{"id":18207,"date":"2025-07-17T22:32:45","date_gmt":"2025-07-17T20:32:45","guid":{"rendered":"https:\/\/www2.mie.uth.gr\/?page_id=18207"},"modified":"2025-09-24T11:15:59","modified_gmt":"2025-09-24T08:15:59","slug":"%ce%b5%ce%b9%cf%83%ce%b1%ce%b3%cf%89%ce%b3%ce%b7-%cf%83%cf%84%ce%b7%ce%bd-%cf%84%ce%b5%cf%87%ce%bd%ce%b7%cf%84%ce%b7-%ce%bd%ce%bf%ce%b7%ce%bc%ce%bf%cf%83%cf%85%ce%bd%ce%b7","status":"publish","type":"page","link":"https:\/\/mie.uth.gr\/?page_id=18207","title":{"rendered":"\u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397"},"content":{"rendered":"\t\t
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\u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u03a0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03af\u03b5\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\u03a0\u03b5\u03c1\u03af\u03b3\u03c1\u03b1\u03bc\u03bc\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2<\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u039a\u03b1\u03c4\u03b7\u03b3\u03bf\u03c1\u03af\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2<\/strong>
\u03a4\u03cd\u03c0\u03bf\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2<\/strong>
\u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2 \u0393\u03c1\u03b1\u03bc\u03bc\u03b1\u03c4\u03b5\u03af\u03b1\u03c2<\/strong>
\u0395\u03be\u03ac\u03bc\u03b7\u03bd\u03bf<\/strong>
\u0394\u03b9\u03ac\u03c1\u03ba\u03b5\u03b9\u03b1<\/strong>
ECTS Units<\/strong>
\u0394\u03b9\u03b4\u03ac\u03c3\u03ba\u03c9\u03bd<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\u03a0\u03c1\u03bf\u03c0\u03c4\u03c5\u03c7\u03b9\u03b1\u03ba\u03cc
\u0395<\/p>

\u0395\u03a00903<\/p>

9\u03bf (\u03a7\u03b5\u03b9\u03bc\u03b5\u03c1\u03b9\u03bd\u03cc)
5 \u03ce\u03c1\u03b5\u03c2\/\u03b5\u03b2\u03b4\u03bf\u03bc\u03ac\u03b4\u03b1
6
\u0391\u03bc\u03c0\u03bf\u03c5\u03bd\u03c4\u03ce\u03bb\u03b1\u03c2 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u039a\u03b1\u03c4\u03b7\u03b3\u03bf\u03c1\u03af\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2: <\/strong>\u03a0\u03c1\u03bf\u03c0\u03c4\u03c5\u03c7\u03b9\u03b1\u03ba\u03cc
\u03a4\u03cd\u03c0\u03bf\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2: <\/strong>\u0395
\u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2 \u0393\u03c1\u03b1\u03bc\u03bc\u03b1\u03c4\u03b5\u03af\u03b1\u03c2:\u00a0<\/strong>
\u0395\u03be\u03ac\u03bc\u03b7\u03bd\u03bf: <\/strong>9\u03bf (\u03a7\u03b5\u03b9\u03bc\u03b5\u03c1\u03b9\u03bd\u03cc)
\u0394\u03b9\u03ac\u03c1\u03ba\u03b5\u03b9\u03b1:\u00a0<\/strong>5 \u03ce\u03c1\u03b5\u03c2\/\u03b5\u03b2\u03b4\u03bf\u03bc\u03ac\u03b4\u03b1
ECTS Units:\u00a0<\/strong>6
\u0394\u03b9\u03b4\u03ac\u03c3\u03ba\u03c9\u03bd:\u00a0<\/strong>\u0391\u03bc\u03c0\u03bf\u03c5\u03bd\u03c4\u03ce\u03bb\u03b1\u03c2 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n
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<\/i>\u03a3\u03ba\u03bf\u03c0\u03cc\u03c2<\/span><\/div>

\u03a3\u03ba\u03bf\u03c0\u03cc\u03c2 \u03c4\u03bf\u03c5 \u03bc\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u03b5\u03af\u03bd\u03b1\u03b9 \u03b7 \u03ba\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7 \u03b2\u03b1\u03c3\u03b9\u03ba\u03ce\u03bd \u03b5\u03bd\u03bd\u03bf\u03b9\u03ce\u03bd, \u03b1\u03c1\u03c7\u03ce\u03bd \u03ba\u03b1\u03b9 \u03bc\u03b5\u03b8\u03cc\u03b4\u03c9\u03bd \u03c4\u03b7\u03c2 \u03c4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae\u03c2 \u03bd\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03b7\u03c2 \u03bc\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03ae\u03c2 \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7\u03c2, \u03b7 \u03b5\u03be\u03bf\u03b9\u03ba\u03b5\u03af\u03c9\u03c3\u03b7 \u03bc\u03b5 \u03b5\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7\u03c2 \u03c3\u03c5\u03c3\u03c4\u03b7\u03bc\u03ac\u03c4\u03c9\u03bd \u03c4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae\u03c2 \u03bd\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03b7 \u03c0\u03b1\u03c1\u03bf\u03c5\u03c3\u03af\u03b1\u03c3\u03b7 \u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ce\u03bd \u03c3\u03b5 \u03c0\u03c1\u03bf\u03b2\u03bb\u03ae\u03bc\u03b1\u03c4\u03b1 \u03c4\u03bf\u03c5 \u03bc\u03b7\u03c7\u03b1\u03bd\u03bf\u03bb\u03cc\u03b3\u03bf\u03c5 \u03bc\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03bf\u03cd.<\/p><\/div>\n\t\t\t\t\t<\/div>

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<\/i>\u03a0\u03b5\u03c1\u03b9\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03b1<\/span><\/div>
  • \u0395\u03b9\u03c3\u03b1\u03b3\u03c9\u03b3\u03ae \u03c3\u03c4\u03b7\u03bd \u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ae \u039d\u03bf\u03b7\u03bc\u03bf\u03c3\u03cd\u03bd\u03b7 (\u03a4\u039d) \u03ba\u03b1\u03b9 \u039c\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03ae \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (\u039c\u039c) (\u03bc\u03ac\u03b8\u03b7\u03c3\u03b7 \u03c3\u03b5 \u03b1\u03bd\u03ce\u03c4\u03b5\u03c1\u03bf\u03c5\u03c2 \u03bf\u03c1\u03b3\u03b1\u03bd\u03b9\u03c3\u03bc\u03bf\u03cd\u03c2, \u03bc\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03ae \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7; \u03bb\u03bf\u03b3\u03b9\u03ba\u03ae, \u03b4\u03ad\u03bd\u03c4\u03c1\u03b1 \u03ba\u03b1\u03b9 \u03bb\u03ae\u03c8\u03b7 \u03b1\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03c9\u03bd, \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03b1\u03bd\u03b1\u03b6\u03ae\u03c4\u03b7\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c0\u03b1\u03af\u03b3\u03bd\u03b9\u03b1, \u03c0\u03c1\u03bf\u03c4\u03b1\u03c3\u03b9\u03b1\u03ba\u03ae \u03bb\u03bf\u03b3\u03b9\u03ba\u03ae, \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03b2\u03b1\u03c3\u03b9\u03c3\u03bc\u03ad\u03bd\u03bf\u03b9 \u03c3\u03b5 \u03c0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1 \u03c4\u03b7\u03c2 \u03c6\u03cd\u03c3\u03b7\u03c2, \u03c3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7).\u00a0<\/li>
  • \u0395\u03c0\u03b9\u03b2\u03bb\u03b5\u03c0\u03cc\u03bc\u03b5\u03bd\u03b7 M\u03ac\u03b8\u03b7\u03c3\u03b7 (\u03c0\u03c1\u03cc\u03b2\u03bb\u03b7\u03bc\u03b1 \u03c4\u03b7\u03c2 \u03c0\u03c1\u03cc\u03b2\u03bb\u03b5\u03c8\u03b7\u03c2, \u03ba\u03b1\u03c4\u03b7\u03b3\u03bf\u03c1\u03b9\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7, \u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03c0\u03b1\u03bb\u03b9\u03bd\u03b4\u03c1\u03cc\u03bc\u03b7\u03c3\u03b7, \u03b5\u03ba\u03c4\u03af\u03bc\u03b7\u03c3\u03b7 \u03bc\u03ad\u03b3\u03b9\u03c3\u03c4\u03b7\u03c2 \u03c0\u03b9\u03b8\u03b1\u03bd\u03bf\u03c6\u03ac\u03bd\u03b5\u03b9\u03b1\u03c2, \u039c\u03b7\u03c7\u03b1\u03bd\u03ad\u03c2 \u0394\u03b9\u03b1\u03bd\u03c5\u03c3\u03bc\u03ac\u03c4\u03c9\u03bd \u03a5\u03c0\u03bf\u03c3\u03c4\u03ae\u03c1\u03b9\u03be\u03b7\u03c2 (SVM), \u03b4\u03ad\u03bd\u03c4\u03c1\u03b1 \u03b1\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03c9\u03bd).<\/li>
  • \u0395\u03c1\u03b3\u03b1\u03bb\u03b5\u03af\u03b1 \u0392\u03b5\u03bb\u03c4\u03b9\u03c3\u03c4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7\u03c2 \u03c3\u03c4\u03b7\u03bd \u03a4\u039d \u03ba\u03b1\u03b9 \u039c\u039c (\u03b2\u03b5\u03bb\u03c4\u03b9\u03c3\u03c4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7, \u03b5\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03bf\u03af \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03b1\u03bd\u03b1\u03b6\u03ae\u03c4\u03b7\u03c3\u03b7\u03c2, \u03c3\u03c4\u03bf\u03c7\u03b1\u03c3\u03c4\u03b9\u03ba\u03bf\u03af \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03b9 \u03bc\u03ad\u03b3\u03b9\u03c3\u03c4\u03b7\u03c2 \u03ba\u03b1\u03c4\u03ac\u03b2\u03b1\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c0\u03c1\u03bf\u03c3\u03b1\u03c1\u03bc\u03bf\u03c3\u03c4\u03b9\u03ba\u03ae \u03bc\u03ac\u03b8\u03b7\u03c3\u03b7, \u03bf\u03c0\u03af\u03c3\u03b8\u03b9\u03b1 \u03b4\u03b9\u03ac\u03b4\u03bf\u03c3\u03b7 \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1\u03c4\u03bf\u03c2).<\/li>
  • \u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ac \u039d\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u0394\u03af\u03ba\u03c4\u03c5\u03b1 \u03ba\u03b1\u03b9 \u0392\u03b1\u03b8\u03b9\u03ac \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (\u03a4\u03b5\u03c7\u03bd\u03b7\u03c4\u03ac \u039d\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u0394\u03af\u03ba\u03c4\u03c5\u03b1, \u03c0\u03bf\u03bb\u03c5\u03b5\u03c0\u03af\u03c0\u03b5\u03b4\u03b1 \u03bd\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u03b4\u03af\u03ba\u03c4\u03c5\u03b1, \u03bc\u03ad\u03b8\u03bf\u03b4\u03bf\u03c2 \u03b5\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7\u03c2 \u03c4\u03b7\u03c2 \u03bf\u03c0\u03af\u03c3\u03b8\u03b9\u03b1\u03c2 \u03b4\u03b9\u03ac\u03b4\u03bf\u03c3\u03b7\u03c2 \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1\u03c4\u03bf\u03c2, \u03a3\u03c5\u03bd\u03b5\u03bb\u03b9\u03ba\u03c4\u03b9\u03ba\u03ac \u039d\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u03b4\u03af\u03ba\u03c4\u03c5\u03b1 (CNN),
    \u0391\u03bd\u03b1\u03b4\u03c1\u03bf\u03bc\u03b9\u03ba\u03ac \u039d\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u0394\u03af\u03ba\u03c4\u03c5\u03b1 (RNN), \u039d\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ac \u0394\u03af\u03ba\u03c4\u03c5\u03b1 \u039c\u03b1\u03ba\u03c1\u03ac\u03c2 \u03ba\u03b1\u03b9 \u0392\u03c1\u03b1\u03c7\u03b5\u03af\u03b1\u03c2 \u039c\u03bd\u03ae\u03bc\u03b7\u03c2 (LSTM)).<\/li>
  • \u0395\u03bd\u03b9\u03c3\u03c7\u03c5\u03c4\u03b9\u03ba\u03ae \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (\u03b1\u03bd\u03b1\u03b6\u03ae\u03c4\u03b7\u03c3\u03b7 \u03c3\u03c4\u03bf \u03c7\u03ce\u03c1\u03bf \u03c4\u03c9\u03bd \u03b2\u03ad\u03bb\u03c4\u03b9\u03c3\u03c4\u03c9\u03bd \u03c0\u03bf\u03bb\u03b9\u03c4\u03b9\u03ba\u03ce\u03bd, \u03b1\u03bd\u03b1\u03b6\u03ae\u03c4\u03b7\u03c3\u03b7 \u03c3\u03c4\u03bf \u03c7\u03ce\u03c1\u03bf \u03c4\u03c9\u03bd \u03c4\u03b9\u03bc\u03ce\u03bd)<\/li>
  • \u039c\u03b7 \u0395\u03c0\u03b9\u03b2\u03bb\u03b5\u03c0\u03cc\u03bc\u03b5\u03bd\u03b7 \u039c\u03ac\u03b8\u03b7\u03c3\u03b7 (\u03b4\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03c9\u03bd \u03b1\u03c0\u03cc \u03c4\u03b1 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03b1 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03b1\u03b3\u03bd\u03ce\u03c1\u03b9\u03c3\u03b7 \u03c0\u03c1\u03bf\u03c4\u03cd\u03c0\u03c9\u03bd, \u039f\u03bc\u03b1\u03b4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd, \u0399\u03b5\u03c1\u03b1\u03c1\u03c7\u03b9\u03ba\u03ae \u039f\u03bc\u03b1\u03b4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7, \u039f\u03bc\u03b1\u03b4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7 \u03bc\u03b5 k-means; \u03a0\u03b9\u03b8\u03b1\u03bd\u03bf\u03c4\u03b9\u03ba\u03ac \u03bc\u03bf\u03bd\u03c4\u03ad\u03bb\u03b1: \u0393\u03ba\u03b1\u03bf\u03c5\u03c3\u03b9\u03b1\u03bd\u03bf\u03af \u03c0\u03c5\u03c1\u03ae\u03bd\u03b5\u03c2 \u03ba\u03b1\u03b9 \u03bc\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1, \u03b5\u03ba\u03c4\u03af\u03bc\u03b7\u03c3\u03b7 \u03c0\u03b1\u03c1\u03b1\u03bc\u03ad\u03c4\u03c1\u03c9\u03bd \u03bc\u03ad\u03c3\u03c9 \u03c4\u03bf\u03c5 \u03b1\u03bb\u03b3\u03cc\u03c1\u03b9\u03b8\u03bc\u03bf\u03c5 \u0395\u039c, \u03b4\u03af\u03ba\u03c4\u03c5\u03b1 Bayes)<\/li>
  • \u03a0\u03c1\u03b1\u03ba\u03c4\u03b9\u03ba\u03ad\u03c2 \u0395\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2 (\u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2 \u03c0\u03c1\u03cc\u03b2\u03bb\u03b5\u03c8\u03b7\u03c2, \u03c4\u03b1\u03be\u03b9\u03bd\u03cc\u03bc\u03b7\u03c3\u03b7\u03c2, \u03bf\u03bc\u03b1\u03b4\u03bf\u03c0\u03bf\u03af\u03b7\u03c3\u03b7\u03c2\/\u03c3\u03c5\u03c3\u03c4\u03ac\u03b4\u03b1\u03c2, \u03bb\u03ae\u03c8\u03b7\u03c2 \u03b1\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03c9\u03bd \u03c3\u03b5 \u03c0\u03c1\u03bf\u03b2\u03bb\u03ae\u03bc\u03b1\u03c4\u03b1 \u03c4\u03bf\u03c5 \u03bc\u03b7\u03c7\u03b1\u03bd\u03bf\u03bb\u03cc\u03b3\u03bf\u03c5 \u03bc\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03bf\u03cd).<\/li><\/ul><\/div>\n\t\t\t\t\t<\/div>
    \n\t\t\t\t\t
    <\/i>\u0392\u03b9\u03b2\u03bb\u03b9\u03bf\u03b3\u03c1\u03b1\u03c6\u03af\u03b1<\/span><\/div>

    \u0392\u03b9\u03b2\u03bb\u03af\u03b1<\/strong><\/span>
    \u2212 S. Russell, P. Norvig. Artificial Intelligence: A Modern Approach, 3rd Edition. Prentice-Hall, Englewood Cliffs, NJ, 2009.
    \u2212 K.P. Murphy. Machine Learning: A Probabilistic Perspective, MIT Press, 2012.
    \u2212 M. Mohri, A. Rostamizadeh, and A. Talwalkar. Foundations of Machine Learning, MIT Press, 2012.
    \u2212 R.S. Sutton, A.G. Barto. Reinforcement Learning: An Introduction, 2nd Edition, MIT Press, 2018.
    \u2212 I. Goodfellow, Y. Bengio, and A. Courville. Deep Learning, MIT Press, 2016.
    \u2212 C.M. Bishop. Pattern Recognition and Machine Learning, Springer 2007.
    \u2212 T. Hastie, R. Tibshirani, J. Friedman. The Elements of Statistical Learning, Springer, 2011.
    \u2212 S. Haykin. Neural Networks and Learning Machines, Pearson, 2008.
    \u2212 W. McKinney. Python for Data Analysis, 2nd Edition. O’Reilly Media, 2017.

    \u03a0\u03b5\u03c1\u03b9\u03bf\u03b4\u03b9\u03ba\u03ac<\/strong> <\/span>
    \u2212 Artificial intelligence
    \u2212 IEEE Transactions on Neural Networks and Learning Systems
    \u2212 IEEE Transactions on Pattern Analysis and Machine Intelligence
    \u2212 IEEE Transactions on Evolutionary Computation
    \u2212 IEEE Transactions on Fuzzy Systems
    \u2212 IEEE Computational Intelligence Magazine
    \u2212 Journal of Machine Learning Research
    \u2212 Pattern Recognition
    \u2212 Neural Networks
    \u2212 Information Sciences
    \u2212 Machine Learning
    \u2212 Annals of Statistics
    \u2212 Journal of the Royal Statistical Society. Series B: Statistical Methodology<\/p><\/div>\n\t\t\t\t\t<\/div>

    \n\t\t\t\t\t
    <\/i>\u0393\u03bb\u03ce\u03c3\u03c3\u03b1 \u0394\u03b9\u03b4\u03b1\u03c3\u03ba\u03b1\u03bb\u03af\u03b1\u03c2<\/span><\/div>

    \u0395\u03bb\u03bb\u03b7\u03bd\u03b9\u03ba\u03ae \u03ae \u0391\u03b3\u03b3\u03bb\u03b9\u03ba\u03ae<\/p><\/div>\n\t\t\t\t\t<\/div>

    \n\t\t\t\t\t
    <\/i>\u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03c2 \u0394\u03b9\u03b4\u03b1\u03c3\u03ba\u03b1\u03bb\u03af\u03b1\u03c2<\/span><\/div>

    \u0394\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03b9\u03c2<\/p><\/div>\n\t\t\t\t\t<\/div>

    \n\t\t\t\t\t
    <\/i>\u0391\u03be\u03b9\u03bf\u03bb\u03cc\u03b3\u03b7\u03c3\u03b7<\/span><\/div>
    \u0393\u03c1\u03b1\u03c0\u03c4\u03ae \u03c4\u03b5\u03bb\u03b9\u03ba\u03ae \u03b5\u03be\u03ad\u03c4\u03b1\u03c3\u03b7<\/strong><\/td>70%<\/td><\/tr>
    \u0395\u03c1\u03b3\u03b1\u03c3\u03af\u03b5\u03c2\/\u0391\u03c3\u03ba\u03ae\u03c3\u03b5\u03b9\u03c2\u00a0<\/strong><\/td>30%<\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div>
    \n\t\t\t\t\t
    <\/i>\u03a6\u03cc\u03c1\u03c4\u03bf\u03c2 \u0395\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 (\u03c3\u03b5 \u03ce\u03c1\u03b5\u03c2)<\/span><\/div>
    \u0394\u03c1\u03b1\u03c3\u03c4\u03b7\u03c1\u03b9\u03cc\u03c4\u03b7\u03c4\u03b1<\/strong><\/td>\u03a6\u03cc\u03c1\u03c4\u03bf\u03c2 \u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03b5\u03be\u03b1\u03bc\u03ae\u03bd\u03bf\u03c5<\/strong><\/td><\/tr>
    \u0394\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03b9\u03c2 (\u03b8\u03b5\u03c9\u03c1\u03af\u03b1)<\/td>40<\/td><\/tr>
    \u0394\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03b9\u03c2 (\u03c6\u03c1\u03bf\u03bd\u03c4\u03b9\u03c3\u03c4\u03ae\u03c1\u03b9\u03bf)<\/td>12<\/td><\/tr>
    \u0395\u03c1\u03b3\u03b1\u03c3\u03c4\u03ae\u03c1\u03b9\u03bf<\/td>6<\/td><\/tr>
    \u0391\u03c3\u03ba\u03ae\u03c3\u03b5\u03b9\u03c2\/\u0395\u03c1\u03b3\u03b1\u03c3\u03af\u03b5\u03c2 \u03c3\u03c4\u03bf \u03c3\u03c0\u03af\u03c4\u03b9<\/td>42<\/td><\/tr>
    \u0391\u03c5\u03c4\u03bf\u03c4\u03b5\u03bb\u03ae\u03c2 \u03bc\u03b5\u03bb\u03ad\u03c4\u03b7<\/td>50<\/td><\/tr>
    \u03a3\u03cd\u03bd\u03bf\u03bb\u03bf \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 (25 \u03ce\u03c1\u03b5\u03c2 <\/strong>
    \u03c6\u03cc\u03c1\u03c4\u03bf\u03c5 \u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1\u03c2 \u03b1\u03bd\u03ac \u03c0\u03b9\u03c3\u03c4\u03c9\u03c4\u03b9\u03ba\u03ae <\/strong>
    \u03bc\u03bf\u03bd\u03ac\u03b4\u03b1) <\/strong><\/td>    		150<\/strong><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

    \u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397 \u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397 \u03a0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03af\u03b5\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u03a0\u03b5\u03c1\u03af\u03b3\u03c1\u03b1\u03bc\u03bc\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u039a\u03b1\u03c4\u03b7\u03b3\u03bf\u03c1\u03af\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2\u03a4\u03cd\u03c0\u03bf\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2\u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2 \u0393\u03c1\u03b1\u03bc\u03bc\u03b1\u03c4\u03b5\u03af\u03b1\u03c2\u0395\u03be\u03ac\u03bc\u03b7\u03bd\u03bf\u0394\u03b9\u03ac\u03c1\u03ba\u03b5\u03b9\u03b1ECTS Units\u0394\u03b9\u03b4\u03ac\u03c3\u03ba\u03c9\u03bd \u03a0\u03c1\u03bf\u03c0\u03c4\u03c5\u03c7\u03b9\u03b1\u03ba\u03cc\u0395 \u0395\u03a00903 9\u03bf (\u03a7\u03b5\u03b9\u03bc\u03b5\u03c1\u03b9\u03bd\u03cc)5 \u03ce\u03c1\u03b5\u03c2\/\u03b5\u03b2\u03b4\u03bf\u03bc\u03ac\u03b4\u03b16\u0391\u03bc\u03c0\u03bf\u03c5\u03bd\u03c4\u03ce\u03bb\u03b1\u03c2 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039a\u03b1\u03c4\u03b7\u03b3\u03bf\u03c1\u03af\u03b1 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2: \u03a0\u03c1\u03bf\u03c0\u03c4\u03c5\u03c7\u03b9\u03b1\u03ba\u03cc\u03a4\u03cd\u03c0\u03bf\u03c2 \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2: \u0395\u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2<\/p>\n","protected":false},"author":8,"featured_media":9407,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-18207","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"\n\u0395\u03a00903 \u0395\u0399\u03a3\u0391\u0393\u03a9\u0393\u0397 \u03a3\u03a4\u0397\u039d \u03a4\u0395\u03a7\u039d\u0397\u03a4\u0397 \u039d\u039f\u0397\u039c\u039f\u03a3\u03a5\u039d\u0397 - 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