{"id":1,"date":"2023-09-05T06:06:02","date_gmt":"2023-09-05T06:06:02","guid":{"rendered":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/?p=1"},"modified":"2023-09-22T08:39:05","modified_gmt":"2023-09-22T08:39:05","slug":"hello-world","status":"publish","type":"post","link":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/?p=1","title":{"rendered":"What is Machine Learning?"},"content":{"rendered":"\n<p>\u6211\u5011\u5f9e\u5e7e\u5e74\u524d\u7684 Apple \u8207 Goole \u767c\u8868\u6703\u4e2d\u5c31\u66fe\u7d93\u807d\u904e ML \u9019\u500b\u6240\u5beb, \u9019\u5230\u5e95\u662f\u4ee3\u8868\u4ec0\u9ebc\uff1f  \u4ed6\u65e2\u4e0d\u662f\u6211\u5011\u719f\u6089\u6703\u88ab\u6574\u5408\u5230 CPU \u7684 GPU \u4e5f\u4e0d\u662f\u8207\u901a\u8a0a\u76f8\u95dc\u7684\u6574\u5408\u5143\u4ef6, \u7576\u5e74\u53ea\u77e5\u9053\u662f\u500b\u52a0\u901f\u76f8\u6a5f\u904b\u4f5c, \u512a\u5316 UI\/UX \u7684\u73a9\u610f, \u73fe\u5728\u5c31\u8b93\u6211\u5011\u628a\u63e1\u73fe\u5728\u9019\u500b\u6642\u6a5f\u9ede, \u4f86\u8ddf\u4ed6\u6df7\u719f\u6089\u4e00\u9ede\u5427!!<\/p>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>AI \u7522\u696d\u662f\u6700\u8fd1(2023)\u6700\u592f\u7684\u8a71\u984c, \u80a1\u5e02(Nvidia, GIGABYTE, TSMC)\u4e5f\u662f\u8ddf\u8457\u9019\u500b\u4e00\u8d77\u71b1, \u4f46\u9664\u4e86 AI \u4e4b\u5916, \u6211\u5011\u9084\u770b\u5230\u4e86 ML, DL, NLP, \u9019\u4e9b\u9177\u70ab\u7684\u7e2e\u5beb\u662f\u5728\u8b1b\u4ec0\u9ebc? \u5c31\u8b93\u6211\u5011\u4f86\u770b\u4ed6\u5011\u500b\u662f\u4ee3\u8868\u4ec0\u9ebc\u610f\u601d\u5427!<\/p><cite>\u5927\u5bb6\u90fd\u662f\u540c\u4e00\u500b\u5bb6\u65cf\u7684\u5566!!!<\/cite><\/blockquote><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u9996\u5148\u5c31\u5148\u4f86\u89e3\u91cb\u9019\u4e9b\u7e2e\u5beb\u5230\u5e95\u662f\u4ec0\u9ebc\u5427<\/h4>\n\n\n\n<p><strong>AI<\/strong>, <strong>A<\/strong>rtificial <strong>I<\/strong>ntelligence, <strong>\u4eba\u5de5\u667a\u6167<\/strong><br>\u9019\u500b\u5927\u5bb6\u61c9\u8a72\u90fd\u719f\u6089, \u4e5f\u5e38\u807d\u5230, \u53ea\u662f\u771f\u7684\u8981\u975e\u5e38\u6b63\u7d93\u53bb\u89e3\u91cb\u4ed6\u7684\u8a71, \u6211\u5011\u53ef\u4ee5\u9019\u6a23\u89e3\u8aaa, AI \u5c31\u662f\u900f\u904e\u7a0b\u5f0f\u8a2d\u8a08(\u908f\u8f2f, \u6f14\u7b97\u6cd5, \u5927\u6578\u64da\u5206\u6790...\u7b49)\u8b93\u96fb\u8166(\u6a5f\u5668\u4eba) \u53ef\u4ee5\u505a\u5230\u672c\u4f86\u5fc5\u9808\u7531\u4eba\u985e\u624d\u80fd\u505a\u5230\u7684\u4e8b, \u6240\u4ee5\u73fe\u4ee3\u5316\u793e\u6703\u4e2d, <strong>AI<\/strong> \u771f\u7684\u662f\u7121\u6240\u4e0d\u5728, \u5dee\u5225\u53ea\u5728\u65bc\u4ed6\u8981\u505a\u7684\u4e8b\u662f\u8907\u96dc\u9084\u662f\u7c21\u55ae\u7684\u4e8b\u800c\u5df2. <\/p>\n\n\n\n<p><strong>ML<\/strong>, <strong>M<\/strong>achine <strong>L<\/strong>earning, <strong>\u6a5f\u5668\u5b78\u7fd2<\/strong><br>\u5176\u5be6 ML \u4e5f\u662f AI \u7684\u5176\u4e2d\u4e00\u500b\u5206\u652f, \u5206\u652f\uff1f \u6240\u4ee5 AI \u662f\u5728\u6a39\u72c0\u5716\u7684\u4e0a\u9762\u9019\u6a23\u662f\u55ce\uff1f\u53ef\u80fd\u63db\u500b\u65b9\u5f0f\u4f86\u8868\u9054\u66f4\u597d, \u7a0d\u5f8c\u4e0b\u65b9\u6211\u5011\u518d\u7528\u793a\u610f\u5716\u7d66\u5927\u5bb6\u8aaa\u660e. \u90a3\u9ebc ML \u4ee5\u6bd4\u8f03\u5c08\u696d\u7684\u89d2\u5ea6\u4f86\u89e3\u8aaa\u8a72\u600e\u9ebc\u4ecb\u7d39\u7d66\u5927\u5bb6\u5462? \u6211\u5011\u53ef\u4ee5\u8996\u4ed6\u70ba\u4e00\u9580\u958b\u767c\u6f14\u7b97\u6cd5\u548c\u7d71\u8a08\u6a21\u578b\u7684\u79d1\u5b78, \u9019\u4e9b\u6f14\u7b97\u6cd5\u53ca\u6a21\u578b\u53ef\u4ee5\u8b93\u96fb\u8166\u6839\u64da\u6a21\u5f0f\u548c\u63a8\u7406\u4f86\u9032\u884c\u5de5\u4f5c\u8207\u6c7a\u7b56, \u53e6\u5916\u900f\u904e\u8f38\u5165\u5927\u91cf\u7684\u6b77\u53f2\u8cc7\u6599, ML \u53ef\u4ee5\u5f9e\u4e2d\u627e\u51fa\u8cc7\u6599\u7684\u6a21\u5f0f\u4e26\u9032\u884c\u63a8\u8ad6\u9810\u6e2c\u7d50\u679c. \u5c31\u597d\u6bd4\u8aaa\u624b\u6a5f\u4e0a\u7684\u6578\u4f4d\u76f8\u6a5f, \u5728\u7d93\u904e\u5927\u91cf\u7684\u4f7f\u7528\u8005\u884c\u70ba\u8cc7\u6599\u6536\u96c6\u5206\u6790\u4e4b\u5f8c, \u900f\u904e ML \u7684\u5b78\u7fd2\u5c31\u53ef\u4ee5\u8b93\u62cd\u7167APP \u81ea\u52d5\u70ba\u62cd\u651d\u51fa\u4f86\u7684\u7167\u7247\u9032\u884c\u8abf\u8272\u8207\u4fee\u6b63, \u4e26\u4e14\u53ef\u4ee5\u9810\u671f\u4f7f\u7528\u8005\u6709\u5f88\u9ad8\u7684\u6a5f\u7387\u6703\u5c0d\u62cd\u651d\u7d50\u679c\u7684\u611f\u5230\u6eff\u610f.<\/p>\n\n\n\n<p><strong>DL<\/strong>, <strong>D<\/strong>eep <strong>L<\/strong>earning, <strong>\u6df1\u5ea6\u5b78\u7fd2<\/strong><br>DL \u53ef\u4ee5\u8aaa ML \u88e1\u7684\u5206\u652f, \u9867\u540d\u601d\u7fa9\u5c31\u662f\u5c0d\u65bc Data \u66f4\u6df1\u5165\u7684\u53bb\u89e3\u6790\u8cc7\u6599, \u4ed6\u5920\u904e\u5c64\u6b21\u6f14\u7b97\u6cd5\u4f86\u9054\u5230\u9019\u6a23\u7684\u76ee\u6a19, \u6240\u4ee5\u6bd4\u8d77 ML, DL \u807d\u8d77\u4f86\u4f3c\u4e4e\u8ddf\u63a5\u8fd1\u6211\u5011\u7684\u751f\u6d3b\u61c9\u7528. \u90a3\u9ebc\u4ed6\u5be6\u52d9\u4e0a\u6709\u4ec0\u9ebc\u61c9\u7528\u5462?<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5f71\u50cf\u8fa8\u8b58, \u597d\u6bd4\u8aaa \u5927\u982d\u7167, \u5075\u6e2c\u51fa\u54ea\u4e9b\u7167\u7247\u662f\u6709\u4f60\u5728\u88e1\u9762\u7684, \u73a9\u904e openface \u55ce?<\/li>\n\n\n\n<li>\u5f71\u7247\u5206\u985e, \u65c5\u904a\u5f71\u7247\uff1f \u5be6\u9a57\u5f71\u7247\uff1f \u5bb6\u5ead\u5f71\u7247 ? \u900f\u904e AI \u5e6b\u6211\u5011\u5feb\u901f\u9032\u884c\u5206\u985e.<\/li>\n\n\n\n<li>\u8a9e\u97f3\u8fa8\u8b58, \u73fe\u4ee3\u8a31\u591a\u4eba\u5de5\u667a\u6167\u97f3\u97ff\u6216\u662f Siri. OK Google \u6216\u662f Alexa \u90fd\u662f\u5594.<\/li>\n\n\n\n<li>\u81ea\u7136\u8a9e\u8a00\u7684\u591a\u91cd\u7406\u89e3, \u81ea\u7136\u8a9e\u8a00\u7684\u591a\u91cd\u7406\u89e3, \u751f\u6c23\u7684\u8b1b\u8a71, \u958b\u5fc3\uff1f \u50b7\u5fc3\uff1f \u8af7\u523a\uff1f<\/li>\n\n\n\n<li>\u63a8\u85a6\u5f15\u64ce, \u73fe\u5728\u5404\u5927\u7db2\u7ad9\u90fd\u4e0d\u5e0c\u671b\u4f60\u5230\u4e86\u4ed6\u5011\u7684\u7db2\u7ad9, \u770b\u4e00\u770b\u5167\u5bb9\u5c31\u8dd1\u4e86, \u6240\u4ee5\u90fd\u6703\u5728\u4f60\u60f3\u8981\u7684\u5167\u5bb9\u4e4b\u5916, \u63a8\u85a6\u4f60\u53ef\u80fd\u60f3\u8981\u770b\u7684\u6771\u897f, \u53ef\u80fd\u611f\u8208\u8da3\u7684\u7db2\u9801...\u7b49.<\/li>\n<\/ol>\n\n\n\n<p><strong>NLP<\/strong>, <strong>N<\/strong>atural <strong>L<\/strong>anguage <strong>P<\/strong>rocessing, <strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406<\/strong><br>NLP \u7684\u65e8\u610f\u662f\u8b93\u6a5f\u5668\u80fd\u5920\u7406\u89e3\u4eba\u985e\u7684\u8a9e\u8a00, \u8b93\u4eba\u548c\u6a5f\u5668\u4ea4\u6d41\u7684\u4e00\u7a2e\u6280\u8853. \u6240\u4ee5\u6211\u5011\u53ef\u4ee5\u8aaa NLP \u662f ML \u7684\u4e00\u9580\u6280\u8853, \u53e6\u5916 NLP \u4e5f\u6703\u7d50\u5408\u8a9e\u8a00\u5b78, \u6a5f\u5668\u5b78\u7fd2\u4ee5\u53ca\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u9032\u884c\u904b\u7b97, \u7528\u4ee5\u4e86\u89e3\u4eba\u985e\u8a9e\u8a00, \u76f8\u95dc\u5be6\u52d9\u6709\u4ee5\u4e0b\u5e7e\u7a2e\u5e38\u898b\u7684\u61c9\u7528;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8655\u7406, \u5206\u6790, \u64f7\u53d6\u5927\u578b\u6587\u4ef6\u8cc7\u6599( i.e. Gmail, Google photo )<\/li>\n\n\n\n<li>\u5206\u6790\u5ba2\u670d\u6548\u7387, \u63d0\u5347\u670d\u52d9\u54c1\u8cea\u8207\u529f\u80fd ( \u5ba2\u670d\u6a5f\u5668\u4eba )<\/li>\n\n\n\n<li>\u5206\u985e\u6587\u7ae0, \u6bd4\u5c0d\u5167\u5bb9, \u5224\u65b7\u771f\u507d\u8207\u6587\u5b57\u5f62\u5bb9\u7684\u610f\u5883..\u7b49\u7b49<\/li>\n<\/ol>\n\n\n\n<p><strong>AI<\/strong>, <strong>ML<\/strong>, <strong>DL<\/strong> \u65e2\u7136\u9019\u500b\u6709\u95dc\u4fc2, \u6211\u5011\u5c31\u4ee5\u4e0b\u65b9\u7684\u793a\u610f\u5716\u4f86\u7d66\u5927\u5bb6\u4e00\u500b\u6982\u5ff5, \u4ed6\u5011\u5f7c\u6b64\u7684\u95dc\u4fc2\u662f\u4ec0\u9ebc.<br><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"450\" class=\"wp-image-16\" style=\"width: 450px;\" src=\"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/wp-content\/uploads\/2023\/09\/hierarchy_AI_ML_DL.png\" alt=\"\" srcset=\"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/wp-content\/uploads\/2023\/09\/hierarchy_AI_ML_DL.png 1024w, https:\/\/www.cutexyz.com\/edu\/mlearning2309\/wp-content\/uploads\/2023\/09\/hierarchy_AI_ML_DL-300x300.png 300w, https:\/\/www.cutexyz.com\/edu\/mlearning2309\/wp-content\/uploads\/2023\/09\/hierarchy_AI_ML_DL-150x150.png 150w, https:\/\/www.cutexyz.com\/edu\/mlearning2309\/wp-content\/uploads\/2023\/09\/hierarchy_AI_ML_DL-768x768.png 768w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>References<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1. <a href=\"https:\/\/medium.com\/nerd-for-tech\/what-is-machine-learning-a54554e6b7ff\">https:\/\/medium.com\/nerd-for-tech\/what-is-machine-learning-a54554e6b7ff<\/a><\/li>\n\n\n\n<li>2. <a href=\"https:\/\/aws.amazon.com\/tw\/what-is\/machine-learning\/\">https:\/\/aws.amazon.com\/tw\/what-is\/machine-learning\/<\/a> <\/li>\n\n\n\n<li>TBD<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u5011\u5f9e\u5e7e\u5e74\u524d\u7684 Apple \u8207 Goole \u767c\u8868\u6703\u4e2d\u5c31\u66fe\u7d93\u807d\u904e ML \u9019\u500b\u6240\u5beb, \u9019\u5230\u5e95\u662f\u4ee3\u8868\u4ec0\u9ebc\uff1f \u4ed6\u65e2\u4e0d\u662f\u6211\u5011\u719f\u6089\u6703\u88ab\u6574\u5408\u5230 CPU \u7684 GPU \u4e5f\u4e0d\u662f\u8207\u901a\u8a0a\u76f8\u95dc\u7684\u6574\u5408\u5143\u4ef6, \u7576\u5e74\u53ea\u77e5\u9053\u662f\u500b\u52a0\u901f\u76f8\u6a5f\u904b\u4f5c, \u512a\u5316 UI\/UX \u7684\u73a9\u610f, \u73fe\u5728\u5c31\u8b93\u6211\u5011\u628a\u63e1\u73fe\u5728\u9019\u500b\u6642\u6a5f\u9ede, \u4f86\u8ddf\u4ed6\u6df7\u719f\u6089\u4e00\u9ede\u5427!! AI \u7522\u696d\u662f\u6700\u8fd1(2023)\u6700\u592f\u7684\u8a71\u984c, \u80a1\u5e02(Nvidia, GIGABYTE, TSMC)\u4e5f\u662f\u8ddf\u8457\u9019\u500b\u4e00\u8d77\u71b1, \u4f46\u9664\u4e86 AI \u4e4b\u5916, \u6211\u5011\u9084\u770b\u5230\u4e86 ML, DL, NLP, \u9019\u4e9b\u9177\u70ab\u7684\u7e2e\u5beb\u662f\u5728\u8b1b\u4ec0\u9ebc? \u5c31\u8b93\u6211\u5011\u4f86\u770b\u4ed6\u5011\u500b\u662f\u4ee3\u8868\u4ec0\u9ebc\u610f\u601d\u5427! \u5927\u5bb6\u90fd\u662f\u540c\u4e00\u500b\u5bb6\u65cf\u7684\u5566!!! \u9996\u5148\u5c31\u5148\u4f86\u89e3\u91cb\u9019\u4e9b\u7e2e\u5beb\u5230\u5e95\u662f\u4ec0\u9ebc\u5427 AI, Artificial Intelligence, \u4eba\u5de5\u667a\u6167\u9019\u500b\u5927\u5bb6\u61c9\u8a72\u90fd\u719f\u6089, \u4e5f\u5e38\u807d\u5230, \u53ea\u662f\u771f\u7684\u8981\u975e\u5e38\u6b63\u7d93\u53bb\u89e3\u91cb\u4ed6\u7684\u8a71, \u6211\u5011\u53ef\u4ee5\u9019\u6a23\u89e3\u8aaa, AI \u5c31\u662f\u900f\u904e\u7a0b\u5f0f\u8a2d\u8a08(\u908f\u8f2f, \u6f14\u7b97\u6cd5, \u5927\u6578\u64da\u5206\u6790&#8230;\u7b49)\u8b93\u96fb\u8166(\u6a5f\u5668\u4eba) \u53ef\u4ee5\u505a\u5230\u672c\u4f86\u5fc5\u9808\u7531\u4eba\u985e\u624d\u80fd\u505a\u5230\u7684\u4e8b, \u6240\u4ee5\u73fe\u4ee3\u5316\u793e\u6703\u4e2d, AI \u771f\u7684\u662f\u7121\u6240\u4e0d\u5728, \u5dee\u5225\u53ea\u5728\u65bc\u4ed6\u8981\u505a\u7684\u4e8b\u662f\u8907\u96dc\u9084\u662f\u7c21\u55ae\u7684\u4e8b\u800c\u5df2. ML, Machine Learning, \u6a5f\u5668\u5b78\u7fd2\u5176\u5be6 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","footnotes":"[]"},"categories":[6],"tags":[],"class_list":["post-1","post","type-post","status-publish","format-standard","hentry","category-6"],"_links":{"self":[{"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/posts\/1","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1"}],"version-history":[{"count":5,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/posts\/1\/revisions"}],"predecessor-version":[{"id":20,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=\/wp\/v2\/posts\/1\/revisions\/20"}],"wp:attachment":[{"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cutexyz.com\/edu\/mlearning2309\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}