{"id":4003,"date":"2024-02-28T00:29:26","date_gmt":"2024-02-28T00:29:26","guid":{"rendered":"https:\/\/bankfin.unipi.gr\/mscfintech\/?post_type=courses&#038;p=4003"},"modified":"2025-10-08T13:35:30","modified_gmt":"2025-10-08T13:35:30","slug":"data-structures-and-algorithms","status":"publish","type":"courses","link":"https:\/\/bankfin.unipi.gr\/mscfintech\/en\/courses\/data-structures-and-algorithms\/","title":{"rendered":"Data Structures and Algorithms"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4003\" class=\"elementor elementor-4003\">\n\t\t\t\t<div class=\"elementor-element elementor-element-13377f2 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"13377f2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2e055e elementor-widget elementor-widget-heading\" data-id=\"e2e055e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Data Structures and Algorithms<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fd8a7b elementor-widget elementor-widget-text-editor\" data-id=\"2fd8a7b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong><span style=\"color: #ffc747;\">Preparatory Course<\/span><\/strong><\/p><p><strong>Credits:<\/strong>\u00a0<strong>&#8211;<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b745f4f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"b745f4f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa05fec elementor-widget elementor-widget-button\" data-id=\"fa05fec\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Course Description (Greek)<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f610f97 elementor-widget elementor-widget-button\" data-id=\"f610f97\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xs\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Course Description (English)<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-09da005 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"09da005\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4feccd2 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"4feccd2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0339e28 elementor-widget elementor-widget-heading\" data-id=\"0339e28\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Learning Outcomes<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6face04 elementor-widget elementor-widget-text-editor\" data-id=\"6face04\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The course is preliminary and introduces students to a variety of fundamental data structures and their related algorithms. It provides an overview of new types of data structure concepts such as arrays, stack, queues, trees, and graphs. Some basic graph and discrete transform algorithms for creating, manipulating and using these structures will also be discussed. Students will implement operations that can be applied to data structures using various searching and sorting techniques. Algorithm analysis and efficient code design are discussed. This course provides different data structures and how are effectively used for solving problems.<\/p>\n<p>&nbsp;<\/p>\n<p>With the successful completion of the course, students will be sufficiently capable to:<\/p>\n<ul>\n<li>Describe all types of data structures and know how to apply them effectively in problem solving<\/li>\n<li>design or select an appropriate data structures for a particular problem<\/li>\n<li>understand the techniques of algorithm analysis<\/li>\n<li>develop basic algorithms related to data structures, such as searching and sorting algorithms<\/li>\n<li>analyze and select the most suitable and effective algorithm for solving certain problem<\/li>\n<li>develop a structured and logical process of thinking<\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-286faa8 elementor-widget elementor-widget-heading\" data-id=\"286faa8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">General Competences<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2504f3 elementor-widget elementor-widget-text-editor\" data-id=\"f2504f3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n<li>Adapting to new situations<\/li>\n<li>Decision-making<\/li>\n<li>Working independently<\/li>\n<li>Production of free, creative and inductive thinking.<\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78aa531 elementor-widget elementor-widget-heading\" data-id=\"78aa531\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Course Content<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b163c87 elementor-widget elementor-widget-text-editor\" data-id=\"b163c87\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul>\n<li>Introduction to Basic Data Structures: Arrays, Strings, Stacks, Queues<\/li>\n<li>Implementation of Data Structures<\/li>\n<li>Trees<\/li>\n<li>Graphs<\/li>\n<li>Introduction and analysis of Algorithms<\/li>\n<li>Sorting<\/li>\n<li>Searching<\/li>\n<li>Implementation of Algorithms<\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e202f8 elementor-widget elementor-widget-heading\" data-id=\"0e202f8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Student Performance Evaluation<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b722ea1 elementor-widget elementor-widget-text-editor\" data-id=\"b722ea1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The course is preliminary, and there is no final evaluation<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7bc4af elementor-widget elementor-widget-heading\" data-id=\"c7bc4af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bibliography<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3703348 elementor-widget elementor-widget-text-editor\" data-id=\"3703348\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Suggested Bibliography<\/strong><\/p><ul>\n<li>Narasimha Karumanchi, &#8221;Data Structures And Algorithms Made Easy&#8221;, 5th edition, CareerMonk Publications<\/li>\n<li>Shaffer, C.A. &#8221;Data Structures and Algorithm Analysis&#8221;, Dover Publications.<\/li>\n<li>Sahni, Data Structures, Algorithms and Applications, McGrawHill, latest edition<\/li>\n<li>Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein, &#8221;Introduction to Algorithms&#8221;, MIT Press, latest edition<\/li>\n<\/ul>\n<p><strong>Related Academic Journals<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-418d976 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"418d976\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc9bb99 elementor-widget elementor-widget-heading\" data-id=\"bc9bb99\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">M.Sc. in<br> \u00abFinancial Technology\u00bb<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-335d439 elementor-widget elementor-widget-heading\" data-id=\"335d439\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Courses<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d36b9eb hfe-nav-menu__breakpoint-none hfe-nav-menu__align-left hfe-submenu-icon-arrow hfe-link-redirect-child elementor-widget elementor-widget-navigation-menu\" data-id=\"d36b9eb\" data-element_type=\"widget\" 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