{"id":1443,"date":"2023-05-12T17:26:18","date_gmt":"2023-05-12T14:26:18","guid":{"rendered":"https:\/\/www.civil.ihu.gr\/?post_type=course&#038;p=1443"},"modified":"2023-11-14T16:38:42","modified_gmt":"2023-11-14T14:38:42","slug":"%ce%b3%ce%b5%ce%bd005","status":"publish","type":"course","link":"https:\/\/www.civil.ihu.gr\/en\/courses\/%ce%b3%ce%b5%ce%bd005\/","title":{"rendered":"Probabilities and Statistics"},"author":6,"template":"","meta":{"_acf_changed":false},"semester":[11],"course_type":[12],"class_list":["post-1443","course","type-course","status-publish","hentry","semester-11","course_type-general_background"],"acf":{"code":"\u0393\u0395\u039d005","semester":11,"level":"1","teaching_activities":{"activity_1":{"description":"","weekly_hrs":"","ects":""},"activity_2":{"description":"","weekly_hrs":"","ects":""},"activity_3":{"description":"","weekly_hrs":"","ects":""},"activity_4":{"description":"","weekly_hrs":"","ects":""},"activity_5":{"description":"","weekly_hrs":"","ects":""}},"type":12,"language":"\u0395\u03bb\u03bb\u03b7\u03bd\u03b9\u03ba\u03ac","erasmus":"\u039d\u03b1\u03b9","url":"","prerequisites":[1422],"instructors":"","coordinator":"","content":"\u03a0\u03b5\u03c1\u03b9\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03b1 \u03b4\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03c9\u03bd \u03b1\u03bd\u03ac \u03b5\u03b2\u03b4\u03bf\u03bc\u03ac\u03b4\u03b1 \u03bc\u03b1\u03b8\u03b7\u03bc\u03ac\u03c4\u03c9\u03bd\r\n1\u03b7. \u03a3\u03c5\u03bd\u03b4\u03c5\u03b1\u03c3\u03c4\u03b9\u03ba\u03ae \u0391\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7 (\u039c\u03b5\u03c4\u03b1\u03b8\u03ad\u03c3\u03b5\u03b9\u03c2, \u0395\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03ad\u03c2 \u039c\u03b5\u03c4\u03b1\u03b8\u03ad\u03c3\u03b5\u03b9\u03c2, \u03a3\u03c5\u03bd\u03b4\u03c5\u03b1\u03c3\u03bc\u03bf\u03af, \u0394\u03b9\u03b1\u03c4\u03ac\u03be\u03b5\u03b9\u03c2,\r\n\u0395\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03ad\u03c2 \u0394\u03b9\u03b1\u03c4\u03ac\u03be\u03b5\u03b9\u03c2, \u0395\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03bf\u03af \u03a3\u03c5\u03bd\u03b4\u03c5\u03b1\u03c3\u03bc\u03bf\u03af). \u0397 \u03b1\u03c1\u03c7\u03ae \u03c4\u03b7\u03c2 \u0391\u03c0\u03b1\u03c1\u03af\u03b8\u03bc\u03b7\u03c3\u03b7\u03c2. \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1.\r\n2\u03b7. \u0392\u03b1\u03c3\u03b9\u03ba\u03ad\u03c2 \u03ad\u03bd\u03bd\u03bf\u03b9\u03b5\u03c2 \u03c4\u03b7\u03c2 \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae\u03c2 (\u03a4\u03c5\u03c7\u03b1\u03af\u03b1 \u039c\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03ae, \u03a0\u03bb\u03b7\u03b8\u03c5\u03c3\u03bc\u03cc\u03c2, \u0394\u03b5\u03af\u03b3\u03bc\u03b1). \u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03b9 \u03ba\u03b1\u03b9\r\n\u039f\u03c1\u03b3\u03ac\u03bd\u03c9\u03c3\u03b7 \u0394\u03b5\u03b9\u03b3\u03bc\u03b1\u03c4\u03bf\u03bb\u03b7\u03c8\u03af\u03b1\u03c2. \u03a4\u03bf \u0395\u03c1\u03c9\u03c4\u03b7\u03bc\u03b1\u03c4\u03bf\u03bb\u03cc\u03b3\u03b9\u03bf.\r\n3\u03b7. \u0391\u03c0\u03bf\u03b3\u03c1\u03b1\u03c6\u03b9\u03ba\u03ae \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae. \u039a\u03bb\u03ac\u03c3\u03b5\u03b9\u03c2 \u2013 \u03a3\u03c5\u03c7\u03bd\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 \u2013 \u0391\u03b8\u03c1\u03bf\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03ba\u03b1\u03b9 \u03a3\u03c7\u03b5\u03c4\u03b9\u03ba\u03ae \u03a3\u03c5\u03c7\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1. \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03bf\u03af\r\n\u03a0\u03af\u03bd\u03b1\u03ba\u03b5\u03c2 \u03ba\u03b1\u03b9 \u0393\u03c1\u03b1\u03c6\u03ae\u03bc\u03b1\u03c4\u03b1.\r\n4\u03b7. \u03a0\u03b1\u03c1\u03ac\u03bc\u03b5\u03c4\u03c1\u03bf\u03b9 \u039a\u03b5\u03bd\u03c4\u03c1\u03b9\u03ba\u03ae\u03c2 \u03a4\u03ac\u03c3\u03b7\u03c2 (\u0391\u03c1\u03b9\u03b8\u03bc\u03b7\u03c4\u03b9\u03ba\u03cc\u03c2 \u2013 \u0393\u03b5\u03c9\u03bc\u03b5\u03c4\u03c1\u03b9\u03ba\u03cc\u03c2 \u2013 \u0391\u03c1\u03bc\u03bf\u03bd\u03b9\u03ba\u03cc\u03c2 \u03bc\u03ad\u03c3\u03bf\u03c2, \u0395\u03c0\u03b9\u03ba\u03c1\u03b1\u03c4\u03bf\u03cd\u03c3\u03b1 \u03a4\u03b9\u03bc\u03ae\r\n\u03ba\u03b1\u03b9 \u0394\u03b9\u03ac\u03bc\u03b5\u03c3\u03bf\u03c2. \u0399\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2. \u03a0\u03b1\u03c1\u03ac\u03bc\u03b5\u03c4\u03c1\u03bf\u03b9 \u0394\u03b9\u03b1\u03c3\u03c0\u03bf\u03c1\u03ac\u03c2 (\u0394\u03b9\u03b1\u03ba\u03cd\u03bc\u03b1\u03bd\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03a4\u03c5\u03c0\u03b9\u03ba\u03ae \u0391\u03c0\u03cc\u03ba\u03bb\u03b9\u03c3\u03b7). \u039f\u03b9 \u03af\u03b4\u03b9\u03b5\u03c2\r\n\u03c0\u03b1\u03c1\u03ac\u03bc\u03b5\u03c4\u03c1\u03bf\u03b9 \u03c3\u03b5 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03b1 \u03b4\u03bf\u03c3\u03bc\u03ad\u03bd\u03b1 \u03c3\u03b5 \u039a\u03bb\u03ac\u03c3\u03b5\u03b9\u03c2. \u039c\u03b5\u03c4\u03b1\u03c3\u03c7\u03b7\u03bc\u03b1\u03c4\u03b9\u03c3\u03bc\u03bf\u03af \u03ba\u03b1\u03b9 \u03b9\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03ad\u03c2 \u03c4\u03bf\u03c5\u03c2. \u039f\r\n\u03bc\u03b5\u03c4\u03b1\u03c3\u03c7\u03b7\u03bc\u03b1\u03c4\u03b9\u03c3\u03bc\u03cc\u03c2 \u0396.\r\n5\u03b7. \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 (\u03a0\u03b5\u03af\u03c1\u03b1\u03bc\u03b1 \u03c4\u03cd\u03c7\u03b7\u03c2, \u0394\u03b5\u03b9\u03b3\u03bc\u03b1\u03c4\u03bf\u03c7\u03ce\u03c1\u03bf\u03c2, \u0391\u03c0\u03bb\u03cc \u0395\u03bd\u03b4\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03bf, \u0395\u03bd\u03b4\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03bf). \u03a5\u03c0\u03b5\u03bd\u03b8\u03c5\u03bc\u03af\u03c3\u03b5\u03b9\u03c2 \u03b1\u03c0\u03cc\r\n\u03c4\u03b7 \u0398\u03b5\u03c9\u03c1\u03af\u03b1 \u03a3\u03c5\u03bd\u03cc\u03bb\u03c9\u03bd, \u0394\u03b9\u03b1\u03b3\u03c1\u03ac\u03bc\u03bc\u03b1\u03c4\u03b1 \u03c4\u03bf\u03c5 Venn, \u03b1\u03c0\u03bf\u03b4\u03b5\u03af\u03be\u03b5\u03b9\u03c2 \u03b9\u03b4\u03b9\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd. \u0397 \u03ad\u03bd\u03bd\u03bf\u03b9\u03b1 \u03c4\u03b7\u03c2 \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2 \u03ba\u03b1\u03b9\r\n\u03b9\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 \u03c4\u03b7\u03c2.\r\n6\u03b7. \u0391\u03c3\u03ba\u03ae\u03c3\u03b5\u03b9\u03c2 \u03a0\u03b9\u03b8\u03b1\u03bd\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd. \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 \u03c5\u03c0\u03cc \u03a3\u03c5\u03bd\u03b8\u03ae\u03ba\u03b7. \u0399\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2. \u03a4\u03bf \u0398\u03b5\u03ce\u03c1\u03b7\u03bc\u03b1 \u03c4\u03bf\u03c5 Bayes.\r\n7\u03b7 \u2013 8\u03b7. \u03a3\u03c5\u03bd\u03b1\u03c1\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae\u03c2 \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2 \u03c3\u03b5 \u0394\u03b9\u03b1\u03ba\u03c1\u03b9\u03c4\u03ad\u03c2 \u03a4\u03c5\u03c7\u03b1\u03af\u03b5\u03c2 \u039c\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03ad\u03c2 (\u039f\u03c1\u03b9\u03c3\u03bc\u03bf\u03af,\r\n\u03a3\u03c5\u03bc\u03b2\u03bf\u03bb\u03b9\u03c3\u03bc\u03bf\u03af, \u039c\u03b1\u03b8\u03b7\u03bc\u03b1\u03c4\u03b9\u03ba\u03ae \u0395\u03bb\u03c0\u03af\u03b4\u03b1 \u2013 \u0394\u03b9\u03b1\u03ba\u03cd\u03bc\u03b1\u03bd\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03b9\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03ad\u03c2 \u03c4\u03bf\u03c5\u03c2, \u0391\u03b8\u03c1\u03bf\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1).\r\n\u0394\u03b9\u03c9\u03bd\u03c5\u03bc\u03b9\u03ba\u03ae \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae. \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae Poisson. \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1.\r\n\u03a3\u03c5\u03bd\u03b1\u03c1\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae\u03c2 \u03c3\u03b5 \u03a3\u03c5\u03bd\u03b5\u03c7\u03b5\u03af\u03c2 \u03a4\u03c5\u03c7\u03b1\u03af\u03b5\u03c2 \u039c\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03ad\u03c2 (\u039f\u03c1\u03b9\u03c3\u03bc\u03bf\u03af, \u03a3\u03c5\u03bc\u03b2\u03bf\u03bb\u03b9\u03c3\u03bc\u03bf\u03af, \u039c\u03b1\u03b8\u03b7\u03bc\u03b1\u03c4\u03b9\u03ba\u03ae\r\n\u0395\u03bb\u03c0\u03af\u03b4\u03b1 \u2013 \u0394\u03b9\u03b1\u03ba\u03cd\u03bc\u03b1\u03bd\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03b9\u03b4\u03b9\u03cc\u03c4\u03b7\u03c4\u03ad\u03c2 \u03c4\u03bf\u03c5\u03c2). \u0397 \u039f\u03bc\u03bf\u03b9\u03cc\u03bc\u03bf\u03c1\u03c6\u03b7 \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae.\r\n9\u03b7. \u03a0\u03bf\u03bb\u03c5\u03c9\u03bd\u03c5\u03bc\u03b9\u03ba\u03ad\u03c2 \u03ba\u03b1\u03b9 \u0395\u03ba\u03b8\u03b5\u03c4\u03b9\u03ba\u03ad\u03c2 \u03a3\u03c5\u03bd\u03b1\u03c1\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae\u03c2 \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2. \u0397 \u039a\u03b1\u03bd\u03bf\u03bd\u03b9\u03ba\u03ae \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae \u03ba\u03b1\u03b9 \u03b7\r\n\u03a4\u03c5\u03c0\u03b9\u03ba\u03ae \u039a\u03b1\u03bd\u03bf\u03bd\u03b9\u03ba\u03ae \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae. \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1.\r\n10\u03b7 \u2013 11\u03b7. \u0397 \u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae \u03c4\u03bf\u03c5 Student (t-\u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae).\r\n\u0395\u03ba\u03c4\u03b9\u03bc\u03b7\u03c4\u03b9\u03ba\u03ae (\u039a\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ad\u03c2 \u0394\u03b5\u03b9\u03b3\u03bc\u03b1\u03c4\u03bf\u03bb\u03b7\u03c8\u03af\u03b1\u03c2 \u03b3\u03b9\u03b1 \u03c4\u03bf\u03bd \u039c\u03ad\u03c3\u03bf \u038c\u03c1\u03bf, \u03b3\u03b9\u03b1 \u0394\u03b9\u03b1\u03c6\u03bf\u03c1\u03ad\u03c2 \u039c\u03ad\u03c3\u03c9\u03bd \u038c\u03c1\u03c9\u03bd \u03ba\u03b1\u03b9 \u03b3\u03b9\u03b1\r\n\u0391\u03bd\u03b1\u03bb\u03bf\u03b3\u03af\u03b5\u03c2.\r\n\u039a\u03b5\u03bd\u03c4\u03c1\u03b9\u03ba\u03cc \u039f\u03c1\u03b9\u03b1\u03ba\u03cc \u0398\u03b5\u03ce\u03c1\u03b7\u03bc\u03b1 (\u039a.\u039f.\u0398.). \u0394\u03b9\u03b1\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1 \u0395\u03bc\u03c0\u03b9\u03c3\u03c4\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2 \u03b3\u03b9\u03b1 \u03c4\u03bf\u03bd \u039c\u03ad\u03c3\u03bf \u038c\u03c1\u03bf.\r\n12\u03b7. \u0394\u03b9\u03b1\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1 \u0395\u03bc\u03c0\u03b9\u03c3\u03c4\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2 \u03b3\u03b9\u03b1 \u03c4\u03b7 \u0394\u03b9\u03b1\u03c6\u03bf\u03c1\u03ac \u03c4\u03c9\u03bd \u039c\u03ad\u03c3\u03c9\u03bd \u038c\u03c1\u03c9\u03bd.\r\n\u03a0\u03b1\u03bb\u03b9\u03bd\u03b4\u03c1\u03cc\u03bc\u03b7\u03c3\u03b7 (\u0395\u03c5\u03b8\u03cd\u03b3\u03c1\u03b1\u03bc\u03bc\u03b7, \u0395\u03ba\u03b8\u03b5\u03c4\u03b9\u03ba\u03ae \u03ba\u03b1\u03b9 \u039b\u03bf\u03b3\u03b1\u03c1\u03b9\u03b8\u03bc\u03b9\u03ba\u03ae) \u03ba\u03b1\u03b9 \u03a3\u03c5\u03c3\u03c7\u03ad\u03c4\u03b9\u03c3\u03b7.\r\n13\u03b7. \u0392\u03b1\u03c3\u03b9\u03ba\u03ad\u03c2 \u0388\u03bd\u03bd\u03bf\u03b9\u03b5\u03c2 \u03a7\u03c1\u03bf\u03bd\u03bf\u03bb\u03bf\u03b3\u03b9\u03ba\u03ce\u03bd \u03a3\u03b5\u03b9\u03c1\u03ce\u03bd (\u039f\u03c1\u03b9\u03c3\u03bc\u03cc\u03c2, \u03a0\u03af\u03bd\u03b1\u03ba\u03b5\u03c2 \u03ba\u03b1\u03b9 \u0393\u03c1\u03b1\u03c6\u03b9\u03ba\u03ad\u03c2 \u03a0\u03b1\u03c1\u03b1\u03c3\u03c4\u03ac\u03c3\u03b5\u03b9\u03c2, \u039a\u03b9\u03bd\u03b7\u03c4\u03bf\u03af\r\n\u039c\u03ad\u03c3\u03bf\u03b9, \u039a\u03b5\u03bd\u03c4\u03c1\u03b9\u03ba\u03ae \u03a4\u03ac\u03c3\u03b7 \u2013 \u03a0\u03b5\u03c1\u03b9\u03bf\u03b4\u03b9\u03ba\u03cc\u03c4\u03b7\u03c4\u03b1 \u2013 \u03a4\u03c5\u03c7\u03b1\u03af\u03bf\u03b9 \u03a0\u03b1\u03c1\u03ac\u03b3\u03bf\u03bd\u03c4\u03b5\u03c2).","goals":"\u03a3\u03ba\u03bf\u03c0\u03cc\u03c2 \u03c4\u03bf\u03c5 \u03bc\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u03b5\u03af\u03bd\u03b1\u03b9 \u03bd\u03b1 \u03b5\u03b9\u03c3\u03ac\u03b3\u03b5\u03b9 \u03c4\u03bf\u03bd \u03c6\u03bf\u03b9\u03c4\u03b7\u03c4\u03ae \u03c3\u03c4\u03b9\u03c2 \u03b2\u03b1\u03c3\u03b9\u03ba\u03ad\u03c2 \u03ad\u03bd\u03bd\u03bf\u03b9\u03b5\u03c2 ...\r\n\r\n\u039c\u03b5 \u03c4\u03b7\u03bd \u03b5\u03c0\u03b9\u03c4\u03c5\u03c7\u03ae \u03bf\u03bb\u03bf\u03ba\u03bb\u03ae\u03c1\u03c9\u03c3\u03b7 \u03c4\u03bf\u03c5 \u03bc\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 \u03bf \u03c6\u03bf\u03b9\u03c4\u03b7\u03c4\u03ae\u03c2\/\u03c4\u03c1\u03b9\u03b1 \u03b8\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03c3\u03b5 \u03b8\u03ad\u03c3\u03b7:\r\n<ul>\r\n \t<li>\u039d\u03b1 \u03b1\u03bd\u03b1\u03bb\u03cd\u03b5\u03b9 \u03c4\u03b7\u03bd...<\/li>\r\n \t<li>\u039d\u03b1 \u03c0\u03b5\u03c1\u03b9\u03b3\u03c1\u03ac\u03c6\u03b5\u03b9 \u03c4\u03b9\u03c2...<\/li>\r\n \t<li>\u039d\u03b1 \u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03b5\u03af \u03c4\u03bf...<\/li>\r\n \t<li>\u039d\u03b1 \u03c3\u03c5\u03b3\u03ba\u03c1\u03af\u03bd\u03b5\u03b9 \u03c4\u03b1...<\/li>\r\n<\/ul>","skills":"\u2022 \u039a\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03b5\u03bc\u03c0\u03ad\u03b4\u03c9\u03c3\u03b7 \u03c4\u03c9\u03bd \u03b2\u03b1\u03c3\u03b9\u03ba\u03ce\u03bd \u039c\u03b1\u03b8\u03b7\u03bc\u03b1\u03c4\u03b9\u03ba\u03ce\u03bd \u03b5\u03bd\u03bd\u03bf\u03b9\u03ce\u03bd \u03ba\u03b1\u03b9\r\n\u2022 \u03c7\u03c1\u03ae\u03c3\u03b7 \u03c4\u03bf\u03c5\u03c2 \u03c3\u03b5 \u03b2\u03b1\u03c3\u03b9\u03ba\u03ac \u03c0\u03c1\u03bf\u03b2\u03bb\u03ae\u03bc\u03b1\u03c4\u03b1 \u03c4\u03b7\u03c2 \u0395\u03c0\u03b9\u03c3\u03c4\u03ae\u03bc\u03b7\u03c2 \u03c4\u03bf\u03c5 \u03a0\u03bf\u03bb\u03b9\u03c4\u03b9\u03ba\u03bf\u03cd \u039c\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03bf\u03cd \u03ba\u03b1\u03b9 \u03b9\u03b4\u03b9\u03b1\u03af\u03c4\u03b5\u03c1\u03b1 \u03c3\u03b5 \u03b8\u03ad\u03bc\u03b1\u03c4\u03b1\r\n\u03a4\u03b5\u03c7\u03bd\u03b9\u03ba\u03ae\u03c2 \u039c\u03b7\u03c7\u03b1\u03bd\u03b9\u03ba\u03ae\u03c2.","teaching_methods":"\u03a3\u03c4\u03b7\u03bd \u03b1\u03af\u03b8\u03bf\u03c5\u03c3\u03b1 \u03b4\u03b9\u03b4\u03b1\u03c3\u03ba\u03b1\u03bb\u03af\u03b1\u03c2","ict_usage":"\u03a7\u03c1\u03ae\u03c3\u03b7 \u03c6\u03bf\u03c1\u03b7\u03c4\u03bf\u03cd \u0397.\u03a5 \u03ba\u03b1\u03b9 \u03b2\u03b9\u03bd\u03c4\u03b5\u03bf\u03c0\u03c1\u03bf\u03b2\u03bf\u03bb\u03ad\u03b1, \u03ba\u03b1\u03b9 \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1 \u03c3\u03c4\u03bf\u03bd\r\n\u03c0\u03af\u03bd\u03b1\u03ba\u03b1 \u03bc\u03b5 \u03c4\u03b7 \u03c7\u03c1\u03ae\u03c3\u03b7 Excel \u03ba\u03b1\u03b9 Matlab\/Octave. \u03a5\u03c0\u03bf\u03c3\u03c4\u03ae\u03c1\u03b9\u03be\u03b7 \u03c4\u03b7\u03c2\r\n\u03b4\u03b9\u03b4\u03b1\u03ba\u03c4\u03b9\u03ba\u03ae\u03c2 \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1\u03c2 \u03bc\u03ad\u03c3\u03c9 \u03b7\u03bb\u03b5\u03ba\u03c4\u03c1\u03bf\u03bd\u03b9\u03ba\u03ae\u03c2 \u03b9\u03c3\u03c4\u03bf\u03c3\u03b5\u03bb\u03af\u03b4\u03b1\u03c2.\r\n\u0395\u03c0\u03b9\u03ba\u03bf\u03b9\u03bd\u03c9\u03bd\u03af\u03b1 \u03bc\u03ad\u03c3\u03c9 e-mail \u03ba\u03b1\u03b9 \u03c3\u03c4\u03bf \u03b3\u03c1\u03b1\u03c6\u03b5\u03af\u03bf, \u03c3\u03c4\u03b9\u03c2 \u03ce\u03c1\u03b5\u03c2 \u03b5\u03c0\u03b9\u03ba\u03bf\u03b9\u03bd\u03c9\u03bd\u03af\u03b1\u03c2 \u03bc\u03b5\r\n\u03c6\u03bf\u03b9\u03c4\u03b7\u03c4\u03ad\u03c2-\u03c4\u03c1\u03b9\u03b5\u03c2. \u03a3\u03b5 \u03b1\u03ba\u03c1\u03b1\u03af\u03b5\u03c2 \u03c0\u03b5\u03c1\u03b9\u03c0\u03c4\u03ce\u03c3\u03b5\u03b9\u03c2 (\u03c6\u03bf\u03b9\u03c4\u03b7\u03c4\u03ad\u03c2 \u03c0\u03bf\u03c5 \u03b4\u03b5\u03bd \u03b4\u03b9\u03b1\u03bc\u03ad\u03bd\u03bf\u03c5\u03bd\r\n\u03c0\u03bb\u03ad\u03bf\u03bd \u03c3\u03c4\u03b9\u03c2 \u03a3\u03ad\u03c1\u03c1\u03b5\u03c2) \u03b5\u03c6\u03b1\u03c1\u03bc\u03cc\u03b6\u03b5\u03c4\u03b1\u03b9 \u03b7 \u03b5\u03c0\u03b1\u03c6\u03ae \u03b3\u03b9\u03b1 \u03b5\u03c0\u03af\u03bb\u03c5\u03c3\u03b7 \u03b1\u03c0\u03bf\u03c1\u03b9\u03ce\u03bd \u03ae\r\n\u03ac\u03bb\u03bb\u03c9\u03bd \u03b6\u03b7\u03c4\u03b7\u03bc\u03ac\u03c4\u03c9\u03bd \u03bc\u03ad\u03c3\u03c9 skype.","teaching_organization":{"activity_1":{"description":"\u0394\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03b9\u03c2 \u0398\u03b5\u03c9\u03c1\u03af\u03b1\u03c2","workload":39},"activity_2":{"description":"\u0391\u03c5\u03c4\u03bf\u03c4\u03b5\u03bb\u03ae\u03c2 \u039c\u03b5\u03bb\u03ad\u03c4\u03b7","workload":39},"activity_3":{"description":"\u0391\u03c3\u03ba\u03ae\u03c3\u03b5\u03b9\u03c2 \u2013 \u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b5\u03c2","workload":26},"activity_4":{"description":"\u03a3\u03cd\u03bd\u03bf\u03bb\u03bf \u039c\u03b1\u03b8\u03ae\u03bc\u03b1\u03c4\u03bf\u03c2 (26 \u03ce\u03c1\u03b5\u03c2 \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 \u03bc\u03bf\u03bd\u03ac\u03b4\u03b1)","workload":104},"activity_5":{"description":"","workload":""},"activity_6":{"description":"","workload":""}},"students_evaluation":"\u2022 \u0393\u03c1\u03b1\u03c0\u03c4\u03ae \u03c4\u03b5\u03bb\u03b9\u03ba\u03ae \u03b5\u03be\u03ad\u03c4\u03b1\u03c3\u03b7 \u03c0\u03bf\u03c5 \u03c0\u03b5\u03c1\u03b9\u03bb\u03b1\u03bc\u03b2\u03ac\u03bd\u03b5\u03b9:\r\no \u0398\u03b5\u03c9\u03c1\u03b7\u03c4\u03b9\u03ba\u03ad\u03c2 \u03b5\u03c1\u03c9\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u03ba\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03ba\u03c1\u03af\u03c3\u03b7\u03c2 (30-40 % \u03c4\u03bf\u03c5 \u03c4\u03b5\u03bb\u03b9\u03ba\u03bf\u03cd \u03b2\u03b1\u03b8\u03bc\u03bf\u03cd)\r\no \u0395\u03c0\u03af\u03bb\u03c5\u03c3\u03b7 \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03c9\u03bd (60-70 % \u03c4\u03bf\u03c5 \u03c4\u03b5\u03bb\u03b9\u03ba\u03bf\u03cd \u03b2\u03b1\u03b8\u03bc\u03bf\u03cd)\r\n\u03a4\u03b1 \u03ba\u03c1\u03b9\u03c4\u03ae\u03c1\u03b9\u03b1 \u03b1\u03be\u03b9\u03bf\u03bb\u03cc\u03b3\u03b7\u03c3\u03b7\u03c2 (\u03b4\u03b7\u03bb\u03b1\u03b4\u03ae \u03c4\u03bf \u03c0\u03cc\u03c3\u03bf \u03bc\u03b5\u03c4\u03c1\u03bf\u03cd\u03bd \u03c4\u03b1 \u03b1\u03c1\u03b9\u03b8\u03bc\u03b7\u03c4\u03b9\u03ba\u03ac \u03bb\u03ac\u03b8\u03b7, \u03c4\u03b1 \u03bb\u03ac\u03b8\u03b7 \u03b5\u03bb\u03bb\u03b9\u03c0\u03bf\u03cd\u03c2 \u03b3\u03bd\u03ce\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03b1 \u03bb\u03ac\u03b8\u03b7 \u03ba\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7\u03c2 \u03b3\u03bd\u03c9\u03c3\u03c4\u03bf\u03c0\u03bf\u03b9\u03bf\u03cd\u03bd\u03c4\u03b1\u03b9 \u03c3\u03c4\u03bf\u03c5\u03c2 \u03c6\u03bf\u03b9\u03c4\u03b7\u03c4\u03ad\u03c2 \u03b1\u03c0\u03cc \u03c4\u03b7\u03bd \u03c0\u03c1\u03ce\u03c4\u03b7 \u03b4\u03b9\u03ac\u03bb\u03b5\u03be\u03b7 \u03ba\u03b1\u03b9 \u03b5\u03c0\u03b1\u03bd\u03b1\u03bb\u03b1\u03bc\u03b2\u03ac\u03bd\u03bf\u03bd\u03c4\u03b1\u03b9 \u03b4\u03b9\u03b1\u03c1\u03ba\u03ce\u03c2 \u03bc\u03b5 \u03c4\u03b7 \u03b2\u03bf\u03ae\u03b8\u03b5\u03b9\u03b1 \u03c0\u03b1\u03c1\u03b1\u03b4\u03b5\u03b9\u03b3\u03bc\u03ac\u03c4\u03c9\u03bd. \u0395\u03c0\u03af\u03c3\u03b7\u03c2 \u03b5\u03af\u03bd\u03b1\u03b9 \u03b5\u03c0\u03b9\u03b8\u03c5\u03bc\u03b7\u03c4\u03ae \u03b7 \u03c0\u03b1\u03c1\u03bf\u03c7\u03ae \u03b5\u03be\u03b7\u03b3\u03ae\u03c3\u03b5\u03c9\u03bd \u03c0\u03ac\u03bd\u03c9 \u03c3\u03c4\u03b1 \u03bb\u03ac\u03b8\u03b7 \u03c4\u03bf\u03c5 \u03b3\u03c1\u03b1\u03c0\u03c4\u03bf\u03cd.","bib_textbooks":"<ul>\r\n \t<li>\u0396\u03b1\u03c6\u03b5\u03b9\u03c1\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2, \u0395\u03b9\u03c3\u03b1\u03b3\u03c9\u03b3\u03ae \u03c3\u03c4\u03b7 \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03ba\u03b1\u03b9 \u03c4\u03b9\u03c2 \u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 (2\u03b7 \u03ad\u03ba\u03b4\u03bf\u03c3\u03b7),\r\n\u0395\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2 \u039a\u03c1\u03b9\u03c4\u03b9\u03ba\u03ae, \u0398\u03b5\u03c3\u03c3\u03b1\u03bb\u03bf\u03bd\u03af\u03ba\u03b7 2017, ISBN: 9789605861476, \u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2 \u03c3\u03c4\u03bf\u03bd \u0395\u03cd\u03b4\u03bf\u03be\u03bf:\r\n59368069<\/li>\r\n \t<li>\u03a7\u03b1\u03bb\u03b9\u03ba\u03b9\u03ac\u03c2 \u0399\u03c9\u03ac\u03bd\u03bd\u03b7\u03c2, \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae: \u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03b9 \u0391\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7\u03c2 \u03b3\u03b9\u03b1 \u0395\u03c0\u03b9\u03c7\u03b5\u03b9\u03c1\u03b7\u03bc\u03b1\u03c4\u03b9\u03ba\u03ad\u03c2 \u0391\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03b9\u03c2 (4\u03b7\r\n\u03ad\u03ba\u03b4\u03bf\u03c3\u03b7), \u0395\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2 Rosili, \u0391\u03b8\u03ae\u03bd\u03b1 2017, ISBN 978-618-5131-20-3, \u039a\u03c9\u03b4\u03b9\u03ba\u03cc\u03c2 \u03c3\u03c4\u03bf\u03bd \u0395\u03cd\u03b4\u03bf\u03be\u03bf:\r\n59377478<\/li>\r\n \t<li>\u0396\u03b1\u03c6\u03b5\u03b9\u03c1\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2 \u039a., \u039c\u03c5\u03bb\u03c9\u03bd\u03ac\u03c2 \u039d., \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae \u03bc\u03b5 SPSS, \u0395\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2 \u03a4\u03b6\u03b9\u03cc\u03bb\u03b1\u03c2, \u0398\u03b5\u03c3\u03c3\u03b1\u03bb\u03bf\u03bd\u03af\u03ba\u03b7 2017,\r\nISBN 9789604186808<\/li>\r\n \t<li>\u03a0\u03b1\u03c0\u03b1\u03ca\u03c9\u03ac\u03bd\u03bd\u03bf\u03c5 \u03a3\u03c4\u03b1\u03cd\u03c1\u03bf\u03c2, \u03a3\u03b7\u03bc\u03b5\u03b9\u03ce\u03c3\u03b5\u03b9\u03c2, \u0397\u03bb\u03b5\u03ba\u03c4\u03c1\u03bf\u03bd\u03b9\u03ba\u03ae \u0394\u03b9\u03b5\u03cd\u03b8\u03c5\u03bd\u03c3\u03b7:\r\nhttp:\/\/pde.teiser.gr\/papaioannou\/stoixia_pithanotiton_statistikis.asp<\/li>\r\n<\/ul>","bib_journals":""},"_links":{"self":[{"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1443","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/users\/6"}],"version-history":[{"count":3,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1443\/revisions"}],"predecessor-version":[{"id":1955,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1443\/revisions\/1955"}],"acf:post":[{"embeddable":true,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1422"}],"acf:term":[{"embeddable":true,"taxonomy":"course_type","href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course_type\/12"},{"embeddable":true,"taxonomy":"semester","href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/semester\/11"}],"wp:attachment":[{"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/media?parent=1443"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/semester?post=1443"},{"taxonomy":"course_type","embeddable":true,"href":"https:\/\/www.civil.ihu.gr\/en\/wp-json\/wp\/v2\/course_type?post=1443"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}