WG of the Python Software Foundation (PSF). I also ran for a seat on the PSF board, and after failing spectacularly for the second time, wrote an essay on my thoughts on what needs to be done for the PSF. I would like to believe that this directly had an impact on the PSF's decision to start the D&I Workgroup in Dec 2020. The experiences working with the community has tremendously shaped my views on how and why we need to be present and actively participate within the community with ideas, effort and money. It also has shown me how the rest of us are lacking the opportunities that some of us have. Opening those opportunities to more people has and still is a constant personal mission that I have. After all, we are living off the goodwill which the people before us have left us with, and replacing that goodwill is the least we can do. Feel free to connect with me or learn more about myself from Twitter, LinkedIn or even LaLoka Labs's blog. #python #pycontw #pyconapac2022 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=T6NNpKbNyRY

Day 2, 14:30–15:00 交易領域的人工智慧應用，通常是通過機器學習(ML)來實現。機器學習利用神經網路或其他學習方法鑑別、分析、預測特徵或者因子，這些特徵、因子具有經濟價值，可用於構建盈利交易策略。儘管以人工智慧為基礎的策略應用日漸廣泛，但建構出一個可以使用的機器學習策略仍然是個巨大的挑戰，本演講將帶大家瞭解有哪些方法，可以增進機器學習的學習能力，進而應用於量化交易之中，也會有範例原始碼讓大家可以拿回去研究。 Slides: https://www.finlab.tw/wp-content/uploads/2020/09/slide_mopcon.pdf Speaker: 韓承佑 嗨大家好，我是韓承佑，FinLab創辦人，畢業於巴黎第十一大學資工博士，目前擔任臺灣量化交易協會 學術顧問、台北商業大學 創新育成中心 創業技術顧問與上市科技公司 量化交易顧問。當初，我喜歡寫程式、無意間因為軟體比賽接觸Fintech，從此開始了財經跟程式的學習之路。我們成立 FinLab 量化投資部落格，用自己研發的軟體，對台灣股市做大量快速的實驗。希望可以在量化投資的路上，當大家的「武器製造商」！ 學經歷： 量化交易協會 學術顧問 台北商業大學 創新育成中心 創業技術顧問 法國巴黎南區大學資工所 博士 台灣大學電子所 碩士 中央大學電機系 學士 獲獎經歷： 中國信託 Fintech 黑客松 第一名 台大黑客松 2016 Fintech 組 第一名 台大黑客松 2015 最佳人氣獎 第二名 2013 電子書創作大賽 第一名 2013 IC 自動化輔助設計 國內組 第二名 ... https://www.youtube.com/watch?v=oxxjpM7I7kA