{"id":14564,"date":"2025-03-18T10:23:49","date_gmt":"2025-03-18T03:23:49","guid":{"rendered":"https:\/\/www.spu.ac.th\/fac\/informatics\/2025\/03\/18\/it-spu-%e5%bc%95%e9%a2%86%e6%95%b0%e5%ad%97%e5%8c%96%e8%b6%8b%e5%8a%bf%e5%b9%b6%e4%b8%8e-3-%e4%b8%aa%e6%94%bf%e5%ba%9c%e6%9c%ba%e6%9e%84%e7%bb%84%e7%bb%87%e6%8a%80%e8%83%bd%e6%8f%90%e5%8d%87-%e5%86%8d\/"},"modified":"2025-03-18T10:45:50","modified_gmt":"2025-03-18T03:45:50","slug":"it-spu-%e5%bc%95%e9%a2%86%e6%95%b0%e5%ad%97%e5%8c%96%e8%b6%8b%e5%8a%bf%e5%b9%b6%e4%b8%8e-3-%e4%b8%aa%e6%94%bf%e5%ba%9c%e6%9c%ba%e6%9e%84%e7%bb%84%e7%bb%87%e6%8a%80%e8%83%bd%e6%8f%90%e5%8d%87-%e5%86%8d","status":"publish","type":"post","link":"https:\/\/www.spu.ac.th\/fac\/informatics\/zh-hans\/it-spu-%e5%bc%95%e9%a2%86%e6%95%b0%e5%ad%97%e5%8c%96%e8%b6%8b%e5%8a%bf%e5%b9%b6%e4%b8%8e-3-%e4%b8%aa%e6%94%bf%e5%ba%9c%e6%9c%ba%e6%9e%84%e7%bb%84%e7%bb%87%e6%8a%80%e8%83%bd%e6%8f%90%e5%8d%87-%e5%86%8d\/","title":{"rendered":"IT SPU 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data-end=\"356\">\u65af\u91cc\u5e15\u56fe\u59c6\u5927\u5b66\u4fe1\u606f\u6280\u672f\u5b66\u9662\u4e0e\u4fe1\u606f\u6280\u672f\u5b66\u9662\u5408\u4f5c\u3002\u6839\u636e\u6cf0\u56fd\u9ad8\u7b49\u6559\u80b2\u6539\u9769\u653f\u7b56 B.E. 2568 \uff082025\uff09\uff0c\u5f00\u53d1\u201c<strong data-start=\"60\" data-end=\"130\">\u4e0b\u4e00\u4ee3\u5de5\u7a0b\u5e08\uff1a\u4eba\u5de5\u667a\u80fd\u3001\u7269\u8054\u7f51\u548c\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u7684\u6570\u5b57\u6280\u80fd<\/strong>\u201d\u8bfe\u7a0b\uff0c\u4ee5\u57f9\u517b\u4e13\u6ce8\u4e8e <strong data-start=\"223\" data-end=\"229\" data-is-only-node=\"\">\u4eba\u5de5\u667a\u80fd<\/strong>\u3001 <strong data-start=\"231\" data-end=\"238\">\u7269\u8054\u7f51<\/strong> \u548c <strong data-start=\"243\" data-end=\"261\">\u6570\u5b57\u6280\u80fd<\/strong> \u7684\u201c\u65b0\u4e00\u4ee3\u5de5\u7a0b\u5e08\u201d\uff0c\u5e76\u6ee1\u8db3\u65b0 S \u66f2\u7ebf\u65f6\u4ee3\u5236\u9020\u4e1a\u548c\u5de5\u4e1a\u90e8\u95e8\u7684\u9700\u6c42\u3002<\/p>\n<p data-start=\"358\" data-end=\"652\">\u8be5\u8bfe\u7a0b\u7684\u4eae\u70b9\u5728\u4e8e\u4e0e\u6cf0\u56fd\u7269\u8054\u7f51\u534f\u4f1a \uff08TIoT\uff09\u3001AIAT\u3001MFEC \u548c TDGA \u7b49\u516c\u5171\u548c\u79c1\u8425\u90e8\u95e8\u7684\u5408\u4f5c\u673a\u6784\u5171\u540c\u8bbe\u8ba1\u7684\u8bfe\u7a0b\uff0c\u8be5\u534f\u4f1a\u4e13\u6ce8\u4e8e\u901a\u8fc7<strong data-start=\"604\" data-end=\"631\">\u975e\u5b66\u4f4d\u8bc1\u4e66<\/strong>\u6a21\u5f0f\u63d0\u5347\/\u518d\u57f9\u8bad\u4eba\u5de5\u667a\u80fd<strong data-start=\"551\" data-end=\"565\">\u548c\u7269\u8054\u7f51<\/strong>\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n<ol data-start=\"653\" data-end=\"959\">\n<li data-start=\"653\" data-end=\"736\"><strong data-start=\"656\" data-end=\"698\">\u4e92\u8054\u667a\u80fd\uff1aAIoT \u5728\u884c\u52a8<\/strong> \u2013 \u4e13\u6ce8\u4e8e\u8fde\u63a5 IoT \u548c AI \u6280\u672f<\/li>\n<li data-start=\"737\" data-end=\"832\"><strong data-start=\"740\" data-end=\"782\">Mastery AI\uff1a\u4e0b\u4e00\u4ee3\u6280\u80fd\u52a9\u63a8\u5668<\/strong> \u2013 \u65e8\u5728\u63d0\u5347\u5b66\u4e60\u8005\u6210\u4e3a AI \u4e13\u5bb6<\/li>\n<li data-start=\"833\" data-end=\"959\"><strong data-start=\"836\" data-end=\"878\">\u9762\u5411\u4e0b\u4e00\u4ee3\u7684\u6570\u5b57\u6280\u672f\u6280\u80fd<\/strong> \u2013 \u57f9\u517b\u6db5\u76d6\u6570\u636e\u6cbb\u7406\u3001\u7f51\u7edc\u5b89\u5168\u548c\u6570\u5b57\u670d\u52a1\u7684\u6570\u5b57\u6280\u80fd<\/li>\n<\/ol>\n<p data-start=\"961\" data-end=\"1302\" data-is-last-node=\"\" data-is-only-node=\"\">\u6240\u6709\u8bfe\u7a0b\u5747\u6839\u636e\u884c\u4e1a\u5b9e\u9645\u9700\u8981\u7684\u201cSkill Gap\u201d\u6846\u67b6\u8bbe\u8ba1\uff0c\u5f3a\u8c03\u4e0e\u5408\u4f5c\u4f19\u4f34\u516c\u53f8\u7684\u5b9e\u8df5\u57f9\u8bad\uff0c\u5e76\u62e5\u6709\u884c\u4e1a\u8ba4\u53ef\u7684 <strong data-start=\"1084\" data-end=\"1098\">\u8bc1\u4e66<\/strong> \u7cfb\u7edf\uff0c\u4f8b\u5982\u201cCertified IoT Specialist\u201d\u6216\u201cAI Data Analyst\u201d\uff0c\u4ee5\u4fbf\u6bd5\u4e1a\u751f\u6210\u4e3a\u4e00\u652f\u968f\u65f6\u53ef\u7528\u5e76\u6ee1\u8db3\u672a\u6765\u6280\u672f\u9700\u6c42\u7684\u52b3\u52a8\u529b\u3002<\/p>\n\n<p><\/p>\n\n<p><\/p>\n\n<p><\/p>\n<h3><strong>2. \u4e0e\u5927\u6570\u636e\u7814\u7a76\u6240\uff08\u516c\u5171\u7ec4\u7ec7\uff09\u5408\u4f5c\uff0c\u52a0\u5f3a\u548c\u63d0\u9ad8\u6570\u636e\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd \uff08AI\uff09 \u4e2d\u7ea7\u6280\u80fd\u7684\u9879\u76ee  <\/strong><\/h3>\n<p data-start=\"19\" data-end=\"575\">\u65af\u5229\u5e15\u987f\u5927\u5b66\u4fe1\u606f\u6280\u672f\u5b66\u9662\u4e0e\u5927\u6570\u636e\u7814\u7a76\u6240\uff08\u516c\u5171\u7ec4\u7ec7\uff09\u5408\u4f5c\uff0c\u57f9\u517b\u5177\u6709\u5927\u6570\u636e\u5206\u6790\u548c\u7ba1\u7406\u6280\u80fd\u7684\u4eba\u624d\uff0c\u5e76\u5e94\u7528\u4eba\u5de5\u667a\u80fd \uff08AI\uff09 \u6280\u672f\u6765\u652f\u6301\u6570\u5b57\u65f6\u4ee3\u7684\u5e02\u573a\u9700\u6c42\u3002\u7136\u800c\u6807\u51c6\u8bfe\u7a0b\u6db5\u76d6\u5927\u6570\u636e\u7ba1\u7406\u3001\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c Spark \u5e73\u53f0\u4e0a\u7f16\u7a0b\u7684\u57fa\u7840\u77e5\u8bc6\u3002<\/p>\n<p data-start=\"577\" data-end=\"629\"><strong data-start=\"577\" data-end=\"629\">\u4e2d\u7ea7\u6570\u636e\u79d1\u5b66\u8bfe\u7a0b\u4eae\u70b9\uff085 \u5929\uff09<\/strong><\/p>\n<ul data-start=\"630\" data-end=\"1051\">\n<li data-start=\"630\" data-end=\"717\"><strong data-start=\"632\" data-end=\"656\">\u5927\u6570\u636e\u7ba1\u7406\uff1a<\/strong> \u5b9a\u4e49\u3001\u529f\u80fd\u548c\u76f8\u5173\u6280\u672f\uff08Hadoop\u3001Spark\uff09<\/li>\n<li data-start=\"718\" data-end=\"847\"><strong data-start=\"720\" data-end=\"752\">\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff1a<\/strong> \u4e86\u89e3 Deep Learning\u3001K-Means \u7b49\u7b97\u6cd5\u53ca\u5176\u5728\u5927\u6570\u636e\u4e2d\u7684\u5e94\u7528\u3002<\/li>\n<li data-start=\"848\" data-end=\"946\"><strong data-start=\"850\" data-end=\"887\">\u5927\u6570\u636e\u5206\u6790\u548c\u7f16\u7a0b\uff1a<\/strong> \u901a\u8fc7Spark\u751f\u6001\u7cfb\u7edf\u7ec3\u4e60\u7f16\u7a0b\u548c\u5206\u6790\u771f\u5b9e\u6570\u636e<\/li>\n<li data-start=\"947\" data-end=\"1051\"><strong data-start=\"949\" data-end=\"973\">\u6d4b\u91cf\u548c\u58f0\u660e\uff1a<\/strong> \u901a\u8fc7\u6d4b\u9a8c\u3001\u4f5c\u4e1a\u3001\u540e\u6d4b\u8fdb\u884c\u8bc4\u4f30\uff0c\u5e76\u5411\u5408\u683c\u7684\u5b66\u4e60\u8005\u9881\u53d1\u8bc1\u4e66\u3002<\/li>\n<\/ul>\n\n<p><\/p>\n\n<p><\/p>\n\n<p><\/p>\n<h3><strong>3. \u4e0e\u6570\u5b57\u516c\u5171\u90e8\u95e8\u4eba\u5458\u53d1\u5c55\u7814\u7a76\u6240 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