{"id":2568,"date":"2023-06-09T13:45:20","date_gmt":"2023-06-09T11:45:20","guid":{"rendered":"https:\/\/valgrai.eu\/?post_type=product&#038;p=2568"},"modified":"2024-01-02T09:07:18","modified_gmt":"2024-01-02T08:07:18","slug":"specialization-course-in-ai-for-ict-professionals-english-edition","status":"publish","type":"product","link":"https:\/\/valgrai.eu\/en\/product\/specialization-course-in-ai-for-ict-professionals-english-edition\/","title":{"rendered":"Specialization course in AI for ICT professionals (English Edition)"},"content":{"rendered":"[vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;none&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;bottom&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#41b8ee&#8221; animated_gradient_bg=&#8221;true&#8221; animated_gradient_bg_color_1=&#8221;#390092&#8243; animated_gradient_bg_color_2=&#8221;#41b8ee&#8221; animated_gradient_bg_speed=&#8221;850&#8243; animated_gradient_bg_blending_mode=&#8221;organic&#8221; mouse_based_parallax_bg=&#8221;true&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;light&#8221; text_align=&#8221;center&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;row-extend-bg-left row-extend-bg-right&#8221; id=&#8221;cabecera-evento&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column bottom_padding_desktop=&#8221;40&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; background_image=&#8221;3328&#8243; background_image_position=&#8221;center center&#8221; background_image_stacking=&#8221;default&#8221; enable_bg_scale=&#8221;true&#8221; background_image_loading=&#8221;default&#8221; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; color_overlay=&#8221;rgba(0,0,0,0.71)&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;2\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][vc_custom_heading text=&#8221;ESTUDIOS&#8221; font_container=&#8221;tag:div|font_size:17px|text_align:left|color:%23ffffff&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1689150494742{margin-bottom: 0px !important;}&#8221;][vc_custom_heading source=&#8221;post_title&#8221; font_container=&#8221;tag:h1|font_size:34px|text_align:left|color:%23ffffff|line_height:42px&#8221; use_theme_fonts=&#8221;yes&#8221;][nectar_responsive_text text_color=&#8221;#ffffff&#8221; font_size_desktop=&#8221;18px&#8221;]\n<div class=\"caracteristicas\"><span class=\"modalidad\">Online<\/span><br \/>\n<span class=\"duracion\">150h<\/span><br \/>\n<span class=\"fecha\">Date TBC<\/span><br \/>\n<span class=\"metodo\">Mainly practical, with many use cases<\/span><br \/>\n<span class=\"precio\">1500\u20ac <\/span><\/div>\n[\/nectar_responsive_text][\/vc_column][vc_column top_padding_desktop=&#8221;0&#8243; bottom_padding_desktop=&#8221;100&#8243; left_padding_desktop=&#8221;12&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][divider line_type=&#8221;No Line&#8221;][vc_custom_heading text=&#8221;Do you want more information about this course?&#8221; font_container=&#8221;tag:h2|font_size:20|text_align:left|color:%23ffffff|line_height:24px&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1695985357612{margin-bottom: 20px !important;}&#8221;][vc_column_text el_id=&#8221;bot-descarga&#8221;]\n<p style=\"text-align: center;\"><span class=\"quform-popup-link quform-popup-link-11\" data-unique-id=\"4f4dc5\" data-options=\"{&quot;width&quot;:&quot;500px&quot;}\"><a class=\"nectar-button jumbo regular-tilt accent-color tilt has-icon regular-button instance-0\" style=\"visibility: visible;\" href=\"#\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"#fff\">Download the brochure here!<\/a><\/span><div class=\"quform-popup\"><div id=\"quform-4f4dc5\" class=\"quform quform-11 quform-theme-hollow quform-support-page-caching\"><form id=\"quform-form-4f4dc5\" class=\"quform-form quform-form-11\" action=\"\/en\/wp-json\/wp\/v2\/product\/2568#quform-4f4dc5\" method=\"post\" enctype=\"multipart\/form-data\" novalidate=\"novalidate\" data-options=\"{&quot;id&quot;:11,&quot;uniqueId&quot;:&quot;4f4dc5&quot;,&quot;theme&quot;:&quot;hollow&quot;,&quot;ajax&quot;:true,&quot;logic&quot;:{&quot;logic&quot;:[],&quot;dependents&quot;:[],&quot;elementIds&quot;:[],&quot;dependentElementIds&quot;:[],&quot;animate&quot;:true},&quot;currentPageId&quot;:1,&quot;errorsIcon&quot;:&quot;&quot;,&quot;updateFancybox&quot;:true,&quot;hasPages&quot;:false,&quot;pages&quot;:[1],&quot;pageProgressType&quot;:&quot;numbers&quot;,&quot;tooltipsEnabled&quot;:true,&quot;tooltipClasses&quot;:&quot;qtip-quform-dark qtip-shadow&quot;,&quot;tooltipMy&quot;:&quot;left center&quot;,&quot;tooltipAt&quot;:&quot;right center&quot;,&quot;isRtl&quot;:false,&quot;scrollOffset&quot;:-50,&quot;scrollSpeed&quot;:800}\"><button class=\"quform-default-submit\" name=\"quform_submit\" type=\"submit\" value=\"submit\" aria-hidden=\"true\" tabindex=\"-1\"><\/button><div class=\"quform-form-inner quform-form-inner-11\"><input type=\"hidden\" name=\"quform_form_id\" value=\"11\" \/><input type=\"hidden\" name=\"quform_form_uid\" value=\"4f4dc5\" \/><input type=\"hidden\" name=\"quform_count\" value=\"1\" \/><input type=\"hidden\" name=\"form_url\" value=\"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product\/2568\" \/><input type=\"hidden\" name=\"referring_url\" value=\"\" \/><input type=\"hidden\" name=\"post_id\" value=\"\" \/><input type=\"hidden\" name=\"post_title\" value=\"\" \/><input type=\"hidden\" name=\"quform_current_page_id\" value=\"1\" \/><input type=\"hidden\" name=\"quform_loaded\" value=\"1781334369|be26e081054f8b73d2d8c8b782332537\" \/><input type=\"hidden\" name=\"quform_csrf_token\" value=\"zCHueI4mPic2BMxhD4hnZ6ivMXylAp0M4cZRtJno\" \/><div class=\"quform-elements quform-elements-11 quform-cf quform-responsive-elements-phone-landscape\"><div class=\"quform-element quform-element-page quform-page-1 quform-page-11_1 quform-cf quform-group-style-plain quform-first-page quform-last-page quform-current-page\"><div class=\"quform-child-elements\"><div class=\"quform-element quform-element-html quform-element-11_12 quform-cf\"><div class=\"quform-spacer\">Completa los campos a continuaci\u00f3n para descargar el folleto informativo.<\/div><\/div><input type=\"hidden\" name=\"quform_11_10\" class=\"quform-field quform-field-hidden quform-field-11_10\" data-default=\"\" \/><div class=\"quform-element quform-element-text quform-element-11_3 quform-cf quform-labels-inside quform-element-required\"><div class=\"quform-spacer\"><div class=\"quform-label quform-label-11_3\"><label class=\"quform-label-text\" for=\"quform_11_3_4f4dc5\">Name and surname<span class=\"quform-required\">*<\/span><\/label><\/div><div class=\"quform-inner quform-inner-text quform-inner-11_3\"><div class=\"quform-input quform-input-text quform-input-11_3 quform-cf\"><input type=\"text\" id=\"quform_11_3_4f4dc5\" name=\"quform_11_3\" class=\"quform-field quform-field-text quform-field-11_3\" \/><\/div><\/div><\/div><\/div><div class=\"quform-element quform-element-text quform-element-11_15 quform-cf quform-labels-inside quform-element-optional\"><div class=\"quform-spacer\"><div class=\"quform-label quform-label-11_15\"><label class=\"quform-label-text\" for=\"quform_11_15_4f4dc5\">Phone number<\/label><\/div><div class=\"quform-inner quform-inner-text quform-inner-11_15\"><div class=\"quform-input quform-input-text quform-input-11_15 quform-cf\"><input type=\"text\" id=\"quform_11_15_4f4dc5\" name=\"quform_11_15\" class=\"quform-field quform-field-text quform-field-11_15\" \/><\/div><p class=\"quform-description quform-description-below\">Please, add the country code before the number<\/p><\/div><\/div><\/div><div class=\"quform-element quform-element-email quform-element-11_5 quform-cf quform-labels-inside quform-element-required\"><div class=\"quform-spacer\"><div class=\"quform-label quform-label-11_5\"><label class=\"quform-label-text\" for=\"quform_11_5_4f4dc5\">Email<span class=\"quform-required\">*<\/span><\/label><\/div><div class=\"quform-inner quform-inner-email quform-inner-11_5\"><div class=\"quform-input quform-input-email quform-input-11_5 quform-cf\"><input type=\"email\" id=\"quform_11_5_4f4dc5\" name=\"quform_11_5\" class=\"quform-field quform-field-email quform-field-11_5\" \/><\/div><\/div><\/div><\/div><div class=\"quform-element quform-element-checkbox quform-element-11_21 quform-cf quform-element-optional\"><div class=\"quform-spacer\"><div class=\"quform-label quform-label-11_21\"><label class=\"quform-label-text\" id=\"quform_11_21_4f4dc5_label\">Other Contact Preference<\/label><\/div><div class=\"quform-inner quform-inner-checkbox quform-inner-11_21\"><div class=\"quform-input quform-input-checkbox quform-input-11_21 quform-cf\"><div class=\"quform-options quform-cf quform-options-block quform-options-simple\" role=\"group\" aria-labelledby=\"quform_11_21_4f4dc5_label\"><div class=\"quform-option\"><input type=\"checkbox\" name=\"quform_11_21[]\" id=\"quform_11_21_4f4dc5_1\" class=\"quform-field quform-field-checkbox quform-field-11_21 quform-field-11_21_1\" value=\"Phone Call\" \/><label for=\"quform_11_21_4f4dc5_1\" class=\"quform-option-label quform-option-label-11_21_1\"><span class=\"quform-option-text\">Phone Call<\/span><\/label><\/div><div class=\"quform-option\"><input type=\"checkbox\" name=\"quform_11_21[]\" id=\"quform_11_21_4f4dc5_2\" class=\"quform-field quform-field-checkbox quform-field-11_21 quform-field-11_21_2\" value=\"Whatsapp\" \/><label for=\"quform_11_21_4f4dc5_2\" class=\"quform-option-label quform-option-label-11_21_2\"><span class=\"quform-option-text\">Whatsapp<\/span><\/label><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"quform-element quform-element-checkbox quform-element-11_7 quform-cf quform-element-required\"><div class=\"quform-spacer\"><div class=\"quform-inner quform-inner-checkbox quform-inner-11_7\"><div class=\"quform-input quform-input-checkbox quform-input-11_7 quform-cf\"><div class=\"quform-options quform-cf quform-options-block quform-options-simple\"><div class=\"quform-option\"><input type=\"checkbox\" name=\"quform_11_7[]\" id=\"quform_11_7_4f4dc5_1\" class=\"quform-field quform-field-checkbox quform-field-11_7 quform-field-11_7_1\" value=\"I have read and accept the Privacy Policy\" \/><label for=\"quform_11_7_4f4dc5_1\" class=\"quform-option-label quform-option-label-11_7_1\"><span class=\"quform-option-text\">I have read and accept the <a href=\"\/privacy-policy\">Privacy Policy<\/a><\/span><\/label><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"quform-element quform-element-textarea quform-element-11_320657 quform-sr-only quform-cf\" style=\"clip: rect(1px, 1px, 1px, 1px); clip-path: inset(50%); position: absolute !important; height: 1px; width: 1px; overflow: hidden;\"><div class=\"quform-spacer\"><div class=\"quform-label quform-label-11_320657\"><label class=\"quform-label-text\" for=\"quform_11_320657_4f4dc5\">Email<span class=\"quform-required\">*<\/span><\/label><\/div><div class=\"quform-inner quform-inner-11_320657\"><textarea id=\"quform_11_320657_4f4dc5\" name=\"quform_11_320657\" class=\"quform-field quform-field-textarea quform-field-11_320657\" tabindex=\"-1\" autocomplete=\"new-password\"><\/textarea><\/div><\/div><\/div><div class=\"quform-element quform-element-submit quform-element-11_2 quform-cf quform-button-style-theme\"><div class=\"quform-button-submit quform-button-submit-default quform-button-submit-11_2\"><button name=\"quform_submit\" type=\"submit\" class=\"quform-submit\" value=\"submit\"><span class=\"quform-button-text quform-button-submit-text\">Send<\/span><\/button><\/div><div class=\"quform-loading quform-loading-position-left quform-loading-type-spinner-1\"><div class=\"quform-loading-inner\"><div class=\"quform-loading-spinner\"><div class=\"quform-loading-spinner-inner\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/form><\/div><\/div>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;60px&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;40&#8243; bottom_padding=&#8221;40&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column left_padding_desktop=&#8221;20&#8243; left_padding_phone=&#8221;0&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;2\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][nectar_responsive_text text_color=&#8221;#390092&#8243; font_size_desktop=&#8221;18px&#8221; font_line_height=&#8221;23px&#8221;]AI has had a profound impact on the world of Information and Communication Technology (ICT) by automating processes and enhancing productivity. The potential for AI is limitless, the impact of AI on the ICT industry is only set to grow.[\/nectar_responsive_text][nectar_responsive_text text_color=&#8221;#6a6a6a&#8221; font_size_desktop=&#8221;16px&#8221; font_line_height=&#8221;23px&#8221;]<span style=\"font-weight: 400;\">In recent years, <strong>AI has become a hype term<\/strong>, omnipresent and of which, unfortunately, even professionals linked to the field of ICT are unaware of its foundations, capabilities and also limitations and problems<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Providing professionals in the technological and ICT fields with the necessary foundations<\/strong> to understand the current mechanisms that support the new AI revolution<strong> is undoubtedly the main objective of this course.<\/strong><\/span><\/p>\n<p>This course is designed to provide a solid foundation in <strong>AI, machine learning, and deep learning<\/strong>, enabling students to develop all types of applications and solutions using the latest tools in these areas.<\/p>\n<p>Topics covered include <strong>data processing, analysis<\/strong>, and <strong>treatment<\/strong>, <strong>predictive models<\/strong> that aid in decision-making, the use of unstructured information sources such as images, audio, and signals for classification, regression, and segmentation tasks, <strong>recommendation systems<\/strong> and <strong>content generation<\/strong>, and how to use this knowledge to <strong>develop end-to-end solutions<\/strong>. Additionally, we will address the deployment and monitoring of these solutions in production.<\/p>\n<p>The basic foundations for developing these types of applications are based on the use of foundation models, utilizing <strong>state-of-the-art development tools,<\/strong> the latest developments in AutoML tools, and code generation assistance, with an aim to use <strong>high-level tools that allow us to decrease complexity in application development.<\/strong><\/p>\n<p>With the increasing demand for AI-based solutions, this course provides students with<strong> the knowledge and skills needed to excel in this exciting and rapidly developing field. <\/strong>[\/nectar_responsive_text][tabbed_section style=&#8221;default&#8221; tab_change_animation=&#8221;fade&#8221; alignment=&#8221;left&#8221; spacing=&#8221;default&#8221; tab_color=&#8221;Accent-Color&#8221; vs_content_animation=&#8221;fade&#8221; vs_link_animation=&#8221;opacity&#8221; vs_navigation_alignment=&#8221;left&#8221; vs_navigation_width_2=&#8221;25%&#8221; vs_navigation_func=&#8221;default&#8221; vs_navigation_width=&#8221;regular&#8221; vs_navigation_spacing=&#8221;15px&#8221; vs_navigation_mobile_display=&#8221;visible&#8221; vs_tab_spacing=&#8221;5%&#8221;][tab icon_family=&#8221;none&#8221; title=&#8221;Course Objectives&#8221; id=&#8221;1703247941835-8&#8243; tab_id=&#8221;1703247941836-3&#8243;][nectar_responsive_text font_size_desktop=&#8221;16px&#8221; font_line_height=&#8221;22px&#8221;]<strong>This course is especially aimed at those with an interest in:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Know the fundamentals that underlie current AI solutions. Without a deep technical or mathematical depth, but with enough rigor to know its mechanisms.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Know the different approaches what it is called Artificial Intelligence, and provide the current landscape of possibilities and their applications.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Address a practical approach to AI, focusing its study through practical analysis of the different problems that can now be solved thanks to the latest advances in the field<\/span>.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong><b>The course does not require prior technical foundations and is open to<\/b>:<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ICT professionals.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Engineers or professionals working on technological sectors.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Professionals with current knowledge on software development solutions but not familiar with current AI solutions (mainly focused on machine and deep learning).<\/span><\/li>\n<\/ul>\n[\/nectar_responsive_text][\/tab][tab icon_family=&#8221;none&#8221; title=&#8221;Methodology&#8221; id=&#8221;1703247941863-0&#8243; tab_id=&#8221;1703247941863-1&#8243;][nectar_responsive_text text_color=&#8221;#6a6a6a&#8221; font_size_desktop=&#8221;16px&#8221; font_line_height=&#8221;22px&#8221;]\n<ul>\n<li>Introduction to basic fundamental elements, skipping deep mathematical background, and with just some background in programming and software development<\/li>\n<li>Mainly practical, with many use cases<\/li>\n<li>End-to-end solutions and different use cases<\/li>\n<li>A Data-centric approach as encouraged by Andrew Ng to approach the use of AI in problem-solving.\n<ul>\n<li>A Foundation Model approach (1, 2), where models will be presented with the required explanations to understand them, but with the main focus on using them to solve particular problems and future challenges<\/li>\n<\/ul>\n<\/li>\n<li>Use of state-of-the-art tools for solving all the stages in AI product analysis, development, and deployment:\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Python and main libraries overview\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AutoML tools: pycaret (low code ML), BigML (data-driven no-code solutions), etc.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Colaboratory, Jupyter Notebooks, VSCode + Copilot (and other possible AI assistants), etc\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">HuggingFace and other open-source foundation models providers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deployment: REST API, dockers<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n[\/nectar_responsive_text][\/tab][tab icon_family=&#8221;none&#8221; title=&#8221;Contents&#8221; id=&#8221;1703247941881-4&#8243; tab_id=&#8221;1703247941882-6&#8243;][nectar_responsive_text text_color=&#8221;#6a6a6a&#8221; font_size_desktop=&#8221;16px&#8221; font_line_height=&#8221;22px&#8221;]\n<h3>Module 1. Introduction to Machine Learning for ICT professionals<\/h3>\n<p><strong>Introduction to Artificial Intelligence<br \/>\n<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Definition of Intelligence and Artificial Intelligence\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Types of AI\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Different approaches to AI\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Current landscape, areas of applications, and pros and cons <\/span><\/li>\n<\/ul>\n<p><strong>Introduction to Machine Learning<br \/>\n<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deduction vs. Induction\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Principles of ML\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Metrics and ML model evaluation. Bias.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ML life cycle\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature engineering and data-wrangling\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Different ML approaches and main techniques (Linear regression, logistic regression, Na\u00efve Bayes, SVM, Decision trees, ensemble methods)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Main Python libraries for ML\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introducing AutoML tools <\/span><\/li>\n<\/ul>\n<p><strong>Introduction to Deep Learning<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A brief introduction to artificial neuron, neural networks, and deep learning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Some basic examples based on feed-forward neural networks<\/span><\/li>\n<\/ul>\n<h3><\/h3>\n<h3>Module 2. Introduction to Deep Learning for ICT professionals<\/h3>\n<p><strong>Introduction to Deep Learning<\/strong><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Connectionism approach to ML\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deep Learning as a subset of ML\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Structured vs. unstructured input information and representation learning Training a NN, gradient descent, and back propagation\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Regularization and optimization <\/span><\/li>\n<\/ul>\n<p><b>Convolutional neural networks\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The convolutional operator\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Convolutional layers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pooling layers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Final dense layer\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Transfer learning\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Common CNN architectures\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Object detection and segmentation\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Recurrent neural networks and a basic introduction to transformers\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Basic \u2018vanilla\u2019 RNN\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LSTM and GRU\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Language Models\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Attention mechanism and an introduction to transformers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Large Language Models\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Some examples of NLP solutions\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Autoencoders and Generative Adversarial Networks<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Encoders, decoders, autoencoders and variational autoencoders<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Generative Adversarial Networks <\/span><\/li>\n<\/ul>\n<h3><\/h3>\n<h3><b>Module 3. Foundation models in discriminative and generative AI<\/b><\/h3>\n<p><b>Introduction to foundation models\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Discriminative AI and Generative AI\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introduction to Foundation Models\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Basic training process of FMs\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Fine tuning, transfer learning, context learning\u00a0<\/span><\/li>\n<\/ul>\n<p><b>FM in NLP, ASR, text-to-speech and others\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">FMs in NLP, ASR, text-to-speech and other text-based contexts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Applications in sentiment analysis, summarization, chatbots etc.\u00a0<\/span><\/li>\n<\/ul>\n<p><b>FM in multimodal Generative AI\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Stable Diffusion models\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">FMs in image, video, animation generation\u00a0<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><b>Module 4. Deployment. Cloud services. MLOps<\/b>.<\/h3>\n<p><b>MLOps\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introduction to the ML cycle workflow\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introduction to MLOps\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Deploying a model\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Models as services\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Environments and dockers\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deploying ML\/DL models\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Introduction to Big Data and Big Data for ML\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introduction to Big Data\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Main Big Data platforms\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apache Spark and integration into ML models\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Cloud solution for ML\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Introduction to cloud computing\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Different alternatives for cloud-based solution to ML\/DL model generation and deployment\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A use-case based on Microsoft Azure ML<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Module 5. Final Project.<\/h3>\n[\/nectar_responsive_text][\/tab][tab icon_family=&#8221;none&#8221; title=&#8221;Evaluation System&#8221; id=&#8221;1703247941902-4&#8243; tab_id=&#8221;1703247941902-9&#8243;][nectar_responsive_text text_color=&#8221;#6a6a6a&#8221; font_size_desktop=&#8221;16px&#8221; font_line_height=&#8221;22px&#8221;]To ensure the follow-up of the course, participation in the forum will be required, through questions, giving answers to other classmates or adding information of common interest (such as links to related topics or news etc.). <strong>Minimum of 1 monthly contribution. <\/strong><\/p>\n<p>The final mark will depend on the evaluation carried out on:<\/p>\n<ul>\n<li><strong>One assignment per module (4 modules): 50%<\/strong><\/li>\n<li><strong>A final project: 50%<\/strong><\/li>\n<\/ul>\n<p><strong>Attendance at synchronous classes will not be mandatory<\/strong>. These classes will be recorded and published, so that any student can access the content whenever they want, with the purpose of adapting to the schedule that suits them best.[\/nectar_responsive_text][image_with_animation image_url=&#8221;2644&#8243; image_size=&#8221;full&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;center&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;default&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][\/tab][\/tabbed_section][\/vc_column][vc_column column_padding=&#8221;padding-2-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;left&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color=&#8221;#41b8ee&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_video link=&#8221;https:\/\/youtu.be\/rsYT8b_KlF4&#8243;][vc_video link=&#8221;https:\/\/youtu.be\/a3unOYI482I&#8221;][vc_custom_heading text=&#8221;If you are convinced that this is the course for you, let us know. If there are people interested, we will launch a special edition in English. \ud83d\ude80&#8221; font_container=&#8221;tag:h2|font_size:20|text_align:left|color:%23ffffff|line_height:24px&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1695985457109{margin-bottom: 20px !important;}&#8221;][nectar_btn size=&#8221;jumbo&#8221; open_new_tab=&#8221;true&#8221; button_style=&#8221;regular&#8221; button_color_2=&#8221;Extra-Color-1&#8243; solid_text_color_override=&#8221;#390092&#8243; icon_family=&#8221;none&#8221; text=&#8221;Registration Form&#8221; url=&#8221;https:\/\/portal.valgrai.eu\/formulario-ict-professionals-english&#8221; margin_left=&#8221;25&#8243;][vc_custom_heading text=&#8221;Do you need more info?&#8221; font_container=&#8221;tag:h2|font_size:20|text_align:left|color:%23ffffff|line_height:24px&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;.vc_custom_1703248446434{margin-bottom: 20px !important;}&#8221;][vc_column_text]<span style=\"color: #ffffff;\"> Write an email to <span style=\"text-decoration: underline;\"><a style=\"color: #ffffff;\" href=\"mailto:info@valgrai.eu\">info@valgrai.eu<\/a><\/span>, call us or text us through <span style=\"text-decoration: underline;\"><a style=\"color: #ffffff;\" href=\"https:\/\/wa.link\/kfotgk\">Whatsapp<\/a> <\/span>at +34 604 84 89 74<\/span>[\/vc_column_text][vc_row_inner column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; text_align=&#8221;left&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_icon icon_family=&#8221;iconsmind&#8221; icon_style=&#8221;soft-bg&#8221; icon_color_type=&#8221;color_scheme&#8221; icon_color=&#8221;Extra-Color-1&#8243; icon_padding=&#8221;20px&#8221; pointer_events=&#8221;all&#8221; icon_iconsmind=&#8221;iconsmind-Email&#8221; icon_size=&#8221;30&#8243; url=&#8221;mailto:info@valgrai.eu&#8221;][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_icon icon_family=&#8221;iconsmind&#8221; icon_style=&#8221;soft-bg&#8221; icon_color_type=&#8221;color_scheme&#8221; icon_color=&#8221;Extra-Color-1&#8243; icon_padding=&#8221;25px&#8221; pointer_events=&#8221;all&#8221; icon_iconsmind=&#8221;iconsmind-Telephone&#8221; margin_bottom=&#8221;15&#8243; icon_size=&#8221;30&#8243; url=&#8221;tel:+34604848974&#8243;][\/vc_column_inner][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][nectar_icon icon_family=&#8221;iconsmind&#8221; icon_style=&#8221;soft-bg&#8221; icon_color_type=&#8221;color_scheme&#8221; icon_color=&#8221;Extra-Color-1&#8243; icon_padding=&#8221;25px&#8221; pointer_events=&#8221;all&#8221; translate_x_desktop=&#8221;0&#8243; margin_bottom=&#8221;15&#8243; icon_size=&#8221;30&#8243; icon_iconsmind=&#8221;iconsmind-Phone-2&#8243; url=&#8221;https:\/\/wa.link\/kfotgk&#8221;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;60px&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; top_padding=&#8221;40&#8243; bottom_padding=&#8221;40&#8243; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column left_padding_desktop=&#8221;20&#8243; left_padding_phone=&#8221;0&#8243; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;2\/3&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>[vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;none&#8221; equal_height=&#8221;yes&#8221; content_placement=&#8221;bottom&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#41b8ee&#8221; animated_gradient_bg=&#8221;true&#8221; animated_gradient_bg_color_1=&#8221;#390092&#8243; animated_gradient_bg_color_2=&#8221;#41b8ee&#8221; animated_gradient_bg_speed=&#8221;850&#8243; animated_gradient_bg_blending_mode=&#8221;organic&#8221; mouse_based_parallax_bg=&#8221;true&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;light&#8221; text_align=&#8221;center&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; class=&#8221;row-extend-bg-left row-extend-bg-right&#8221; id=&#8221;cabecera-evento&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221;&#8230;<\/p>\n","protected":false},"featured_media":3328,"template":"","meta":{"_acf_changed":false,"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","inline_featured_image":false},"product_brand":[],"product_cat":[68],"product_tag":[],"class_list":["post-2568","product","type-product","status-publish","has-post-thumbnail","product_cat-courses","first","outofstock","sold-individually","shipping-taxable","purchasable","product-type-simple"],"acf":[],"_links":{"self":[{"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product\/2568","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/media\/3328"}],"wp:attachment":[{"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/media?parent=2568"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product_brand?post=2568"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product_cat?post=2568"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/valgrai.eu\/en\/wp-json\/wp\/v2\/product_tag?post=2568"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}