{"id":1548,"date":"2023-05-16T02:38:48","date_gmt":"2023-05-15T23:38:48","guid":{"rendered":"https:\/\/www.topogeo.ihu.gr\/?post_type=course&#038;p=1548"},"modified":"2023-07-30T08:32:33","modified_gmt":"2023-07-30T05:32:33","slug":"103","status":"publish","type":"course","link":"https:\/\/www.topogeo.ihu.gr\/en\/courses\/103\/","title":{"rendered":"Statistics and Error Theory"},"author":6,"template":"","meta":{"_acf_changed":false},"semester":[10],"course_type":[61],"acf":{"code":"103","semester":10,"level":"1","teaching_activities":{"activity_1":{"description":"Lectures","weekly_hrs":2,"ects":6},"activity_2":{"description":"Laboratorial exercises","weekly_hrs":2,"ects":""},"activity_3":{"description":"","weekly_hrs":"","ects":""},"activity_4":{"description":"","weekly_hrs":"","ects":""},"activity_5":{"description":"","weekly_hrs":"","ects":""}},"type":61,"language":"Greek","erasmus":"\u038c\u03c7\u03b9","url":"https:\/\/elearning.cm.ihu.gr\/course\/view.php?id=702","prerequisites":"","instructors":"","coordinator":"","content":"<span id=\"page22R_mcid74\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a0\u03b5\u03c1\u03b9\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03bf \u03b4\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03c9\u03bd \u03b8\u03b5\u03c9\u03c1\u03af\u03b1\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03ba\u03b1\u03b9 \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03c9\u03bd \u03c0\u03c1\u03ac\u03be\u03b5\u03c9\u03bd<\/span> <span dir=\"ltr\" role=\"presentation\">:<\/span><\/span><span id=\"page22R_mcid75\" class=\"markedContent\"><\/span>\r\n<ul>\r\n \t<li><span id=\"page22R_mcid75\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c6\u03ac\u03bb\u03bc\u03b1\u03c4\u03b1 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03c9\u03bd, \u03c0\u03b7\u03b3\u03ad\u03c2 \u03ba\u03b1\u03b9 \u03b5\u03af\u03b4\u03b7, \u03b1\u03ba\u03c1\u03af\u03b2\u03b5\u03b9\u03b1<\/span><span dir=\"ltr\" role=\"presentation\">-<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bf\u03c1\u03b8\u03cc\u03c4\u03b7\u03c4\u03b1, \u03b7 \u03ad\u03bd\u03bd\u03bf\u03b9\u03b1 \u03c4\u03b7\u03c2 \u03c3\u03c5\u03bd\u03cc\u03c1\u03b8\u03c9\u03c3\u03b7\u03c2, \u03b1\u03c1\u03c7\u03ae<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c4\u03b7\u03c2 \u03bc\u03b5\u03b8\u03cc\u03b4\u03bf\u03c5<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03bb\u03b1\u03c7\u03af\u03c3\u03c4\u03c9\u03bd \u03c4\u03b5\u03c4\u03c1\u03b1\u03b3\u03ce\u03bd\u03c9\u03bd, \u03c3\u03b7\u03bc\u03b1\u03bd\u03c4\u03b9\u03ba\u03ac \u03c8\u03b7\u03c6\u03af\u03b1.<\/span><\/span><span id=\"page22R_mcid76\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid76\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03b9 \u03ba\u03b1\u03b9 \u03bc\u03ad\u03c3\u03b1 \u03c3\u03c5\u03b3\u03ba\u03ad\u03bd\u03c4\u03c1\u03c9\u03c3\u03b7\u03c2 \u03c3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ce\u03bd \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd, \u03c4\u03b1\u03be\u03b9\u03bd\u03cc\u03bc\u03b7\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03c0\u03b1\u03c1\u03bf\u03c5\u03c3\u03af\u03b1\u03c3\u03b7 \u03b1\u03c5\u03c4\u03ce\u03bd.<\/span> <span dir=\"ltr\" role=\"presentation\">\u0395\u03bc\u03c0\u03b5\u03b9\u03c1\u03b9\u03ba\u03ad\u03c2 \u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ad\u03c2 \u03c3\u03c5\u03c7\u03bd\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd.<\/span><\/span><span id=\"page22R_mcid77\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid77\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0391\u03c1\u03b9\u03b8\u03bc\u03b7\u03c4\u03b9\u03ba\u03ae \u03c0\u03b5\u03c1\u03b9\u03b3\u03c1\u03b1\u03c6\u03ae \u03c4\u03c9\u03bd \u03b9\u03b4\u03b9\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd \u03c4\u03c9\u03bd \u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ce\u03bd (\u03c7\u03b1\u03c1\u03b1\u03ba\u03c4\u03b7\u03c1\u03b9\u03c3\u03c4\u03b9\u03ba\u03ac \u03b8\u03ad\u03c3\u03b5\u03c9\u03c2, \u03b4\u03b9\u03b1\u03c3\u03c0\u03bf\u03c1\u03ac\u03c2,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03bf\u03c1\u03c6\u03ae\u03c2 \u03c3\u03c5\u03b3\u03ba<\/span><span dir=\"ltr\" role=\"presentation\">\u03ad\u03bd\u03c4\u03c1\u03c9\u03c3\u03b7\u03c2).<\/span><\/span><span id=\"page22R_mcid78\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid78\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a4\u03c5\u03c7\u03b1\u03af\u03b1<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03ae<\/span> <span dir=\"ltr\" role=\"presentation\">\u2013<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1.<\/span> <span dir=\"ltr\" role=\"presentation\">\u03a3\u03c5\u03bd\u03ac\u03c1\u03c4\u03b7\u03c3\u03b7<\/span> <span dir=\"ltr\" role=\"presentation\">\u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03ba\u03b1\u03b9<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c0\u03c5\u03ba\u03bd\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b1\u03ba\u03c1\u03b9\u03b2\u03ae\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c4\u03b9\u03bc\u03ae,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03cc\u03c4\u03b7\u03c4\u03b1.<\/span><\/span><span id=\"page22R_mcid79\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid79\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0394\u03b9\u03ac\u03c6\u03bf\u03c1\u03b5\u03c2 \u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ad\u03c2. \u0398\u03b5\u03c9\u03c1\u03af\u03b1 \u03b4\u03b5\u03b9\u03b3\u03bc\u03b1\u03c4\u03bf\u03bb\u03b7\u03c8\u03af\u03b1\u03c2.<\/span><\/span><span id=\"page22R_mcid80\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid80\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a0\u03b1\u03bb\u03b9\u03bd\u03b4\u03c1\u03cc\u03bc\u03b7\u03c3\u03b7 \u03ba\u03b1\u03b9 \u03a3\u03c5\u03c3\u03c7\u03ad\u03c4\u03b9\u03c3\u03b7.<\/span><\/span><span id=\"page22R_mcid81\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid81\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039a\u03b1\u03bd\u03bf\u03bd\u03b9\u03ba\u03ae \u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae (\u03ba\u03b1\u03c4\u03b1\u03bd\u03bf\u03bc\u03ae Gauss), \u03bc\u03ad\u03c4\u03c1\u03b1 \u03b1\u03ba\u03c1\u03af\u03b2\u03b5\u03b9\u03b1\u03c2, \u03b4\u03b9\u03b1\u03c3\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03bc\u03c0\u03b9\u03c3\u03c4\u03bf\u03c3\u03cd\u03bd\u03b7\u03c2, \u03b1\u03bd\u03b1\u03bb\u03bf\u03b3\u03b9\u03ba\u03cc<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c3\u03c6\u03ac\u03bb\u03bc\u03b1, \u03c0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1.<\/span><\/span><span id=\"page22R_mcid82\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid82\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a4\u03c5\u03c7\u03b1\u03af\u03b1 \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1\u03c4\u03b1, \u03b9\u03c3\u03bf\u03b2\u03b1\u03c1\u03b5\u03af\u03c2 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03b9\u03c2, \u03ba\u03b1\u03bb\u03bb\u03af\u03c4\u03b5\u03c1\u03b7 \u03c4\u03b9\u03bc\u03ae, \u03c4\u03c5\u03c0\u03b9\u03ba\u03cc \u03c3\u03c6\u03ac\u03bb\u03bc\u03b1.<\/span><\/span><span id=\"page22R_mcid83\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid83\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039c\u03b5\u03c4\u03ac\u03b4\u03bf\u03c3\u03b7 \u03c3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd. \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1<\/span><\/span><span id=\"page22R_mcid84\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid84\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0391\u03bd\u03b9\u03c3\u03bf\u03b2\u03b1\u03c1\u03b5\u03af\u03c2 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03b9\u03c2. \u0397 \u03ad\u03bd\u03bd\u03bf\u03b9\u03b1 \u03c4\u03bf\u03c5 \u03b2\u03ac\u03c1\u03bf\u03c5\u03c2, \u03b5\u03ba\u03c4\u03af\u03bc\u03b7\u03c3\u03b7 \u03c4\u03b7\u03c2 \u03ba\u03b1\u03bb\u03bb\u03af\u03c4\u03b5\u03c1\u03b7\u03c2 \u03c4\u03b9\u03bc\u03ae, \u03b5\u03ba\u03c4\u03b9\u03bc\u03ae\u03c3\u03b5\u03b9\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03b5\u03c4\u03b1\u03b2\u03bb\u03b7\u03c4\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd<\/span><span dir=\"ltr\" role=\"presentation\">. \u03a0\u03b1\u03c1\u03b1\u03b4\u03b5\u03af\u03b3\u03bc\u03b1\u03c4\u03b1<\/span><\/span><span id=\"page22R_mcid85\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid85\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ad\u03c2 \u03b5\u03ba\u03c4\u03b9\u03bc\u03ae\u03c3\u03b5\u03b9\u03c2. \u0388\u03bb\u03b5\u03b3\u03c7\u03bf\u03b9 \u03c5\u03c0\u03bf\u03b8\u03ad\u03c3\u03b5\u03c9\u03bd.<\/span><\/span><span id=\"page22R_mcid86\" class=\"markedContent\"><\/span><span id=\"page22R_mcid87\" class=\"markedContent\"><br role=\"presentation\" \/><\/span><\/li>\r\n<\/ul>\r\n<span id=\"page22R_mcid87\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a0\u03b5\u03c1\u03b9\u03b5\u03c7\u03cc\u03bc\u03b5\u03bd\u03bf \u03b5\u03c1\u03b3\u03b1\u03c3\u03c4\u03b7\u03c1\u03b9\u03b1\u03ba\u03ce\u03bd \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03c9\u03bd<\/span> <span dir=\"ltr\" role=\"presentation\">:<\/span><\/span><span id=\"page22R_mcid88\" class=\"markedContent\"><\/span>\r\n<ul>\r\n \t<li><span id=\"page22R_mcid88\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">\u0395\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03ae \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1 \u03bc\u03ad\u03c4\u03c1\u03b7\u03c3\u03b7\u03c2 \u03b3\u03c9\u03bd\u03af\u03b1\u03c2.<\/span><\/span><span id=\"page22R_mcid89\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid89\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0395\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03c9\u03bd \u03ba\u03b1\u03b9 \u03b4\u03b9\u03b1\u03c0\u03af\u03c3\u03c4\u03c9\u03c3\u03b7 \u03c4\u03b7\u03c2 \u03b1\u03ba\u03c1\u03af\u03b2\u03b5\u03b9\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03b7\u03c2 \u03bf\u03c1\u03b8\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2<\/span><\/span><span id=\"page22R_mcid90\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid90\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0395\u03c0\u03b1\u03bd\u03b1\u03bb\u03b7\u03c0\u03c4\u03b9\u03ba\u03ae \u03b4\u03b9\u03b1\u03b4\u03b9\u03ba\u03b1\u03c3\u03af\u03b1 \u03bc\u03ad\u03c4\u03c1\u03b7\u03c3\u03b7\u03c2 \u03b1\u03c0\u03cc\u03c3\u03c4\u03b1\u03c3\u03b7\u03c2.<\/span><\/span><span id=\"page22R_mcid91\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid91\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0395\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03c9\u03bd \u03ba\u03b1\u03b9 \u03b4\u03b9\u03b1\u03c0\u03af\u03c3\u03c4\u03c9\u03c3\u03b7 \u03c4\u03b7\u03c2 \u03b1\u03ba\u03c1\u03af\u03b2\u03b5\u03b9\u03b1\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03b7\u03c2 \u03bf\u03c1\u03b8\u03cc\u03c4\u03b7\u03c4\u03b1\u03c2<\/span><\/span><span id=\"page22R_mcid92\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid92\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039c\u03ad\u03c4\u03c1\u03b7\u03c3\u03b7 \u03c0\u03bb\u03b5\u03c5\u03c1\u03ce\u03bd \u03c4\u03c1\u03b9\u03b3\u03ce\u03bd\u03bf\u03c5, \u03c5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03bc\u03cc\u03c2 \u03c4\u03c9\u03bd \u03c3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd \u03c4\u03b7\u03c2 \u03ba\u03ac\u03b8\u03b5 \u03bc\u03ad\u03c4\u03c1\u03b7\u03c3\u03b7\u03c2 \u03ba\u03b1\u03b9 \u03c4\u03bf\u03c5 \u03b5\u03bc\u03b2\u03b1\u03b4\u03bf\u03cd <\/span><span dir=\"ltr\" role=\"presentation\">\u03c0\u03bf\u03c5 \u03c0\u03c1\u03bf\u03ba\u03cd\u03c0\u03c4\u03b5\u03b9<\/span><span dir=\"ltr\" role=\"presentation\">, \u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ae \u03bd\u03cc\u03bc\u03bf\u03c5 \u03bc\u03b5\u03c4\u03ac\u03b4\u03bf\u03c3\u03b7\u03c2 \u03c3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd.<\/span><\/span><\/li>\r\n \t<li><span id=\"page25R_mcid0\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a4\u03b1\u03c7\u03c5\u03bc\u03b5\u03c4\u03c1\u03b9\u03ba\u03ae \u03b1\u03c0\u03bf\u03c4\u03cd\u03c0\u03c9\u03c3\u03b7 \u03b3\u03c9\u03bd\u03af\u03b1 \u03ba\u03b1\u03b9 \u03b1\u03c0\u03cc\u03c3\u03c4\u03b1\u03c3\u03b7<\/span><span dir=\"ltr\" role=\"presentation\">,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ae \u03bd\u03cc\u03bc\u03bf\u03c5 \u03bc\u03b5\u03c4\u03ac\u03b4\u03bf\u03c3\u03b7\u03c2 \u03c3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c3\u03c4\u03b9\u03c2 <\/span><span dir=\"ltr\" role=\"presentation\">\u03c3\u03c5\u03bd\/\u03bd\u03b5\u03c2 \u03c4\u03bf\u03c5 \u03c3\u03b7\u03bc\u03b5\u03af\u03bf\u03c5<\/span><span dir=\"ltr\" role=\"presentation\">.<\/span><\/span><\/li>\r\n<\/ul>","goals":"The aim of the course is to provide basic knowledge for applying statistics to a set of observations in order to estimate the true value of a magnitude, but also for the graduate to know the level of accuracy that can be achieved with the equipment and the methods that can be used for comparing the measurements with the prescribed specifications. The purpose of the course is to use the perceived knowledge in all the courses in which the required data are obtained from observations. Upon successful completion of the course, the student will be able to:\r\n- deal with the causes of errors in observations, to be able to categorize them, understand the concept of internal and external accuracy and express accuracy of measurement.\r\n- examine how random errors affect the results and be able to render the distribution of the true deviations in different ways (histogram, polygon, curve), calculate the error of the mean value, the variance of the distribution and understand that observations with random errors, have as marginal distribution the normal distribution and how it is fully defined\r\n- understand the confidence intervals at which a random error is expected with a given probability and be able to calculate the desired number (sample) of observations with a given instrument so that there is a trade-off between accuracy and economy.\r\n- become familiar with the calculations required to apply the law of error transmission from a combination of direct or indirect data.\r\n- be able to apply the acquired knowledge in solving engineering problems.","skills":"<ul>\r\n \t<li><span id=\"page22R_mcid68\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0394\u03b7\u03bc\u03b9\u03bf\u03c5\u03c1\u03b3\u03af\u03b1 \u03b5\u03bd\u03cc\u03c2 \u03c5\u03c0\u03cc\u03b2\u03b1\u03b8\u03c1\u03bf\u03c5, \u03ad\u03c4\u03c3\u03b9 \u03ce\u03c3\u03c4\u03b5 \u03bd\u03b1 \u03b3\u03af\u03bd\u03b5\u03c4\u03b1\u03b9 \u03b4\u03c5\u03bd\u03b1\u03c4\u03ae \u03b7 \u03ba\u03b1\u03c4\u03b1\u03bd\u03cc\u03b7\u03c3\u03b7 \u03c4\u03c9\u03bd \u03b5\u03bd\u03bd\u03bf\u03b9\u03ce\u03bd \u03ba\u03b1\u03b9 \u03c4\u03c9\u03bd<\/span><br role=\"presentation\" \/><span dir=\"ltr\" role=\"presentation\">\u03b8\u03b5\u03bc\u03ac\u03c4\u03c9\u03bd \u03c4\u03b7\u03c2 \u03b5\u03c0\u03b9\u03c3\u03c4\u03ae\u03bc\u03b7\u03c2 \u03c4\u03b7\u03c2 \u03a4\u03bf\u03c0\u03bf\u03b3\u03c1\u03b1\u03c6\u03af\u03b1\u03c2 \u03c0\u03bf\u03c5 \u03ac\u03c0\u03c4\u03bf\u03bd\u03c4\u03b1\u03b9 \u03c4\u03c9\u03bd \u03a0\u03b9\u03b8\u03b1\u03bd\u03bf\u03c4\u03ae\u03c4\u03c9\u03bd \u03ba\u03b1\u03b9 \u03c4\u03b7\u03c2 \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae\u03c2.<\/span><\/span><span id=\"page22R_mcid69\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid69\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0391\u03bd\u03b1\u03b6\u03ae\u03c4\u03b7\u03c3\u03b7, \u03b1\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7, \u03c3\u03cd\u03bd\u03b4\u03b5\u03c3\u03b7 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd \u03ba\u03b1\u03b9 \u03c3\u03cd\u03bd\u03b8\u03b5\u03c3\u03b7 \u03c0\u03bb\u03b7\u03c1\u03bf\u03c6\u03bf\u03c1\u03af\u03b1\u03c2<\/span><\/span><span id=\"page22R_mcid70\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid70\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039b\u03ae\u03c8\u03b7 \u03b1\u03c0\u03bf\u03c6\u03ac\u03c3\u03b5\u03c9\u03bd \u03b3\u03b9\u03b1<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b1\u03c0\u03cc\u03c1\u03c1\u03b9\u03c8\u03b7 \u03c0\u03b1\u03c1\u03b1\u03c4\u03b7\u03c1\u03ae\u03c3\u03b5\u03c9\u03bd \u03ae\/\u03ba\u03b1\u03b9 \u03b1\u03c0\u03bf\u03b4\u03bf\u03c7\u03ae \u03b1\u03c0\u03bf\u03c4\u03b5\u03bb\u03b5\u03c3\u03bc\u03ac\u03c4\u03c9\u03bd<\/span><\/span><\/li>\r\n \t<li><span id=\"page22R_mcid71\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u039f\u03bc\u03b1\u03b4\u03b9\u03ba\u03ae \u03ba\u03b1\u03b9 \u03b1\u03c5\u03c4\u03cc\u03bd\u03bf\u03bc\u03b7 \u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1<\/span><\/span><\/li>\r\n<\/ul>","teaching_methods":"<span id=\"page25R_mcid11\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf \u03bc\u03b5 \u03c0\u03c1\u03cc\u03c3\u03c9\u03c0\u03bf (<\/span><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c4\u03b7\u03bd<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b1\u03af\u03b8\u03bf\u03c5\u03c3\u03b1 \u03b4\u03b9\u03b4\u03b1\u03c3\u03ba\u03b1\u03bb\u03af\u03b1\u03c2)<\/span><\/span>","ict_usage":"","teaching_organization":{"activity_1":{"description":"\u0394\u03b9\u03b1\u03bb\u03ad\u03be\u03b5\u03b9\u03c2","workload":26},"activity_2":{"description":"\u0395\u03c1\u03b3\u03b1\u03c3\u03c4\u03b7\u03c1\u03b9\u03b1\u03ba\u03ad\u03c2 \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03b9\u03c2","workload":26},"activity_3":{"description":"\u03a0\u03c1\u03bf\u03b5\u03c4\u03bf\u03b9\u03bc\u03b1\u03c3\u03af\u03b1 \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03c9\u03bd","workload":13},"activity_4":{"description":"\u0395\u03c0\u03af\u03bb\u03c5\u03c3\u03b7 \u03b1\u03c3\u03ba\u03ae\u03c3\u03b5\u03c9\u03bd","workload":39},"activity_5":{"description":"\u0391\u03c5\u03c4\u03bf\u03c4\u03b5\u03bb\u03ae\u03c2 \u03bc\u03b5\u03bb\u03ad\u03c4\u03b7","workload":56},"activity_6":{"description":"","workload":""}},"students_evaluation":"<span id=\"page25R_mcid106\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0393\u03bb\u03ce\u03c3\u03c3\u03b1 \u03b1\u03be\u03b9\u03bf\u03bb\u03cc\u03b3\u03b7\u03c3\u03b7\u03c2 \u0395\u03bb\u03bb\u03b7\u03bd\u03b9\u03ba\u03ae.<\/span><\/span><span id=\"page25R_mcid107\" class=\"markedContent\"><br role=\"presentation\" \/><\/span>\r\n\r\n<span id=\"page25R_mcid107\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c4\u03b7<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b8\u03b5\u03c9\u03c1\u03af\u03b1<\/span> <span dir=\"ltr\" role=\"presentation\">(<\/span><span dir=\"ltr\" role=\"presentation\">7<\/span><span dir=\"ltr\" role=\"presentation\">0%):<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b3\u03c1\u03b1\u03c0\u03c4\u03ae<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5<\/span><span dir=\"ltr\" role=\"presentation\">\u03be<\/span><span dir=\"ltr\" role=\"presentation\">\u03ad<\/span><span dir=\"ltr\" role=\"presentation\">\u03c4<\/span><span dir=\"ltr\" role=\"presentation\">\u03b1\u03c3\u03b7,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03b5<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03c1\u03c9\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c0\u03bf\u03bb\u03bb\u03b1\u03c0\u03bb\u03ce\u03bd \u03b5\u03c0\u03b9\u03bb\u03bf\u03b3\u03ce\u03bd, \u03b5\u03c1\u03c9\u03c4\u03ae\u03c3\u03b5\u03b9\u03c2 \u03c3\u03cd\u03bd\u03c4\u03bf\u03bc\u03b7\u03c2 \u03b1\u03bd\u03ac\u03c0\u03c4\u03c5\u03be\u03b7\u03c2 \u03ba\u03b1\u03b9<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03c0\u03af\u03bb\u03c5\u03c3\u03b7 \u03c0\u03c1\u03bf\u03b2\u03bb\u03b7\u03bc\u03ac\u03c4\u03c9\u03bd.<\/span> <span dir=\"ltr\" role=\"presentation\">\u03a3\u03b5 \u03ba\u03ac\u03b8\u03b5 \u03b5\u03c1\u03ce\u03c4\u03b7\u03c3\u03b7 \u03b1\u03bd\u03b1\u03b3\u03c1\u03ac\u03c6\u03b5\u03c4\u03b1\u03b9 \u03bf<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b2\u03b1\u03b8\u03bc\u03cc\u03c2.<\/span><\/span><span id=\"page25R_mcid108\" class=\"markedContent\"><\/span><span id=\"page25R_mcid109\" class=\"markedContent\"><br role=\"presentation\" \/><\/span>\r\n\r\n<span id=\"page25R_mcid109\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c4\u03bf<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03c1\u03b3\u03b1\u03c3\u03c4\u03ae\u03c1\u03b9\u03bf<\/span> <span dir=\"ltr\" role=\"presentation\">(<\/span><span dir=\"ltr\" role=\"presentation\">3<\/span><span dir=\"ltr\" role=\"presentation\">0%):<\/span> <span dir=\"ltr\" role=\"presentation\">\u0391\u03c0\u03b1\u03c1\u03b1\u03af\u03c4\u03b7\u03c4\u03b7<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b7<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c0\u03b1\u03c1\u03ac\u03b4\u03bf\u03c3\u03b7<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c4\u03c9\u03bd<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03c1\u03b3\u03b1\u03c3\u03b9\u03ce\u03bd,<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c3\u03c5\u03bd\u03bf<\/span><span dir=\"ltr\" role=\"presentation\">\u03b4\u03b5\u03c5\u03cc\u03bc\u03b5\u03bd\u03b5\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03bc\u03b5<\/span> <span dir=\"ltr\" role=\"presentation\">\u03c4\u03b5\u03c7\u03bd\u03b9\u03ba\u03ad\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03b5\u03ba\u03b8\u03ad\u03c3\u03b5\u03b9\u03c2<\/span><span dir=\"ltr\" role=\"presentation\">.<\/span> <span dir=\"ltr\" role=\"presentation\">\u039a\u03ac\u03b8\u03b5 <\/span><span dir=\"ltr\" role=\"presentation\">\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03c0\u03c1\u03ad\u03c0\u03b5\u03b9 \u03bd\u03b1 \u03b5\u03af\u03bd\u03b1\u03b9 \u03c0\u03c1\u03bf\u03b2\u03b9\u03b2\u03ac\u03c3\u03b9\u03bc\u03b7.<\/span><\/span>","bib_textbooks":"<ul>\r\n \t<li><span id=\"page25R_mcid120\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">Spiegel<\/span><\/span><span id=\"page25R_mcid121\" class=\"markedContent\"><\/span><span id=\"page25R_mcid122\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">M<\/span><\/span><span id=\"page25R_mcid123\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">.<\/span><\/span><span id=\"page25R_mcid124\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">R<\/span><\/span><span id=\"page25R_mcid125\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">.,<\/span><\/span><span id=\"page25R_mcid126\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">\u03a0\u03b9\u03b8\u03b1\u03bd\u03cc\u03c4\u03b7\u03c4\u03b5\u03c2 \u03ba\u03b1\u03b9 \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae,<\/span><\/span><span id=\"page25R_mcid127\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">Schaum<\/span><\/span><span id=\"page25R_mcid128\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u2019<\/span><\/span><span id=\"page25R_mcid129\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">s<\/span><\/span><span id=\"page25R_mcid130\" class=\"markedContent\"><\/span><span id=\"page25R_mcid131\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">Outline<\/span><\/span><span id=\"page25R_mcid132\" class=\"markedContent\"><\/span><span id=\"page25R_mcid133\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">Series<\/span><\/span><span id=\"page25R_mcid134\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">,<\/span><\/span><span id=\"page25R_mcid135\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">\u0395\u03a3\u03a0\u0399 \/<\/span><\/span><span id=\"page25R_mcid136\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">McGraw<\/span><\/span><span id=\"page25R_mcid137\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">-<\/span><\/span><span id=\"page25R_mcid138\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">Hill<\/span><\/span><span id=\"page25R_mcid139\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">,<\/span><\/span><span id=\"page25R_mcid140\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">\u0391\u03b8\u03ae\u03bd\u03b1,<\/span><\/span><span id=\"page25R_mcid141\" class=\"markedContent\"> <span dir=\"ltr\" role=\"presentation\">1999<\/span><\/span><span id=\"page25R_mcid142\" class=\"markedContent\"><\/span><span id=\"page25R_mcid143\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page25R_mcid143\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u03a3\u03c4\u03b5\u03af\u03c1\u03bf\u03c2 \u03a3\u03c4., \u0398\u03b5\u03c9\u03c1\u03af\u03b1 \u03c3\u03c6\u03b1\u03bb\u03bc\u03ac\u03c4\u03c9\u03bd \u03ba\u03b1\u03b9 \u03bc\u03b5\u03c4\u03c1\u03ae\u03c3\u03b5\u03c9\u03bd, \u03b5\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2 \u03c3\u03c5\u03bc\u03bc\u03b5\u03c4\u03c1\u03af\u03b1, 2010<\/span><\/span><span id=\"page25R_mcid144\" class=\"markedContent\"><\/span><\/li>\r\n \t<li><span id=\"page25R_mcid144\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0391\u03b3\u03b1\u03c4\u03b6\u03ae<\/span><span dir=\"ltr\" role=\"presentation\">-<\/span><span dir=\"ltr\" role=\"presentation\">\u039c\u03c0\u03b1\u03bb\u03bf\u03b4\u03ae\u03bc\u03bf\u03c5 \u0391\u03bc., \u03a0\u03ac\u03bd\u03bf\u03c5 \u0393., \u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03c2 \u03b5\u03bb\u03b1\u03c7\u03af\u03c3\u03c4\u03c9\u03bd \u03c4\u03b5\u03c4\u03c1\u03b1\u03b3\u03ce\u03bd\u03c9\u03bd \u03ba\u03b1\u03b9 \u03b5\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2, \u03b5\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2<\/span> <span dir=\"ltr\" role=\"presentation\">\u03a4\u0396\u0399\u039f\u039b\u0391, 2018<\/span><\/span><\/li>\r\n \t<li><span id=\"page25R_mcid145\" class=\"markedContent\"><span dir=\"ltr\" role=\"presentation\">\u0393\u03bd\u03b1\u03c1<\/span><span dir=\"ltr\" role=\"presentation\">\u03b4\u03ad\u03bb\u03bb\u03b7\u03c2 \u03a7., \u0395\u03c6\u03b1\u03c1\u03bc\u03bf\u03c3\u03bc\u03ad\u03bd\u03b7 \u03a3\u03c4\u03b1\u03c4\u03b9\u03c3\u03c4\u03b9\u03ba\u03ae, \u03b5\u03ba\u03b4\u03cc\u03c3\u03b5\u03b9\u03c2 \u03a0\u03b1\u03c0\u03b1\u03b6\u03ae\u03c3\u03b7, 2019<\/span><\/span><\/li>\r\n<\/ul>","bib_journals":""},"_links":{"self":[{"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1548"}],"collection":[{"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/users\/6"}],"version-history":[{"count":11,"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1548\/revisions"}],"predecessor-version":[{"id":2447,"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course\/1548\/revisions\/2447"}],"acf:term":[{"embeddable":true,"taxonomy":"course_type","href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course_type\/61"},{"embeddable":true,"taxonomy":"semester","href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/semester\/10"}],"wp:attachment":[{"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/media?parent=1548"}],"wp:term":[{"taxonomy":"semester","embeddable":true,"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/semester?post=1548"},{"taxonomy":"course_type","embeddable":true,"href":"https:\/\/www.topogeo.ihu.gr\/en\/wp-json\/wp\/v2\/course_type?post=1548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}