{"id":2849,"date":"2023-02-15T14:27:37","date_gmt":"2023-02-15T06:27:37","guid":{"rendered":"http:\/\/140.114.53.77\/acolab\/?page_id=2849"},"modified":"2025-02-17T19:21:22","modified_gmt":"2025-02-17T11:21:22","slug":"smart-manufacturing","status":"publish","type":"page","link":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/smart-manufacturing\/","title":{"rendered":"Smart Manufacturing"},"content":{"rendered":"

\u667a\u6167\u88fd\u9020\u6982\u8ad6 \u2014 \u63a8\u5ee3\u6559\u80b2\u78a9\u58eb\u5b78\u5206\u73ed<\/h1>\n

\u8ab2\u7a0b\u540d\u7a31<\/b>\uff1a\u667a\u6167\u88fd\u9020\u6982\u8ad6<\/p>\n

\u6388\u8ab2\u6559\u5e2b<\/b>\uff1a\u5ed6\u5d07\u78a9 \u6559\u6388<\/p>\n

\u4e0a\u8ab2\u6642\u9593<\/b>\uff1a\u6bcf\u9031\u4e00\u665a\u4e0a 6:30~9:20<\/p>\n

\u6559\u5ba4<\/b>\uff1aR901 & R829<\/p>\n

\u8ab2\u7a0b\u52a9\u6559\u806f\u7e6b\u65b9\u5f0f<\/b>\uff1aieem.smartmfg@gmail.com<\/a><\/p>\n

\u8ab2\u7a0b\u8aaa\u660e<\/b>\uff1a<\/p>\n

\u56e0\u61c9\u5927\u6578\u64da\u5206\u6790\u3001\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u7b49\u6280\u8853\u7684\u666e\u53ca\uff0c\u4ee5\u53ca\u88fd\u9020\u696d\u7684\u6fc0\u70c8\u7af6\u722d\u8207\u5feb\u901f\u8b8a\u9077\uff0c\u79d1\u6280\u7522\u696d\u4e0d\u65b7\u5730\u5e0c\u671b\u80fd\u4ee5\u96fb\u8166\u5316\u3001\u6578\u4f4d\u5316\u53ca\u667a\u80fd\u5316\u7684\u65b9\u5f0f\u6301\u7e8c\u7cbe\u9032\uff0c\u9081\u5411\u5168\u9762\u667a\u6167\u88fd\u9020\u7684\u76ee\u6a19\u3002\u5176\u4e2d\u5305\u542b\u4e86\u63a1\u7528\u4ee5\u7269\u806f\u7db2\u6280\u8853\u5c07\u6578\u64da\u64f7\u53d6\u6574\u5408\u81f3\u751f\u7522\u6d41\u7a0b\uff0c\u53ca\u751f\u7522\u8a2d\u5099\u8cc7\u8a0a\u6536\u96c6\u9032\u884c\u6709\u6548\u7ba1\u7406\u8207\u6539\u5584\uff0c\u66f4\u9032\u4e00\u6b65\u5168\u9762\u5206\u6790\u751f\u7522\u6578\u64da\u4e26\u512a\u5316\u3001\u667a\u6167\u88fd\u7a0b\u76e3\u63a7\u7b49\uff0c\u9054\u6210\u751f\u7522\u7ba1\u7406\u6548\u80fd\u63d0\u5347\u53ca\u5f37\u5316\u4f01\u696d\u570b\u969b\u7af6\u722d\u529b\u3002<\/p>\n

\u672c\u8ab2\u7a0b\u7684\u76ee\u6a19\u5728\u65bc\u6709\u7cfb\u7d71\u7684\u5b78\u7fd2\u6578\u64da\u8cc7\u6599\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3001\u63a2\u8a0e\u4e26\u5be6\u4f5c\u76f8\u95dc\u667a\u6167\u88fd\u9020\u6280\u8853\u8207\u5be6\u52d9\u554f\u984c\u4e4b\u61c9\u7528\u3002\u672c\u8ab2\u7a0b\u5305\u542b\u6a5f\u5668\u5b78\u7fd2\u6982\u8ad6\u3001\u6578\u64da\u5206\u6790\u5de5\u5177\u4ecb\u7d39\u3001\u5404\u7a2e\u5b78\u7fd2\u6a21\u578b\u7c21\u4ecb\u53ca\u5be6\u4f5c\uff0c\u4e26\u52a0\u5165\u8a31\u591a\u667a\u6167\u88fd\u9020\u5be6\u52d9\u6848\u4f8b\u8aaa\u660e\u8207\u7df4\u7fd2\uff0c\u517c\u5177\u7406\u8ad6\u8207\u5be6\u52d9\u7684\u7d9c\u5408\u5b78\u7fd2\u6548\u76ca\u3002\u6b61\u8fce\u7522\u696d\u754c\u5b78\u54e1\u7684\u52a0\u5165\u5171\u540c\u89e3\u6c7a\u5404\u7a2e\u751f\u7522\u88fd\u9020\u7684\u5be6\u969b\u554f\u984c\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Week 01:<\/td>\nIntroduction to AI Manufacturing<\/td>\nR901<\/td>\n<\/tr>\n
Week 02:<\/td>\nCase Study I: Production<\/td>\nR901<\/td>\n<\/tr>\n
Week 03:<\/td>\nIntroduction to Python<\/td>\nR829<\/td>\n<\/tr>\n
Week 04:<\/td>\nBasic Concepts in AI\/ML<\/td>\nR901<\/td>\n<\/tr>\n
Week 05:<\/td>\nData Preprocessing I<\/td>\nR829<\/td>\n<\/tr>\n
Week 06:<\/td>\nSupervised Learning & Case Study<\/td>\nR901<\/td>\n<\/tr>\n
Week 07:<\/td>\nSupervised Learning Implementation<\/td>\nR829<\/td>\n<\/tr>\n
Week 08:<\/td>\nKaggle Case Studies I<\/td>\nR901<\/td>\n<\/tr>\n
Week 09:<\/td>\nKaggle Case Studies II<\/td>\nR901<\/td>\n<\/tr>\n
Week 10:<\/td>\nData Preprocessing II<\/td>\nR829<\/td>\n<\/tr>\n
Week 11:<\/td>\nCase Study II: Metrology<\/td>\nR901<\/td>\n<\/tr>\n
Week 12:<\/td>\nIntroduction to Unsupervised Learning<\/td>\nR901<\/td>\n<\/tr>\n
Week 13:<\/td>\nUnsupervised Learning Implementation<\/td>\nR829<\/td>\n<\/tr>\n
Week 14:<\/td>\nAdvanced Topics<\/td>\nR901<\/td>\n<\/tr>\n
Week 15:<\/td>\nFinal Project Presentation I<\/td>\nR901<\/td>\n<\/tr>\n
Week 16:<\/td>\nFinal Project Presentation II<\/td>\nR901<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

\u667a\u6167\u88fd\u9020\u6982\u8ad6 \u2014 \u63a8\u5ee3\u6559\u80b2\u78a9\u58eb\u5b78\u5206\u73ed \u8ab2\u7a0b\u540d\u7a31\uff1a\u667a\u6167\u88fd\u9020\u6982\u8ad6 \u6388\u8ab2\u6559\u5e2b\uff1a\u5ed6\u5d07\u78a9 \u6559\u6388 \u4e0a\u8ab2\u6642\u9593\uff1a\u6bcf\u9031\u4e00\u665a\u4e0a 6:30~9:20 \u6559\u5ba4\uff1aR901 & R829 \u8ab2\u7a0b\u52a9\u6559\u806f\u7e6b\u65b9\u5f0f\uff1aieem.smartmfg@gmail.com \u8ab2\u7a0b\u8aaa\u660e\uff1a \u56e0\u61c9\u5927\u6578\u64da\u5206\u6790\u3001\u4eba\u5de5\u667a\u6167\u3001\u6a5f\u5668\u5b78\u7fd2\u7b49\u6280\u8853\u7684\u666e\u53ca\uff0c\u4ee5\u53ca\u88fd\u9020\u696d\u7684\u6fc0\u70c8\u7af6\u722d\u8207\u5feb\u901f\u8b8a\u9077\uff0c\u79d1\u6280\u7522\u696d\u4e0d\u65b7\u5730\u5e0c\u671b\u80fd\u4ee5\u96fb\u8166\u5316\u3001\u6578\u4f4d\u5316\u53ca\u667a\u80fd\u5316\u7684\u65b9\u5f0f\u6301\u7e8c\u7cbe\u9032\uff0c\u9081\u5411\u5168\u9762\u667a\u6167\u88fd\u9020\u7684\u76ee\u6a19\u3002\u5176\u4e2d\u5305\u542b\u4e86\u63a1\u7528\u4ee5\u7269\u806f\u7db2\u6280\u8853\u5c07\u6578\u64da\u64f7\u53d6\u6574\u5408\u81f3\u751f\u7522\u6d41\u7a0b\uff0c\u53ca\u751f\u7522\u8a2d\u5099\u8cc7\u8a0a\u6536\u96c6\u9032\u884c\u6709\u6548\u7ba1\u7406\u8207\u6539\u5584\uff0c\u66f4\u9032\u4e00\u6b65\u5168\u9762\u5206\u6790\u751f\u7522\u6578\u64da\u4e26\u512a\u5316\u3001\u667a\u6167\u88fd\u7a0b\u76e3\u63a7\u7b49\uff0c\u9054\u6210\u751f\u7522\u7ba1\u7406\u6548\u80fd\u63d0\u5347\u53ca\u5f37\u5316\u4f01\u696d\u570b\u969b\u7af6\u722d\u529b\u3002 \u672c\u8ab2\u7a0b\u7684\u76ee\u6a19\u5728\u65bc\u6709\u7cfb\u7d71\u7684\u5b78\u7fd2\u6578\u64da\u8cc7\u6599\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3001\u63a2\u8a0e\u4e26\u5be6\u4f5c\u76f8\u95dc\u667a\u6167\u88fd\u9020\u6280\u8853\u8207\u5be6\u52d9\u554f\u984c\u4e4b\u61c9\u7528\u3002\u672c\u8ab2\u7a0b\u5305\u542b\u6a5f\u5668\u5b78\u7fd2\u6982\u8ad6\u3001\u6578\u64da\u5206\u6790\u5de5\u5177\u4ecb\u7d39\u3001\u5404\u7a2e\u5b78\u7fd2\u6a21\u578b\u7c21\u4ecb\u53ca\u5be6\u4f5c\uff0c\u4e26\u52a0\u5165\u8a31\u591a\u667a\u6167\u88fd\u9020\u5be6\u52d9\u6848\u4f8b\u8aaa\u660e\u8207\u7df4\u7fd2\uff0c\u517c\u5177\u7406\u8ad6\u8207\u5be6\u52d9\u7684\u7d9c\u5408\u5b78\u7fd2\u6548\u76ca\u3002\u6b61\u8fce\u7522\u696d\u754c\u5b78\u54e1\u7684\u52a0\u5165\u5171\u540c\u89e3\u6c7a\u5404\u7a2e\u751f\u7522\u88fd\u9020\u7684\u5be6\u969b\u554f\u984c\u3002 Week 01: Introduction to AI Manufacturing R901 Week 02: Case Study I: Production R901 Week 03: Introduction to Python R829 Week 04: Basic Concepts in … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2849"}],"collection":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/comments?post=2849"}],"version-history":[{"count":20,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2849\/revisions"}],"predecessor-version":[{"id":3409,"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/2849\/revisions\/3409"}],"wp:attachment":[{"href":"https:\/\/acolab.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/media?parent=2849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}