{"id":11573,"date":"2026-04-28T11:43:05","date_gmt":"2026-04-28T03:43:05","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=11573"},"modified":"2026-04-28T11:43:38","modified_gmt":"2026-04-28T03:43:38","slug":"%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%ef%bc%9a1-1%e3%80%8cnvidia-%e6%b7%b1%e5%ba%a6%e5%ad%b8%e7%bf%92%e5%9f%ba%e7%a4%8e%e5%af%a6%e6%88%b0%e5%b7%a5%e4%bd%9c%e5%9d%8a%e3%80%8d","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=11573","title":{"rendered":"\u4eba\u5de5\u667a\u6167\uff1a1-1\u300cNVIDIA \u6df1\u5ea6\u5b78\u7fd2\u57fa\u790e\u5be6\u6230\u5de5\u4f5c\u574a\u300d"},"content":{"rendered":"\n<p>&nbsp;<strong>\u6d3b\u52d5\u65e5\u671f \/ Date\uff1a<\/strong>&nbsp;2026\/05\/23 09:00&nbsp; ~ &nbsp;2026\/07\/12 16:00<\/p>\n\n\n\n<p>&nbsp;<strong>\u6d3b\u52d5\u5167\u5bb9 \/ Event Details\uff1a<\/strong><\/p>\n\n\n\n<p><strong>\u4eba\u5de5\u667a\u6167\uff1a1-1&nbsp;\u300cNVIDIA \u6df1\u5ea6\u5b78\u7fd2\u57fa\u790e\u5be6\u6230\u5de5\u4f5c\u574a\u300d<\/strong><\/p>\n\n\n\n<p><strong>\u4e00\u3001\u5de5\u4f5c\u574a\u7c21\u4ecb<\/strong><\/p>\n\n\n\n<p>\u672c\u5de5\u4f5c\u574a\u8ab2\u7a0b\u4ee5\u76ee\u524d\u696d\u754c\u6700\u71b1\u9580\u7684 PyTorch \u6846\u67b6\u70ba\u4e3b\u8ef8\uff0c\u5728 Jupyter Notebook \u74b0\u5883\u4e2d\u9032\u884c\u4e92\u52d5\u5f0f\u6559\u5b78\u3002\u5f9e\u5f35\u91cf (Tensor) \u904b\u7b97\u958b\u59cb\uff0c\u9010\u6b65\u5e36\u9818\u5b78\u54e1\u5efa\u69cb\u795e\u7d93\u7db2\u8def\u3001\u8a13\u7df4\u6a21\u578b\uff0c\u4e26\u6df1\u5165\u63a2\u8a0e\u8cc7\u6599\u589e\u5f37 (Data Augmentation) \u8207\u9810\u8a13\u7df4\u6a21\u578b (Pre-trained Models) \u7684\u61c9\u7528\u3002\u5b78\u54e1\u5c07\u5728\u5be6\u4f5c\u4e2d\u89e3\u6c7a\u771f\u5be6\u4e16\u754c\u7684\u96fb\u8166\u8996\u89ba\u554f\u984c\uff0c\u662f\u929c\u63a5 AI \u7522\u696d\u8077\u7f3a\u7684\u95dc\u9375\u6572\u9580\u78da\u3002<br><\/p>\n\n\n\n<p><strong>\u4e8c\u3001\u8ab2\u7a0b\u76ee\u6a19<\/strong><\/p>\n\n\n\n<p>1.&nbsp;\u96fb\u8166\u8996\u89ba\u5be6\u6230\uff1a\u5b78\u6703\u4f7f\u7528 CNN (\u5377\u7a4d\u795e\u7d93\u7db2\u8def) \u9032\u884c\u5716\u50cf\u5206\u985e\u8207\u7269\u4ef6\u8fa8\u8b58\u3002<\/p>\n\n\n\n<p>2.&nbsp;\u638c\u63e1\u6df1\u5ea6\u5b78\u7fd2\u6838\u5fc3\uff1a\u7406\u89e3\u795e\u7d93\u7db2\u8def\u904b\u4f5c\u539f\u7406\u3001\u53cd\u5411\u50b3\u64ad\u8207 PyTorch \u5f35\u91cf\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p><strong>3.&nbsp;<\/strong><strong>\u539f\u5ee0\u8a8d\u8b49\u63a5\u8ecc\uff1a\u5b8c\u6210\u672c\u8ab2\u7a0b NVIDIA DLI \u6307\u5b9a\u5c08\u6848\uff0c\u53ef\u7372&nbsp;NVIDIA DLI\u300c\u6df1\u5ea6\u5b78\u7fd2\u5be6\u4f5c\u300d\u539f\u5ee0\u8b49\u66f8\u3002<br><\/strong><\/p>\n\n\n\n<p><strong>\u4e09\u3001\u6388\u8ab2\u5c0d\u8c61<\/strong><\/p>\n\n\n\n<p>\u5927\u5c08\u9662\u6821\u5b78\u751f\u3001\u793e\u6703\u4eba\u58eb<br><\/p>\n\n\n\n<p><strong>\u56db\u3001\u4e0a\u8ab2\u65e5\u671f\u3001\u6642\u9593<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>5\u670823\u65e5(\u516d)\u30015\u670830\u65e5 (\u516d) \u30016\u670813\u65e5(\u516d)\u30017\u670811\u65e5(\u516d)\u30017\u670812\u65e5(\u65e5)<\/li>\n\n\n\n<li>09:00-12:00 \u300113:00-16:00 (\u4e2d\u9593\u4f11\u606f\u4e00\u5c0f\u6642)&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e94\u3001\u4e0a\u8ab2\u5730\u9ede<\/strong><\/p>\n\n\n\n<p>\u4e2d\u539f\u5927\u5b78 \u8cc7\u7ba1\u6a13 201\u6559\u5ba4<br><\/p>\n\n\n\n<p><strong>\u516d\u3001\u5148\u5099\u77e5\u8b58<\/strong><\/p>\n\n\n\n<p>1. Python&nbsp;\u7a0b\u5f0f\u57fa\u790e\uff1a\u719f\u6089\u8b8a\u6578\u3001\u8ff4\u5708\u3001\u51fd\u5f0f\u8207 List\/Dictionary \u64cd\u4f5c\u3002<br>2. \u57fa\u790e\u6578\u5b78\u6982\u5ff5\uff1a\u4e86\u89e3\u77e9\u9663\u904b\u7b97 (Matrix) \u8207\u57fa\u790e\u5fae\u7a4d\u5206\u6982\u5ff5\u5c24\u4f73\u3002<br>3.&nbsp;Jupyter&nbsp;\u64cd\u4f5c\u7d93\u9a57\uff1a\u66fe\u4f7f\u7528\u904e Jupyter Notebook \u6216 Google Colab \u958b\u767c\u74b0\u5883\u3002<\/p>\n\n\n\n<p><strong>\u4e03\u3001\u8ab2\u524d\u6e96\u5099<\/strong><\/p>\n\n\n\n<p>1.&nbsp;\u8a3b\u518aNVIDIA\u958b\u767c\u8005\u5e33\u865f (Developer Program)<\/p>\n\n\n\n<p>2.&nbsp;\u8907\u7fd2Python\u57fa\u790e\u8a9e\u6cd5\u8207NumPy\u9663\u5217\u64cd\u4f5c<\/p>\n\n\n\n<p><strong>\u516b\u3001\u8ab2\u7a0b\u5167\u5bb9<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5802\u6578<\/strong><\/td><td><strong>\u8ab2\u7a0b\u540d\u7a31<\/strong><\/td><td><strong>\u8ab2\u7a0b\u91cd\u9ede<\/strong><\/td><\/tr><tr><td><strong>\u7b2c\u4e00\u5802<\/strong><\/td><td>\u6df1\u5ea6\u5b78\u7fd2\u6982\u8ad6\u8207&nbsp;PyTorch&nbsp;\u57fa\u790e<\/td><td>AI&nbsp;\u7248\u5716\u5c0e\u8b80\uff1a\u6df1\u5ea6\u5b78\u7fd2 vs \u6a5f\u5668\u5b78\u7fd2&nbsp;vs \u4eba\u5de5\u667a\u6167\u7684\u5dee\u7570\u3002&nbsp;PyTorch \u6838\u5fc3\u64cd\u4f5c\uff1aTensor (\u5f35\u91cf) \u7684\u5efa\u7acb\u3001\u904b\u7b97\u8207 GPU\u52a0\u901f\u8a2d\u5b9a\u3002&nbsp;\u795e\u7d93\u7db2\u8def\u89e3\u5bc6\uff1a\u611f\u77e5\u5668 (Perceptron)\u3001\u6b0a\u91cd (Weights) \u8207\u504f\u5dee (Bias)\u3002&nbsp;Jupyter \u74b0\u5883\u5be6\u6230\uff1a\u8a2d\u5b9a\u958b\u767c\u74b0\u5883\u4e26\u57f7\u884c\u7b2c\u4e00\u500b PyTorch \u7a0b\u5f0f\u3002&nbsp;\u5be6\u4f5c\u7df4\u7fd2\uff1a\u5229\u7528 Tensor \u904b\u7b97\u5be6\u4f5c\u7c21\u55ae\u7684\u7dda\u6027\u8ff4\u6b78\u9810\u6e2c\u3002<\/td><\/tr><tr><td><strong>\u7b2c\u4e8c\u5802<\/strong><\/td><td>\u985e\u795e\u7d93\u7db2\u8def&nbsp;(ANN)&nbsp;\u8207\u6a21\u578b\u8a13\u7df4<\/td><td>\u5efa\u69cb\u795e\u7d93\u7db2\u8def\uff1a\u4f7f\u7528 torch.nn \u642d\u5efa\u591a\u5c64\u611f\u77e5\u5668 (MLP)\u3002&nbsp;\u8a13\u7df4\u6d41\u7a0b\u8a73\u89e3\uff1a\u524d\u5411\u50b3\u64ad (Forward) \u8207\u53cd\u5411\u50b3\u64ad (Backward)\u3002&nbsp;\u512a\u5316\u5668\u8207\u640d\u5931\u51fd\u6578\uff1aSGD\/Adam \u512a\u5316\u5668\u8207 Cross-Entropy Loss \u7684\u61c9\u7528\u3002&nbsp;\u6578\u64da\u96c6\u8655\u7406\uff1a\u4f7f\u7528 DataLoader \u8f09\u5165\u8207\u6279\u6b21\u8655\u7406\u6578\u64da\u3002&nbsp;\u5be6\u4f5c\u7df4\u7fd2\uff1a\u624b\u5beb\u6578\u5b57\u8fa8\u8b58 (MNIST) \u6a21\u578b\u8a13\u7df4\u8207\u6e96\u78ba\u5ea6\u8a55\u4f30\u3002<\/td><\/tr><tr><td><strong>\u7b2c\u4e09\u5802<\/strong><\/td><td>\u5377\u7a4d\u795e\u7d93\u7db2\u8def (CNN)&nbsp;\u8996\u89ba\u61c9\u7528<\/td><td>\u96fb\u8166\u8996\u89ba\u4e4b\u773c\uff1a\u5377\u7a4d\u5c64 (Convolution) \u8207\u6c60\u5316\u5c64 (Pooling) \u539f\u7406\u3002&nbsp;CNN \u67b6\u69cb\u8a2d\u8a08\uff1a\u7279\u5fb5\u63d0\u53d6 (Feature Extraction) \u8207\u5206\u985e\u5668\u7684\u7d50\u5408\u3002&nbsp;\u5716\u50cf\u8cc7\u6599\u8655\u7406\uff1a\u8b80\u53d6\u5716\u50cf\u3001\u6b63\u898f\u5316\u8207 Tensor \u8f49\u63db\u3002&nbsp;\u6a21\u578b\u6548\u80fd\u8abf\u6821\uff1a\u89e3\u6c7a\u904e\u64ec\u5408 (Overfitting) \u8207 Dropout \u6280\u5de7\u3002&nbsp;\u5be6\u4f5c\u7df4\u7fd2\uff1a\u5efa\u69cb CIFAR-10 \u5f69\u8272\u5716\u50cf\u5206\u985e\u5668\u3002<\/td><\/tr><tr><td><strong>\u7b2c\u56db\u5802<\/strong><\/td><td>\u8cc7\u6599\u589e\u5f37\u8207\u9077\u79fb\u5b78\u7fd2&nbsp;(Transfer Learning)<\/td><td>\u8cc7\u6599\u589e\u5f37\u6280\u8853\uff1a\u65cb\u8f49\u3001\u7ffb\u8f49\u3001\u88c1\u526a\uff0c\u8b93\u5c0f\u6578\u64da\u4e5f\u80fd\u8a13\u7df4\u5927\u6a21\u578b\u3002&nbsp;\u9810\u8a13\u7df4\u6a21\u578b (Pre-trained Models) \u4ecb\u7d39 (\u5982 ResNet, VGG)\u3002&nbsp;\u9077\u79fb\u5b78\u7fd2\u5be6\u6230\uff1a\u8f09\u5165 ImageNet \u9810\u8a13\u7df4\u6b0a\u91cd\u4e26\u9032\u884c\u5fae\u8abf (Fine-tuning)\u3002&nbsp;\u6a21\u578b\u5132\u5b58\u8207\u8f09\u5165\uff1a\u5982\u4f55\u4fdd\u5b58\u8a13\u7df4\u597d\u7684\u6a21\u578b\u6b0a\u91cd\u4ee5\u4f9b\u63a8\u8ad6\u4f7f\u7528\u3002&nbsp;\u5be6\u4f5c\u7df4\u7fd2\uff1a\u5229\u7528 ResNet50 \u5feb\u901f\u6253\u9020\u5ba2\u88fd\u5316\u5716\u50cf\u8fa8\u8b58\u7cfb\u7d71 (\u5982\uff1a\u8c93\u72d7\u5206\u985e)<\/td><\/tr><tr><td><strong>\u7b2c\u4e94\u5802<\/strong><\/td><td>NVIDIA DLI \u5c08\u6848\u5be6\u4f5c\u8207\u8a8d\u8b49\u8003\u6838<\/td><td>\u9032\u968e\u5c08\u6848\u6311\u6230\uff1a\u6574\u5408\u524d\u56db\u5802\u6240\u5b78\uff0c\u6539\u5584\u6a21\u578b\u7684\u63a8\u8ad6\u901f\u5ea6\u8207\u6e96\u78ba\u5ea6\u3002&nbsp;\u6a21\u578b\u8a55\u4f30\u8207\u8996\u89ba\u5316\uff1a\u7e6a\u88fd Loss \u66f2\u7dda\u8207\u6df7\u6dc6\u77e9\u9663\uff0c\u5206\u6790\u6a21\u578b\u5f31\u9ede\u3002&nbsp;\u6210\u679c\u767c\u8868\uff1a\u5b78\u54e1\u5c55\u793a\u6700\u7d42\u8a13\u7df4\u6210\u679c\uff0c\u4e26\u9032\u884c\u7d50\u696d\u8003\u6838\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6027\u5225\u5e73\u7b49 \u5f9e\u4f60\u6211\u505a\u8d77<br><\/p>\n\n\n\n<p>&nbsp;<strong>\u6d3b\u52d5\u6642\u9593\u5730\u9ede \/ Time Slots\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u5834\u6b21\u540d\u7a31\/Event<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u65e5\u671f\/Date<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u5730\u5740\/Address<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e00\u5802\u6df1\u5ea6\u5b78\u7fd2\u6982\u8ad6\u8207 PyTorch \u57fa\u790e<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/05\/23 09:00&nbsp; ~ &nbsp;16:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6843\u5712\u5e02\u4e2d\u58e2\u5340\u4e2d\u539f\u5927\u5b78\u8cc7\u7ba1104\u6559\u5ba4<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e8c\u5802 \u985e\u795e\u7d93\u7db2\u8def (ANN) \u8207\u6a21\u578b\u8a13\u7df4<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/05\/30 09:00&nbsp; ~ &nbsp;16:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6843\u5712\u5e02\u4e2d\u58e2\u5340\u4e2d\u539f\u5927\u5b78\u8cc7\u7ba1201\u6559\u5ba4<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e09\u5802\uff1a\u5377\u7a4d\u795e\u7d93\u7db2\u8def (CNN) \u8996\u89ba\u61c9\u7528<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/06\/13 09:00&nbsp; ~ &nbsp;16:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6843\u5712\u5e02\u4e2d\u58e2\u5340\u4e2d\u539f\u5927\u5b78\u8cc7\u7ba1104\u6559\u5ba4<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u56db\u5802\uff1a\u8cc7\u6599\u589e\u5f37\u8207\u9077\u79fb\u5b78\u7fd2 (Transfer Learning)<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/07\/11 09:00&nbsp; ~ &nbsp;16:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6843\u5712\u5e02\u4e2d\u58e2\u5340\u4e2d\u539f\u5927\u5b78\u8cc7\u7ba1201\u6559\u5ba4<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e94\u5802\uff1aNVIDIA DLI \u5c08\u6848\u5be6\u4f5c\u8207\u8a8d\u8b49\u8003\u6838<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/07\/12 09:00&nbsp; ~ &nbsp;16:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6843\u5712\u5e02\u4e2d\u58e2\u5340\u4e2d\u539f\u5927\u5b78\u8cc7\u7ba1201\u6559\u5ba4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>&nbsp;<strong>\u5831\u540d\u8cbb\u7528\u53ca\u622a\u6b62\u65e5\u671f \/ Registration Info\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u5834\u6b21\/Session<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8cbb\u7528\u8aaa\u660e\/Cost<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u5831\u540d\u6642\u9593\/Registration Period<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u4eba\u6578\u9650\u5236\/Max of Attendants<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e00\u5802\u6df1\u5ea6\u5b78\u7fd2\u6982\u8ad6\u8207 PyTorch \u57fa\u790e<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/04\/17 00:00&nbsp; ~ &nbsp;2026\/05\/20 00:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">50<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e8c\u5802 \u985e\u795e\u7d93\u7db2\u8def (ANN) \u8207\u6a21\u578b\u8a13\u7df4<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/04\/17 00:00&nbsp; ~ &nbsp;2026\/05\/28 00:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">50<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e09\u5802\uff1a\u5377\u7a4d\u795e\u7d93\u7db2\u8def (CNN) \u8996\u89ba\u61c9\u7528<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/04\/17 00:00&nbsp; ~ &nbsp;2026\/06\/05 00:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">50<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u56db\u5802\uff1a\u8cc7\u6599\u589e\u5f37\u8207\u9077\u79fb\u5b78\u7fd2 (Transfer Learning)<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/04\/17 00:00&nbsp; ~ &nbsp;2026\/07\/09 00:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">50<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u7b2c\u4e94\u5802\uff1aNVIDIA DLI \u5c08\u6848\u5be6\u4f5c\u8207\u8a8d\u8b49\u8003\u6838<\/td><td class=\"has-text-align-center\" data-align=\"center\">0<\/td><td class=\"has-text-align-center\" data-align=\"center\">2026\/04\/17 00:00&nbsp; ~ &nbsp;2026\/07\/10 00:00<\/td><td class=\"has-text-align-center\" data-align=\"center\">50<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>&nbsp;<strong>\u6d3b\u52d5\u806f\u7d61\u4eba \/ Contact Us\uff1a<\/strong><\/p>\n\n\n\n<p>\u9418\u745e\u860b&nbsp;&nbsp;juiping@iii.org.tw&nbsp;&nbsp;02-27016880\u5206\u6a5f4037<\/p>\n\n\n\n<p>&nbsp;<strong>\u8b1b\u5e2b \/ Speakers\uff1a<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/ievents.iii.org.tw\/Files\/Speaker\/1150190\/20260414142145.png?w=640&#038;ssl=1\" alt=\"\"\/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center\">\u4e2d\u539f\u5927\u5b78\u8cc7\u8a0a\u7ba1\u7406\u5b78\u7cfb\u526f\u6559\u6388<\/p>\n\n\n\n<p class=\"has-text-align-center\">\u95d5\u8c6a\u6069<\/p>\n\n\n\n<p>&nbsp;<strong>\u6307\u5c0e\u55ae\u4f4d\uff1a<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6843\u5712\u5e02\u653f\u5e9c<\/strong><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6843\u5712\u5e02\u8b70\u6703<\/strong><\/h3>\n\n\n\n<p>&nbsp;<strong>\u4e3b\u8fa6\u55ae\u4f4d\uff1a<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6843\u5712\u5e02\u653f\u5e9c\u9752\u5e74\u4e8b\u52d9\u5c40<\/strong><\/h3>\n\n\n\n<p>&nbsp;<strong>\u57f7\u884c\u55ae\u4f4d\uff1a<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8cc7\u7b56\u6703<\/strong><\/h3>\n\n\n\n<p>\u8cc7\u6599\u4f86\u6e90\uff1a<a href=\"https:\/\/ievents.iii.org.tw\/EventS.aspx?t=0&amp;id=3180\">https:\/\/ievents.iii.org.tw\/EventS.aspx?t=0&amp;id=3180<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp;\u6d3b\u52d5\u65e5\u671f \/ Date\uff1a&nbsp;2026\/05\/23 09:00&nbsp; ~ &nbsp;2026\/07\/12 16:00 &nbsp;\u6d3b\u52d5\u5167\u5bb9 \/ Event&hellip;<\/p>\n","protected":false},"author":18,"featured_media":11574,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[324],"tags":[26,40],"class_list":["post-11573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-324","tag-ai","tag-40"],"gutentor_comment":0,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/aict.nkust.edu.tw\/digitrans\/wp-content\/uploads\/2026\/04\/04.28.06.png?fit=1200%2C480&ssl=1","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/11573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11573"}],"version-history":[{"count":2,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/11573\/revisions"}],"predecessor-version":[{"id":11576,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/posts\/11573\/revisions\/11576"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=\/wp\/v2\/media\/11574"}],"wp:attachment":[{"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aict.nkust.edu.tw\/digitrans\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}