{"id":13099,"date":"2024-01-26T17:07:37","date_gmt":"2024-01-26T17:07:37","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?page_id=13099"},"modified":"2024-12-23T10:51:03","modified_gmt":"2024-12-23T10:51:03","slug":"course-applications-of-machine-learning","status":"publish","type":"page","link":"https:\/\/dsrc.haifa.ac.il\/?page_id=13099","title":{"rendered":"Course &#8211; Applications of machine learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"13099\" class=\"elementor elementor-13099\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ec95e03 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ec95e03\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2d5bc91\" data-id=\"2d5bc91\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4412d40 elementor-widget elementor-widget-heading\" data-id=\"4412d40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Applications of machine learning  222.4036\n\n\n<\/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<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-dbd0613 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dbd0613\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ddb3dd4\" data-id=\"ddb3dd4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2f9da4e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2f9da4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chalkboard-teacher\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDr. David Deutsch, Dept. of Neurobiology\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-3363765 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3363765\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-clock\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSemester B, Monday, 08:00-11:00\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-763fd70 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"763fd70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-map-marker-alt\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tUniversity of Haifa, Carmel campus\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-d2ecbfb elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d2ecbfb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-hand-point-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t3 Credit points\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-be66fc5 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"be66fc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMandatory conditions\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tBasic knowledge in Python<br> Basic knowledge is statistics \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-49dbd31 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"49dbd31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-info\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAbstract\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThis course gives a overview on machine learning, with an emphasis on application. We will explain basic concepts, and sometimes dive a bit into the math, but will mostly stay at the level of understanding when and how to use the tools we discuss. No previous knowledge in machine learning is assumed, but students are expected to have basic programming skills to be able to follow the tutorials and submit the assignments. Basic knowledge is statistics is also assumed.\nWe will start by discussing regression, and use if to also cover some basic concepts like optimization and cross-validation. Then we will move to discussing supervised and unsupervised learning, including dimensionality reduction. In the tutorial we will mostly use scikit-learn, a machine-learning python package. \u00a0\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-667d57f elementor-position-inline-end elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"667d57f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-signature\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\t\u05d4\u05e0\u05d7\u05d9\u05d5\u05ea \u05e8\u05d9\u05e9\u05d5\u05dd\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\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-5a5a323 elementor-widget elementor-widget-text-editor\" data-id=\"5a5a323\" data-element_type=\"widget\" data-e-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\t\t<p style=\"text-align: right;\"><strong>\u05dc\u05e1\u05d8\u05d5\u05d3\u05e0\u05d8\u05d9\u05dd \u05e9\u05d4\u05e9\u05dc\u05d9\u05de\u05d5 \u05d0\u05ea \u05d4\u05e7\u05d5\u05e8\u05e1\u05d9\u05dd \u05d4\u05d1\u05d0\u05d9\u05dd, \u05d9\u05db\u05d5\u05dc\u05d9\u05dd \u05dc\u05d4\u05d9\u05e8\u05e9\u05dd \u05d1\u05d0\u05d5\u05e4\u05df \u05e2\u05e6\u05de\u05d0\u05d9 \u05d3\u05e8\u05da \u05d4\u05e4\u05d5\u05e8\u05d8\u05dc \u05d4\u05d0\u05d9\u05e9\u05d9<\/strong>\u00a0<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 202.4001 \u05e1\u05d8\u05d8\u05d9\u05e1\u05d8\u05d9\u05e7\u05d4 \u05dc\u05ea\u05d0\u05e8\u05d9\u05dd \u05de\u05ea\u05e7\u05d3\u05de\u05d9\u05dd- \u05e9\u05d9\u05e2\u05d5\u05e8<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 202.4002 \u05e1\u05d8\u05d8\u05d9\u05e1\u05d8\u05d9\u05e7\u05d4 \u05dc\u05ea\u05d0\u05e8\u05d9\u05dd \u05de\u05ea\u05e7\u05d3\u05de\u05d9\u05dd-\u05d7\u05dc\u05e7 \u05d1-\u05e9\u05d9\u05e2\u05d5\u05e8<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 222.4117 \u05de\u05d1\u05d5\u05d0 \u05dc\u05ea\u05db\u05e0\u05d5\u05ea \u05de\u05d3\u05e2\u05d9 \u05d1\u05e9\u05e4\u05ea Matlab<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 221.4454 \u05ea\u05db\u05e0\u05d5\u05ea \u05d1 &#8211; Python \u05dc\u05d1\u05d9\u05d5\u05dc\u05d5\u05d2\u05d9\u05dd<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 221.4020 Experimental Design<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 222.4007 Python programming for biologists<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 222.4008 \u05de\u05d1\u05d5\u05d0 \u05dc\u05ea\u05db\u05e0\u05d5\u05ea \u05de\u05d3\u05e2\u05d9 \u05d1\u05e9\u05e4\u05ea Matlab<\/p><p style=\"text-align: right;\">\u05de\u05d9\u05d5\u05d7\u05e1 \u05e2\u05dc \u05d9\u05d3\u05d9 223.3038 \u05d9\u05d9\u05e9\u05d5\u05de\u05d9 \u05dc\u05de\u05d9\u05d3\u05ea \u05de\u05db\u05d5\u05e0\u05d4<\/p><p style=\"text-align: right;\">\u05d3\u05e8\u05d5\u05e9 \u05ea\u05e0\u05d0\u05d9 \u05de\u05d5\u05e7\u05d3\u05dd 222.4510 \u05ea\u05db\u05e0\u05d5\u05ea \u05e4\u05d9\u05d9\u05ea\u05d5\u05df \u05dc\u05d1\u05d9\u05d5\u05dc\u05d5\u05d2\u05d9\u05d9\u05dd<\/p><p>\u00a0<\/p><p style=\"text-align: right;\"><strong>\u05e1\u05d8\u05d5\u05d3\u05e0\u05d8\u05d9\u05dd \u05e9\u05dc\u05d0 \u05d4\u05e9\u05dc\u05d9\u05de\u05d5 \u05e7\u05d5\u05e8\u05e1\u05d9\u05dd \u05d0\u05dc\u05d5, \u05d0\u05da \u05d1\u05e2\u05dc\u05d9 \u05d9\u05d3\u05e2 \u05d5\u05e8\u05e7\u05e2 \u05de\u05e7\u05d3\u05d9\u05dd \u05d1\u05e1\u05d8\u05d8\u05d9\u05e1\u05d8\u05d9\u05e7\u05d4 \u05d5\u05e4\u05d9\u05d9\u05ea\u05d5\u05df, \u05d5\u05de\u05e2\u05d5\u05e0\u05d9\u05d9\u05e0\u05d9\u05dd \u05dc\u05d4\u05d9\u05e8\u05e9\u05dd &#8211; \u05d9\u05e9 \u05dc\u05e9\u05dc\u05d5\u05d7 \u05de\u05d9\u05d9\u05dc \u05dc\u05de\u05d5\u05e8\u05df \u05d0\u05dc\u05d8\u05de\u05df<br \/><\/strong><a href=\"mailto:maltman@univ.haifa.ac.il\"><strong> maltman@univ.haifa.ac.il<\/strong><\/a><\/p><p>\u00a0<\/p><p style=\"text-align: right;\"><strong>\u05dc\u05de\u05d9 \u05e9\u05d0\u05d9\u05df \u05e8\u05e7\u05e2 \u05d1\u05e4\u05d9\u05d9\u05ea\u05d5\u05df <\/strong><br \/>\u05d0\u05e0\u05d5 \u05de\u05de\u05dc\u05d9\u05e6\u05d9\u05dd \u05dc\u05d4\u05d9\u05e8\u05e9\u05dd \u05dc\u05e7\u05d5\u05e8\u05e1 \u05d7\u05d9\u05e0\u05de\u05d9 \u05d4\u05e0\u05d9\u05ea\u05df \u05d0\u05d5\u05df \u05dc\u05d9\u05d9\u05df \u05d1\u05de\u05e1\u05d2\u05e8\u05ea \u05d4\u05d0\u05ea\u05e8 &#8216;\u05e7\u05de\u05e4\u05d5\u05e1 \u05d0\u05d9.\u05d0\u05dc.&#8217; (\u05de\u05d8\u05e2\u05dd \u05de\u05e2\u05e8\u05da \u05d4\u05d3\u05d9\u05d2\u05d9\u05d8\u05dc \u05d4\u05dc\u05d0\u05d5\u05de\u05d9 \u05d5\u05d4\u05de\u05dc&#8221;\u05d2)\u00a0<\/p><p style=\"text-align: right;\"><a href=\"https:\/\/campus.gov.il\/en\/course\/cs-gov-pythonselfpy101-he\"><span style=\"text-decoration: underline;\"><strong>Self.py &#8211; \u05d4\u05d3\u05e8\u05da \u05e9\u05dc\u05da \u05dc\u05dc\u05de\u05d5\u05d3 \u05e4\u05d9\u05d9\u05ea\u05d5\u05df <\/strong><strong>\u00a0<\/strong><\/span><\/a><\/p><p style=\"text-align: right;\"><u>\u05d7\u05e9\u05d5\u05d1 \u05dc\u05d4\u05d3\u05d2\u05d9\u05e9, \u05e9\u05ea\u05db\u05e0\u05d9 \u05e7\u05d5\u05e8\u05e1 \u05d6\u05d4 \u05d4\u05d9\u05e0\u05d5 \u05d1\u05d0\u05d7\u05e8\u05d9\u05d5\u05ea \u05e7\u05de\u05e4\u05d5\u05e1 \u05d0\u05d9\u05d9.\u05d0\u05dc. <\/u><u>\u05d5\u05d4\u05e9\u05dc\u05de\u05ea \u05d4\u05e7\u05d5\u05e8\u05e1 \u05d0\u05d9\u05e0\u05d4 \u05e0\u05db\u05dc\u05dc\u05ea \u05d5\u05e0\u05d7\u05e9\u05d1\u05ea \u05db\u05d7\u05dc\u05e7 \u05de\u05de\u05e1\u05d2\u05e8\u05ea \u05ea\u05d5\u05db\u05e0\u05d9\u05d5\u05ea \u05d4\u05dc\u05d9\u05de\u05d5\u05d3 \u05e9\u05dc \u05d0\u05d5\u05e0\u05d9\u05d1\u05e8\u05e1\u05d9\u05d8\u05ea \u05d7\u05d9\u05e4\u05d4. <\/u><u>\u05d5\u05db\u05d0\u05de\u05d5\u05e8, \u05dc\u05e8\u05d9\u05e9\u05d5\u05dd \u05dc\u05e7\u05d5\u05e8\u05e1 &#8216;\u05d9\u05e9\u05d5\u05de\u05d9 \u05dc\u05de\u05d9\u05d3\u05ea<br \/>\u05de\u05db\u05d5\u05e0\u05d4&#8217; 222.4036 \u05e0\u05d3\u05e8\u05e9 \u05d9\u05d3\u05e2 \u05d2\u05dd <\/u><u>\u05d1\u05e1\u05d8\u05d8\u05d9\u05e1\u05d8\u05d9\u05e7\u05d4.<\/u><\/p><p style=\"text-align: right;\"><strong>\u00a0\u05d0\u05d5\u05e4\u05e6\u05d9\u05d5\u05ea \u05e0\u05d5\u05e1\u05e4\u05d5\u05ea \u05dc\u05dc\u05d9\u05de\u05d5\u05d3 \u05e4\u05d9\u05d9\u05ea\u05d5\u05df<\/strong><br \/><span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.kaggle.com\/learn\">https:\/\/www.kaggle.com\/learn<\/a><\/strong><\/span><br \/><span style=\"text-decoration: underline;\"><strong><a href=\"https:\/\/www.coursera.org\/learn\/get-started-with-python#outcomes\">https:\/\/www.coursera.org\/learn\/get-started-with-python#outcomes<\/a><\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8cb453 elementor-align-right elementor-mobile-align-center elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"f8cb453\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md elementor-animation-grow\" href=\"https:\/\/drive.google.com\/file\/d\/1IIdxQWHyKZvmpevZUCeOgn8M21Dg-Akv\/view?usp=drive_link\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-left\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u05e1\u05d9\u05dc\u05d1\u05d5\u05e1 \u05d4\u05e7\u05d5\u05e8\u05e1<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c278fd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c278fd4\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-553b9ed\" data-id=\"553b9ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c989621 elementor-widget elementor-widget-spacer\" data-id=\"c989621\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Applications of machine learning 222.4036 Dr. David Deutsch, Dept. of Neurobiology Semester B, Monday, 08:00-11:00 University of Haifa, Carmel campus 3 Credit points Mandatory conditions Basic knowledge in Python Basic knowledge is statistics Abstract This course gives a overview on machine learning, with an emphasis on application. We will explain basic concepts, and sometimes dive [&hellip;]<\/p>\n","protected":false},"author":93,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_eb_attr":"","_templately_pack_id":"","_templately_imported_at":"","_templately_source":"","_templately_import_session_id":"","footnotes":""},"class_list":["post-13099","page","type-page","status-publish","hentry","entry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"Applications of machine learning 222.4036 Dr. David Deutsch, Dept. of Neurobiology Semester B, Monday, 08:00-11:00 University of Haifa, Carmel campus 3 Credit points Mandatory conditions Basic knowledge in Python Basic knowledge is statistics Abstract This course gives a overview on machine learning, with an emphasis on application. 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