pycon-apac-2022

pycon-apac-2022/category.json

@@ -0,0 +1,3 @@
+{
+    "title": "PyCon APAC 2022"
+}

pycon-apac-2022/videos/90-fen-zhong-dai-ni-yong-brownie-shang-jia-nft-chen-yi-sheng-easonc13-zhuan-ye-ke-cheng-tutorials.json

@@ -0,0 +1,15 @@
+{
+    "description": "PyCon APAC 2022\uff5c\u5c08\u696d\u8ab2\u7a0b Tutorials\uff5c\u570b\u6cf0\u91d1\u63a7 Cathay Financial Holdings / \u7f8e\u5149\u79d1\u6280 Micron \u51a0\u540d\u8d0a\u52a9\n\n\u270f\ufe0f \u5171\u7b46 Note\uff1ahttps://hackmd.io/@pycontw/Hy1oU67Jo\n\ud83d\udd90\ud83c\udffb Slido\uff1ahttps://app.sli.do/event/bxN7J26qBedGW6q2AJYYxX\n\ud83e\udea7 \u6295\u5f71\u7247 Slides\uff1ahttps://drive.google.com/file/d/1I9gqjGpXYceR71NcrytJYseZl_4-0Cc6/view?usp=sharing\n\ud83d\udcac \u8a9e\u8a00 Language\uff1a\u4e2d\u6587\u6f14\u8b1b/\u82f1\u6587\u6295\u5f71\u7247 Chinese talk w. English slides\n\ud83c\udfaf \u5c64\u7d1a Level\uff1a\u5165\u9580 Novice\n\ud83d\udd0e \u5206\u985e Category\uff1a\u5c08\u6848\u5efa\u7f6e\u5de5\u5177 Project Tooling\n\n\ud83d\udca1 \u6458\u8981 Abstract \ud83d\udca1\n\u672c\u5c08\u696d\u8ab2\u7a0b\u9069\u5408\u60f3\u4e86\u89e3 Web3 \u5408\u7d04\u958b\u767c\u8207\u90e8\u7f72\u6216\u60f3\u8f49\u8077 Web3 \u5de5\u7a0b\u5e2b\u7684 Python \u958b\u767c\u8005\u3002 Brownie \u662f\u4e00\u7528 Python \u958b\u767c\u3001\u6e2c\u8a66\u4e26\u90e8\u7f72 Solidity \u667a\u80fd\u5408\u7d04\u5230\u4ee5\u592a\u574a\u5340\u584a\u93c8\uff08EVM\uff09\u7684\u6846\u67b6\u3002\u672c\u8b70\u7a0b\u5c07\u8b93\u807d\u773e\u5728 90 \u5206\u9418\u5167\u8ddf\u8457\u8b1b\u8005\u4e00\u8d77\uff0c\u5f9e\u96f6\u958b\u59cb\u5efa\u7acb\u4e00\u500b Brownie \u958b\u767c\u74b0\u5883\uff0c\u4e26\u4e14\u90e8\u7f72\u667a\u80fd\u5408\u7d04\uff0c\u4e0a\u67b6\u81ea\u5df1\u7684 NFT \u5230 Opensea \u6e2c\u8a66\u7db2\u3002 \u9664\u6b64\u4e4b\u5916\uff0c\u672c\u8b70\u7a0b\u4e5f\u6703\u5e36\u807d\u773e\u8a8d\u8b58 Vyper\uff0c\u4e00\u500b\u57fa\u65bc Python \u8a9e\u6cd5\u7684\u667a\u80fd\u5408\u7d04\u958b\u767c\u8a9e\u8a00\u3002 \u6b64\u8ab2\u7a0b\u65b0\u624b\u53cb\u5584\uff0c\u5c07\u5f9e\u6700\u57fa\u672c\u7684\u74b0\u5883\u5efa\u7f6e\u958b\u59cb\uff0c\u6703\u63d0\u4f9b\u667a\u80fd\u5408\u7d04\u90e8\u5206\u7684\u7a0b\u5f0f\u78bc\uff0c\u4e26\u5e36\u4f60\u5c0e\u8b80\u5408\u7d04\u3002\u8b1b\u8005\u5be6\u4f5c\u7684\u6210\u679c\u6700\u7d42\u7248\u7a0b\u5f0f\uff0c\u4e5f\u6703\u9810\u5148\u91cb\u51fa\uff0c\u8b93\u5361\u95dc\u7684\u670b\u53cb\u53ef\u4ee5\u5feb\u901f\u53c3\u8003\u3002\n\n\ud83d\ude80 \u8b1b\u8005\u4ecb\u7d39 About Speaker - \u9673\u6021\u5347 EasonC13 \ud83d\ude80\n\u6211\u662f Eason\uff0c\u73fe\u5c31\u8b80\u65bc\u53f0\u5e2b\u5927\u5b78\u7fd2\u79d1\u5b78\u5b78\u58eb\u73ed\u5927\u56db\uff0c\u4e26\u65bc\u5340\u584a\u93c8\u65b0\u5275 Cohart \u64d4\u4efb\u7814\u767c\u5de5\u7a0b\u5e2b\u3002\u6211\u6709\u8c50\u5bcc\u7684\u5340\u584a\u93c8\u958b\u767c\u7d93\u9a57\uff0c\u800c Brownie \u662f\u6211\u7b2c\u4e00\u500b\u63a5\u89f8\u7684 Solidity \u7684\u958b\u767c\u6846\u67b6\uff0c\u5f88\u9069\u5408\u719f\u6089 Python \u7684\u958b\u767c\u8005\u5165\u5751\uff0c\u4e26\u85c9\u6b64\u4e86\u89e3\u5340\u584a\u93c8\u5408\u7d04\u7684\u958b\u767c\u908f\u8f2f\uff0c\u4e4b\u5f8c\u89f8\u985e\u65c1\u901a\uff0c\u4e5f\u53ef\u4ee5\u5feb\u901f\u719f\u6089\u5176\u4ed6\u6846\u67b6\u5982 Hardhat \u6216 Truffle\u3002\u5e0c\u671b\u80fd\u900f\u904e\u9019\u5834\u8b70\u7a0b\uff0c\u8b93\u5c0d\u5340\u584a\u93c8\u611f\u8208\u8da3\u7684\u4f60\uff0c\u4e0d\u50c5\u80fd\u66f4\u4e86\u89e3\u5340\u584a\u93c8\uff0c\u9084\u80fd\u958b\u767c\u81ea\u5df1\u7684\u53bb\u4e2d\u5fc3\u5316\u61c9\u7528\u3002\u66f4\u591a\u95dc\u65bc\u6211\u8acb\u898b https://eason.tw\n\n#python #pycontw #pyconapac2022 #brownie #nft #solidity \n\nFollow \u201cPyCon Taiwan\u201d\n\u2b50\ufe0f Official Website: https://tw.pycon.org\n\u2b50\ufe0f Facebook: https://www.facebook.com/pycontw\n\u2b50\ufe0f Instagram: https://www.instagram.com/pycontw\n\u2b50\ufe0f Twitter: https://twitter.com/PyConTW\n\u2b50\ufe0f LinkedIn: https://www.linkedin.com/company/pycontw\n\u2b50\ufe0f Blogger: https://pycontw.blogspot.com",
+    "speakers": [
+        "\u9673\u6021\u5347 EasonC13"
+    ],
+    "recorded": "2022-09-03",
+    "title": "90 \u5206\u9418\u5e36\u4f60\u7528 Brownie \u4e0a\u67b6 NFT\uff5c\u9673\u6021\u5347 EasonC13\uff5c\u5c08\u696d\u8ab2\u7a0b Tutorials\uff5cPyCon APAC 2022",
+    "thumbnail_url": "https://i.ytimg.com/vi/Y7Xo6ObOQiA/hqdefault.jpg",
+    "videos": [
+        {
+            "type": "youtube",
+            "url": "https://www.youtube.com/watch?v=Y7Xo6ObOQiA"
+        }
+    ]
+}

pycon-apac-2022/videos/a-cross-platform-pure-python-declarative-ui-framework-yasushi-itoh.json

@@ -0,0 +1,15 @@
+{
+    "description": "PyCon APAC 2022\uff5c\u4e00\u822c\u6f14\u8b1b Talks\uff5c\u570b\u6cf0\u91d1\u63a7 Cathay Financial Holdings / \u7f8e\u5149\u79d1\u6280 Micron \u51a0\u540d\u8d0a\u52a9\n\n\u270f\ufe0f \u5171\u7b46 Note\uff1ahttps://hackmd.io/@pycontw/SkeZvTX1j\n\ud83d\udd90\ud83c\udffb Slido\uff1ahttps://app.sli.do/event/6hwvUTKaQq92f3iAXhUbJf\n\ud83d\udcac \u8a9e\u8a00 Language\uff1a\u82f1\u6587 English\n\ud83c\udfaf \u5c64\u7d1a Level\uff1a\u4e2d\u968e Intermediate\n\ud83d\udd0e \u5206\u985e Category\uff1a\u5176\u4ed6 Other\n\n\ud83d\udca1 \u6458\u8981 Abstract \ud83d\udca1\nIn recent years, cross-platform declarative UI frameworks such as Flutter, Compose Multiplatform have emerged. It seems that it is gradually being accepted by the market. These frameworks are written in the programming language it will be used and are easy to use and hack. The question arises here. Why doesn't Python have such a framework written in Python? In this talk, I would like to guess and explain the reason in my own way and introduce such a thing I made with the spirit of \"if you don't have one, just make one\".\n\n\ud83d\ude80 \u8b1b\u8005\u4ecb\u7d39 About Speaker - Yasushi Itoh \ud83d\ude80\nHi, I'm a software engineer at Mercari inc. in Japan. I have been a software engineer for almost 19 years. I'm a Pythonista and Gopher and Rubyist and also love many other programming languages. I first encountered Python over 20 years ago and have used it occasionally for work and pleasure. About my past python experience, for example, I created https://github.com/i2y/mochi for my hobby, I created document translation (combination of Natural Language Processing, Image Processing and ML) at work.\n\n#python pycontw #pyconapac2022 #declarative #composemultiplatform\n\nFollow \u201cPyCon Taiwan\u201d\n\u2b50\ufe0f Official Website: https://tw.pycon.org\n\u2b50\ufe0f Facebook: https://www.facebook.com/pycontw\n\u2b50\ufe0f Instagram: https://www.instagram.com/pycontw\n\u2b50\ufe0f Twitter: https://twitter.com/PyConTW\n\u2b50\ufe0f LinkedIn: https://www.linkedin.com/company/pycontw\n\u2b50\ufe0f Blogger: https://pycontw.blogspot.com",
+    "speakers": [
+        "Yasushi Itoh"
+    ],
+    "recorded": "2022-09-03",
+    "title": "A Cross-Platform Pure Python Declarative UI Framework\uff5cYasushi Itoh\uff5cPyCon APAC 2022",
+    "thumbnail_url": "https://i.ytimg.com/vi/OwVaEOXkCPw/hqdefault.jpg",
+    "videos": [
+        {
+            "type": "youtube",
+            "url": "https://www.youtube.com/watch?v=OwVaEOXkCPw"
+        }
+    ]
+}

pycon-apac-2022/videos/ai-chan-pin-kai-fa-wei-yun-mlops-zhi-die-dai-li-cheng-fen-xiang-zhang-zhong-pu-enzo-chang-huang-yi-ming-polo-huang.json

@@ -0,0 +1,15 @@
+{
+    "description": "PyCon APAC 2022\uff5c\u4e00\u822c\u6f14\u8b1b Talks\uff5c\u570b\u6cf0\u91d1\u63a7 Cathay Financial Holdings / \u7f8e\u5149\u79d1\u6280 Micron \u51a0\u540d\u8d0a\u52a9\n\n\u270f\ufe0f \u5171\u7b46 Note\uff1ahttps://hackmd.io/@pycontw/HJCWPpXko\n\ud83d\udd90\ud83c\udffb Slido\uff1ahttps://app.sli.do/event/dnRPNWieaa4Po8HXUX4tLg\n\ud83e\udea7 \u6295\u5f71\u7247 Slides\uff1ahttps://drive.google.com/file/d/1puUky1GHzn3L9Snv_Z3h4BI4Z6q-5szl/view\n\ud83d\udcac \u8a9e\u8a00 Language\uff1a\u4e2d\u6587\u6f14\u8b1b/\u82f1\u6587\u6295\u5f71\u7247 Chinese talk w. English slides\n\ud83c\udfaf \u5c64\u7d1a Level\uff1a\u4e2d\u968e Intermediate\n\ud83d\udd0e \u5206\u985e Category\uff1a\u61c9\u7528 Application\n\n\ud83d\udca1 \u6458\u8981 Abstract \ud83d\udca1\nMLOps \u662f\u6a5f\u5668\u5b78\u7fd2 (Machine Learning) \u8207\u8edf\u9ad4\u958b\u767c\u7dad\u904b (DevOps) \u7d50\u5408\u7684\u7e2e\u5beb\uff0c\u8fd1\u5e74\u4f86\u696d\u754c\u5c07 AI \u7522\u54c1\u5316\u7279\u5225\u53d7\u91cd\u8996\u7684\u9818\u57df\uff0c\u56e0\u70ba ML/DL \u6a21\u578b\u96e2\u958b\u5be6\u9a57\u74b0\u5883\uff0c\u5c07\u9762\u81e8\u66f4\u591a\u6548\u80fd\u3001\u7a69\u5b9a\u6027\u3001\u6301\u7e8c\u512a\u5316\u7b49\u6311\u6230\u3002\u672c\u6f14\u8b1b\u4ee5\u4f01\u696d\u5167\u90e8\u7684\u7522\u54c1\u70ba\u4f8b\u5b50\uff0c\u5206\u4eab\u6211\u5011\u5728\u5be6\u52d9\u4e0a\u5982\u4f55\u8b93\u5546\u696d\u9700\u6c42\u4ee5\u53ca\u6280\u8853\u7814\u7a76\u843d\u5730\uff0c\u5728\u5b8c\u5168\u57fa\u65bc Python \u7684\u74b0\u5883\uff0c\u5f9e\u96f6\u6253\u9020\u51fa\u57fa\u790e\u53ef\u7528\u7684\u7cfb\u7d71\uff0c\u5230\u7d93\u904e\u5169\u968e\u6bb5\u8fed\u4ee3\u5347\u7d1a\u7684\u73fe\u884c\u7248\u672c\uff0c\u904e\u7a0b\u4e2d\u5728\u67b6\u69cb\u8a2d\u8a08\u8207\u5de5\u5177\u9078\u64c7\u4e0a\u6240\u9047\u5230\u7684\u74f6\u9838\u548c\u56f0\u96e3\u9ede\uff0c\u4ee5\u53ca\u6211\u5011\u7684\u89e3\u6c7a\u65b9\u5f0f\u3002\n\n\ud83d\ude80 \u8b1b\u8005\u4ecb\u7d39 About Speaker - \u5f35\u4ef2\u6a38 Enzo Chang / \u9ec3\u5955\u9cf4 Polo Huang \ud83d\ude80\n\u5f35\u4ef2\u6a38 Enzo Chang\nI'm Enzo, an atypical developer with experience covering Data x Software x Education, working as a Data Engineer & Scrum Master in e-commerce company, focusing on ETL, Data Pipeline, MLOps, Crawler & RESTful API. Passionate about learning and sharing. I have been a volunteer and speaker in the Data & Agile community for a long time, and I have served as a Python Web Crawler course lecturer in the company. \n\ud83d\udc4b Feel free to contact me! \nLinkedin \u27a1\ufe0f https://www.linkedin.com/in/enzochang/\n\n\u9ec3\u5955\u9cf4 Polo Huang\nAs a software engineer with 4 years of experience in the E-commerce industry, I've been in charge of ML Ops and Data Pipeline by Python. Furthermore, my focus area also includes FastAPI, MySQL, and Docker. As for career planning in the next few years, implementing machine learning models and learning ML Ops are my major objectives. \n\ud83d\udc4b Feel free to contact me! \nLinkedIn: www.linkedin.com/in/yiming-huang-6026601b3\n\n#python #pycontw #pyconapac2022 #mlops #devops #machinelearning #pymongo #pytorch  #pika #faiss #celery #fastapi \n\nFollow \u201cPyCon Taiwan\u201d\n\u2b50\ufe0f Official Website: https://tw.pycon.org\n\u2b50\ufe0f Facebook: https://www.facebook.com/pycontw\n\u2b50\ufe0f Instagram: https://www.instagram.com/pycontw\n\u2b50\ufe0f Twitter: https://twitter.com/PyConTW\n\u2b50\ufe0f LinkedIn: https://www.linkedin.com/company/pycontw\n\u2b50\ufe0f Blogger: https://pycontw.blogspot.com",
+    "speakers": [
+        "\u5f35\u4ef2\u6a38 Enzo Chang"
+    ],
+    "recorded": "2022-09-03",
+    "title": "AI \u7522\u54c1\u958b\u767c\u7dad\u904b (MLOps) \u4e4b\u8fed\u4ee3\u6b77\u7a0b\u5206\u4eab\uff5c\u5f35\u4ef2\u6a38 Enzo Chang\uff5c\u9ec3\u5955\u9cf4 Polo Huang\uff5cPyCon APAC 2022",
+    "thumbnail_url": "https://i.ytimg.com/vi/L00UMsORp6Q/hqdefault.jpg",
+    "videos": [
+        {
+            "type": "youtube",
+            "url": "https://www.youtube.com/watch?v=L00UMsORp6Q"
+        }
+    ]
+}

pycon-apac-2022/videos/ai-ren-zhu-yin-shi-yong-huggingface-framework-jian-gou-kai-yuan-biao-yin-xi-tong-g2pw-chen-yi-chang.json

@@ -0,0 +1,15 @@
+{
+    "description": "PyCon APAC 2022\uff5c\u4e00\u822c\u6f14\u8b1b Talks\uff5c\u570b\u6cf0\u91d1\u63a7 Cathay Financial Holdings / \u7f8e\u5149\u79d1\u6280 Micron \u51a0\u540d\u8d0a\u52a9\n\n\u270f\ufe0f \u5171\u7b46 Note\uff1ahttps://hackmd.io/@pycontw/H1xh8aQks\n\ud83d\udd90\ud83c\udffb Slido\uff1ahttps://app.sli.do/event/xiw4ay3xxgREhZmbFQ3Vtz\n\ud83e\udea7 \u6295\u5f71\u7247 Slides\uff1ahttps://drive.google.com/file/d/1RO4JP4JmqsZ1bYqDn-ZxAS0k6sU4UZrx/view?usp=sharing\n\ud83d\udcac \u8a9e\u8a00 Language\uff1a\u4e2d\u6587\u6f14\u8b1b/\u82f1\u6587\u6295\u5f71\u7247 Chinese talk w. English slides\n\ud83c\udfaf \u5c64\u7d1a Level\uff1a\u4e2d\u968e Intermediate\n\ud83d\udd0e \u5206\u985e Category\uff1a\u81ea\u7136\u8a9e\u8a00\u8655\u7406 Natural Language Processing\n\n\ud83d\udca1 \u6458\u8981 Abstract \ud83d\udca1\n\u8a9e\u97f3\u9818\u57df\u5728\u8fd1\u5e74\u4f86\u5f97\u5230\u5f88\u5927\u7684\u95dc\u6ce8\uff0c\u4e0d\u7ba1\u662f\u667a\u80fd\u97f3\u7bb1\uff0c\u6216\u8005\u662f\u672a\u4f86\u7684\u5143\u5b87\u5b99\uff0c\u8a9e\u97f3\u670d\u52d9\u90fd\u4f54\u91cd\u8981\u7684\u4e00\u5e2d\u4e4b\u5730\u3002\u800c\u5176\u4e2d\uff0c\u8ca0\u8cac\u807d\u61c2\u8a71\u8a9e\u7684\u300c\u8a9e\u97f3\u8fa8\u8b58\u300d\uff0c\u4ee5\u53ca\u8ca0\u8cac\u7522\u751f\u8a71\u8a9e\u7684\u300c\u8a9e\u97f3\u5408\u6210\u300d\uff0c\u7686\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u95dc\u9375\u6280\u8853\u3002\u5728\u591a\u6578\u60c5\u5883\u4e0b\uff0c\u4e0d\u7ba1\u662f\u8a9e\u97f3\u8fa8\u8b58\u6216\u8a9e\u97f3\u5408\u6210\u90fd\u9700\u8981\u61c9\u7528\u5230\u4e2d\u9593\u7522\u7269\u2014\u2014\u6a19\u97f3 (phoneme)\uff0c\u6a19\u97f3\u662f\u6a4b\u63a5\u6587\u5b57\u8207\u767c\u97f3\u7684\u7b26\u865f\u7cfb\u7d71\uff0c\u5728\u82f1\u6587\u6709KK\u97f3\u6a19\u4f86\u8868\u793a\u55ae\u5b57\u7684\u767c\u97f3\uff0c\u5728\u4e2d\u6587\u6709\u6ce8\u97f3\u3001\u62fc\u97f3\u4f86\u8868\u793a\u4e2d\u6587\u5b57\u7684\u767c\u97f3\u3002\u7136\u800c\u4e2d\u6587\u5b58\u5728\u8457\u4e00\u5b57\u591a\u97f3\u7684\u7834\u97f3\u5b57\uff0c\u800c\u9019\u6a23\u7684\u7834\u97f3\u5b57\u662f\u9700\u8981\u6839\u64da\u4e0a\u4e0b\u6587\u4f86\u6c7a\u5b9a\u8b80\u97f3\u7684\uff0c\u9019\u662f\u4e00\u500b\u56f0\u96e3\u7684\u554f\u984c\uff0c\u56e0\u6b64\u6211\u5011\u9700\u8981\u4e00\u500b\u80fd\u5920\u7406\u89e3\u4e0a\u4e0b\u6587\u7684 AI \u6a19\u97f3\u6a21\u578b\u3002\u6211\u5011\u5efa\u69cb\u4e26\u958b\u6e90\u4e86\u57fa\u65bc Python \u7684 g2pW \u5957\u4ef6 (https://github.com/GitYCC/g2pW)\uff0c\u9019\u662f\u4e00\u500b\u57fa\u65bcBERT\u7684\u884d\u751f\u6a21\u578b\u3002\u672c\u6f14\u8b1b\u5c07\u5206\u70ba\u5169\u500b\u5340\u584a\uff0c\u524d\u534a\u6bb5\u4ecb\u7d39\u9019\u500b\u5f37\u5927\u7684\u4e2d\u6587\u6a19\u97f3\u5957\u4ef6\uff0c\u4e26\u4e14\u4ecb\u7d39 g2pW \u7684\u6a21\u578b\u5275\u65b0\u53ca\u9a57\u8b49\uff0c\u5f8c\u534a\u6bb5\u5247\u8457\u91cd\u5728\u5982\u4f55\u4f7f\u7528 Pytorch + Huggingface \u6846\u67b6\u5be6\u73fe\u57fa\u65bcBERT\u7684\u884d\u751f\u6a21\u578b g2pW\uff0cHuggingface \u6846\u67b6\u5df2\u6210\u4e86\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u4e00\u628a\u745e\u58eb\u5200\uff0c\u6211\u5011\u53ef\u4ee5\u5feb\u901f\u7684\u57fa\u65bc\u5b83\u5efa\u7acb\u8d77 Transformer \u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u5728\u672c\u8b1b\u4e2d\u6211\u5011\u5c07\u6703\u5e36\u5927\u5bb6\u4e00\u7aba\u5176\u795e\u79d8\u9762\u7d17\u3002\n\n\ud83d\ude80 \u8b1b\u8005\u4ecb\u7d39 About Speaker - \u9673\u5b9c\u660c \ud83d\ude80\n\u5927\u5bb6\u597d\uff01\u6211\u662f YC\uff0c\u662f\u4e00\u540d\u8cc7\u6599\u79d1\u5b78\u5bb6\uff0c\u719f\u6089\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u7684\u5404\u985e\u6280\u8853\uff0c\u4ee5\u53ca\u5927\u6578\u64da\u5206\u6563\u5f0f\u7cfb\u7d71\u67b6\u69cb\uff0c\u9818\u57df\u5305\u62ec\uff1aCV\u3001NLP\u3001\u63a8\u85a6\u7cfb\u7d71\u53ca\u8a9e\u97f3\uff1b\u540c\u6642\uff0c\u6211\u4e5f\u662f\u4e00\u540d\u5409\u4ed6\u624b\u548c\u90e8\u843d\u5ba2\uff0c\u7d93\u71df\u6280\u8853\u90e8\u843d\u683c\u300cYC Note\u300d\u4e94\u5e74\u591a\u3002\u6211\u7e3d\u662f\u5617\u8a66\u5404\u7a2e\u751f\u547d\u7684\u53ef\u80fd\u6027\uff0c\u56e0\u70ba\u6211\u6df1\u4fe1\uff1a\u4eba\u751f\u7684\u610f\u7fa9\u5728\u65bc\u9ad4\u9a57\u4e00\u5207\u8eab\u70ba\u4eba\u7684\u7d93\u9a57\u3002\n\n#python #pycontw #pyconapac2022 #pytorch #huggingface #g2pw #bert #transformer \n\nFollow \u201cPyCon Taiwan\u201d\n\u2b50\ufe0f Official Website: https://tw.pycon.org\n\u2b50\ufe0f Facebook: https://www.facebook.com/pycontw\n\u2b50\ufe0f Instagram: https://www.instagram.com/pycontw\n\u2b50\ufe0f Twitter: https://twitter.com/PyConTW\n\u2b50\ufe0f LinkedIn: https://www.linkedin.com/company/pycontw\n\u2b50\ufe0f Blogger: https://pycontw.blogspot.com",
+    "speakers": [
+        "\u9673\u5b9c\u660c"
+    ],
+    "recorded": "2022-09-03",
+    "title": "AI \u8a8d\u6ce8\u97f3\uff1a\u4f7f\u7528 Huggingface Framework \u5efa\u69cb\u958b\u6e90\u6a19\u97f3\u7cfb\u7d71 g2pW\uff5c\u9673\u5b9c\u660c\uff5cPyCon APAC 2022",
+    "thumbnail_url": "https://i.ytimg.com/vi/LnRhfa67-2k/hqdefault.jpg",
+    "videos": [
+        {
+            "type": "youtube",
+            "url": "https://www.youtube.com/watch?v=LnRhfa67-2k"
+        }
+    ]
+}

pycon-apac-2022/videos/big-models-small-pitfalls-my-random-walk-towards-building-seq2seq-shreya-khurana.json

@@ -0,0 +1,15 @@
+{
+    "description": "PyCon APAC 2022\uff5c\u4e00\u822c\u6f14\u8b1b Talks\uff5c\u570b\u6cf0\u91d1\u63a7 Cathay Financial Holdings / \u7f8e\u5149\u79d1\u6280 Micron \u51a0\u540d\u8d0a\u52a9\n\n\u270f\ufe0f \u5171\u7b46 Note\uff1ahttps://hackmd.io/@pycontw/rkh-wTXyi\n\ud83d\udd90\ud83c\udffb Slido\uff1ahttps://app.sli.do/event/jfzDeYQ9auhfLV1U9uRRBN\n\ud83e\udea7 \u6295\u5f71\u7247 Slides\uff1ahttps://github.com/ShreyaKhurana/PyconAPAC22\n\ud83d\udcac \u8a9e\u8a00 Language\uff1a\u82f1\u6587 English\n\ud83c\udfaf \u5c64\u7d1a Level\uff1a\u4e2d\u968e Intermediate\n\ud83d\udd0e \u5206\u985e Category\uff1a\u81ea\u7136\u8a9e\u8a00\u8655\u7406 Natural Language Processing\n\n\ud83d\udca1 \u6458\u8981 Abstract \ud83d\udca1\nFrom Googling for the reviews of that new deli place to watching Parasite with subtitles, sequence-to-sequence learning is behind a variety of applications - machine translation, speech recognition, chatbots etc. In this talk, I share my experiences with modeling real-world messy data with attention-based transformer and CNN models - the good, the bad, and the ugly. I'll discuss some of the lessons that we learned through experimentation on sequence-to-sequence models - about architecture size, vocabulary, the relation between validation and training error, etc. Working in ML makes you realize one thing\u2013it\u2019s not always black and white and it doesn\u2019t have to be a black box! The process of building good NLP models is not a straight line. Not-so-little decisions can often require tons of experiments, but in this talk, I share my modeling experience and lessons learned so your walk isn't as random as mine was!\n\n\ud83d\ude80 \u8b1b\u8005\u4ecb\u7d39 About Speaker - Shreya Khurana \ud83d\ude80\nHi, I'm a data scientist in the Domain Search team at GoDaddy which researches, develops, and deploys deep learning models for Godaddy\u2019s domain business. I enjoy working with data in general and more specifically building NLP models. I'm a Python enthusiast and enjoy sharing my learnings with the community - I've previously presented at the Grace Hopper Conference, PyCon US, EuroPython and GeoPython.\n\n#pycontw #pyconapac2022 #python #sequencetosequence #nlp #machinelearning \n\nFollow \u201cPyCon Taiwan\u201d\n\u2b50\ufe0f Official Website: https://tw.pycon.org\n\u2b50\ufe0f Facebook: https://www.facebook.com/pycontw\n\u2b50\ufe0f Instagram: https://www.instagram.com/pycontw\n\u2b50\ufe0f Twitter: https://twitter.com/PyConTW\n\u2b50\ufe0f LinkedIn: https://www.linkedin.com/company/pycontw\n\u2b50\ufe0f Blogger: https://pycontw.blogspot.com",
+    "speakers": [
+        "Shreya Khurana"
+    ],
+    "recorded": "2022-09-03",
+    "title": "Big Models, Small Pitfalls: My Random Walk Towards Building Seq2Seq\uff5cShreya Khurana\uff5cPyCon APAC 2022",
+    "thumbnail_url": "https://i.ytimg.com/vi/vI74uLKk4ag/hqdefault.jpg",
+    "videos": [
+        {
+            "type": "youtube",
+            "url": "https://www.youtube.com/watch?v=vI74uLKk4ag"
+        }
+    ]
+}