{"id":16442,"date":"2024-10-07T18:14:45","date_gmt":"2024-10-07T18:14:45","guid":{"rendered":"https:\/\/letsprototype.com\/?page_id=16442"},"modified":"2026-04-08T22:58:37","modified_gmt":"2026-04-08T22:58:37","slug":"matching-learning-prototypes-for-sports","status":"publish","type":"page","link":"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/","title":{"rendered":"Machine Learning Prototypes for Sports."},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"16442\" class=\"elementor elementor-16442\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-53bead4 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"53bead4\" data-element_type=\"section\">\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-50 elementor-top-column elementor-element elementor-element-6f9ba962\" data-id=\"6f9ba962\" data-element_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-5e429c6 elementor-widget elementor-widget-heading\" data-id=\"5e429c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Machine Learning Prototype Specialists<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ce9838c elementor-headline--style-rotate elementor-widget__width-initial elementor-widget elementor-widget-animated-headline\" data-id=\"7ce9838c\" data-element_type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;flip&quot;,&quot;rotating_text&quot;:&quot;recolectores\\ndata set\\nmodelos supervisados\\n\\n&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t\t\t\t<h2 class=\"elementor-headline elementor-headline-animation-type-flip\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Development of <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tdata collectors\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tdata&nbsp;set\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tsupervised models\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32d8395d elementor-widget elementor-widget-spacer\" data-id=\"32d8395d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-2f0b35b elementor-widget elementor-widget-text-editor\" data-id=\"2f0b35b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"translation-block\">What is <strong>Machine Learning<\/strong> and what is it used for?<\/li><li class=\"translation-block\">Use cases: <strong>prototypes with Machine Learning<\/strong>.<\/li><li class=\"translation-block\">Methods to develop <strong>products with Machine Learning<\/strong>.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-40f7bc3d\" data-id=\"40f7bc3d\" data-element_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-4c85c869 elementor-widget elementor-widget-spacer\" data-id=\"4c85c869\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-69581034 elementor-widget elementor-widget-eael-feature-list\" data-id=\"69581034\" data-element_type=\"widget\" data-widget_type=\"eael-feature-list.default\">\n\t\t\t\t\t\t\t<div class=\"-icon-position-left -tablet-icon-position-left -mobile-icon-position-left\">\n\t\t\t<ul id=\"eael-feature-list-69581034\" class=\"eael-feature-list-items circle stacked  eael-feature-list-vertical\" data-layout-tablet=\"vertical\" data-layout-mobile=\"vertical\">\n\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-88fae45\">\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<a class=\"eael-feature-list-icon fl-icon-0\"href=\"https:\/\/calendly.com\/erick-remedios-letsprototype\/llamada-inicial?month=2023-06\">\n\n\t\t<i aria-hidden=\"true\" class=\"far fa-calendar-alt\"><\/i>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <span class=\"eael-feature-list-title\"><a href=\"https:\/\/calendly.com\/erick-remedios-letsprototype\/llamada-inicial?month=2023-06\">Let's talk about your invention<\/a><\/span>\t\t\t\t\t\t<p class=\"eael-feature-list-content\">Book Appointment<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-1130ed0\">\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<a class=\"eael-feature-list-icon fl-icon-1\"href=\"https:\/\/letsprototype.com\/en\/product-development\/\">\n\n\t\t<i aria-hidden=\"true\" class=\"fas fa-book\"><\/i>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <span class=\"eael-feature-list-title\"><a href=\"https:\/\/letsprototype.com\/en\/product-development\/\">Inventor's Guide<\/a><\/span>\t\t\t\t\t\t<p class=\"eael-feature-list-content\">Get your Guide now<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-951c8f5\">\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<a class=\"eael-feature-list-icon fl-icon-2\"href=\"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/#cta\">\n\n\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <span class=\"eael-feature-list-title\"><a href=\"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/#cta\">Click aqu\u00ed y hablamos<\/a><\/span>\t\t\t\t\t\t<p class=\"eael-feature-list-content\">Let\u00b4s talk about your idea<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-896e831 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"896e831\" data-element_type=\"section\">\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-b3d4ffe\" data-id=\"b3d4ffe\" data-element_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-88f5025 elementor-widget elementor-widget-spacer\" data-id=\"88f5025\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09a58d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09a58d6\" data-element_type=\"section\">\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-50 elementor-top-column elementor-element elementor-element-8a87bf8\" data-id=\"8a87bf8\" data-element_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-a272158 elementor-widget elementor-widget-spacer\" data-id=\"a272158\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-e3559d5 elementor-widget elementor-widget-heading\" data-id=\"e3559d5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What is Machine Learning? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e139a3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8e139a3\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e50252 elementor-widget elementor-widget-text-editor\" data-id=\"1e50252\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><strong>Machine learning<\/strong> is a type of artificial intelligence. We refer to <strong>machine learning<\/strong> when a machine undergoes a learning process through trained algorithms that can improve and gain accuracy over time.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-69d2b1e\" data-id=\"69d2b1e\" data-element_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-a4c6302 elementor-widget elementor-widget-image\" data-id=\"a4c6302\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono-1024x576.png\" class=\"attachment-large size-large wp-image-29505\" alt=\"pulseras padel IA\" srcset=\"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono-1024x576.png 1024w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono-300x169.png 300w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono-768x432.png 768w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono-18x10.png 18w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulserasIcono.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-69d3b41 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"69d3b41\" data-element_type=\"section\">\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-3ce4731\" data-id=\"3ce4731\" data-element_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-3457527 elementor-widget elementor-widget-heading\" data-id=\"3457527\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Main types of Machine Learning <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b47f7a5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b47f7a5\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-d69d210 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d69d210\" data-element_type=\"section\">\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-33 elementor-top-column elementor-element elementor-element-8005a51\" data-id=\"8005a51\" data-element_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-8bbdba5 elementor-widget elementor-widget-heading\" data-id=\"8bbdba5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Supervised Machine Learning<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d738de9 elementor-widget elementor-widget-text-editor\" data-id=\"d738de9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Algorithms trained based on input data and correct results. Machines learn to identify correct outcomes according to the combinations of data they receive.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-f58f9ab\" data-id=\"f58f9ab\" data-element_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-f6a530a elementor-widget elementor-widget-heading\" data-id=\"f6a530a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Unsupervised Machine Learning<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44afa33 elementor-widget elementor-widget-text-editor\" data-id=\"44afa33\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\">The training of <strong>unsupervised algorithms<\/strong> is based on input data and the ability to interpret patterns. The results are not trained as correct or incorrect.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-2eeb6f1\" data-id=\"2eeb6f1\" data-element_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-1571fa3 elementor-widget elementor-widget-heading\" data-id=\"1571fa3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Reinforcement Machine Learning<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b539228 elementor-widget elementor-widget-text-editor\" data-id=\"b539228\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>It refers to artificial intelligence systems that learn through trial-and-error cycles. It is very useful in the development of robots with complex functions.\u00a0<\/p>\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-9d9782b elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d9782b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-557b076d\" data-id=\"557b076d\" data-element_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-5e61329b elementor-widget elementor-widget-heading\" data-id=\"5e61329b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Let\u2019s talk about your project <\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49b4906c elementor-widget elementor-widget-text-editor\" data-id=\"49b4906c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>We\u2019re aware of the importance of protecting information. It is for that reason that we only ask you for superficial and basic details that will allow us to assign your project in-house.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6580e931\" data-id=\"6580e931\" data-element_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-2a74ff9c elementor-align-center elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"2a74ff9c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjM1Mjg1IiwidG9nZ2xlIjpmYWxzZX0%3D\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Let\u2019s talk<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-f4d7a3f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f4d7a3f\" data-element_type=\"section\">\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-1925e5b\" data-id=\"1925e5b\" data-element_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-148f9aa elementor-widget elementor-widget-spacer\" data-id=\"148f9aa\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-ee5c618 elementor-widget elementor-widget-heading\" data-id=\"ee5c618\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Development of prototypes with machine learning <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbf3463 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fbf3463\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-b4e5804 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b4e5804\" data-element_type=\"section\">\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-37a1f13\" data-id=\"37a1f13\" data-element_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-f1cf973 elementor-widget elementor-widget-text-editor\" data-id=\"f1cf973\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\">The design and <strong>development of machine learning prototypes<\/strong> should be seen as a complex process where advanced <strong>mathematical models<\/strong>, technology, electronics, and, above all, the expertise of industry specialists in the targeted innovation sector coexist.<\/p><p>No es posible <a href=\"https:\/\/letsprototype.com\/en\/diseno-y-fabricacion-de-prototipos\/\"><strong>desarrollar un prototipo<\/strong><\/a> o <strong>producto innovador con machine learning<\/strong>, capacidad de diagnosticar de forma inteligente y brindar <strong>predicciones basadas en modelos matem\u00e1ticos<\/strong>, si no se ha entrenado correctamente con un patr\u00f3n, que adem\u00e1s, debe estar condicionado por expertos en la materia. En el presente <strong><a href=\"https:\/\/letsprototype.com\/en\/prototype-examples\/\">ejemplo de prototipo<\/a> machine learning<\/strong> &lt;<strong>Baseball Analyticts<\/strong>\u00bb podr\u00e1n analizar los motivos de estas afirmaciones.\u00a0<\/p>\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-8ef8354 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8ef8354\" data-element_type=\"section\">\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-b9f0bf6\" data-id=\"b9f0bf6\" data-element_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-78acb0f elementor-widget elementor-widget-heading\" data-id=\"78acb0f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-Powered Sports Prototypes | Machine Learning<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2387a8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f2387a8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-844d722 elementor-widget elementor-widget-text-editor\" data-id=\"844d722\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Los<strong> prototipos de pulseras inteligentes<\/strong> para deportes de raqueta, han sido entrenadas mediante t\u00e9cnicas de <strong>machine learning supervisado<\/strong>. Se trata de un wearable capaz de identificar diversos tipos de golpes t\u00e9cnicos de estos deportes. La pulsera no solo identifica los movimientos, sino que es capaz de enviarlos de forma ordenada a una interfaz app m\u00f3vil.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd2ed2f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"fd2ed2f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/letsprototype.com\/en\/hit-x-universe-prototypes-for-padel\/\">\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=\"far fa-arrow-alt-circle-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Padel - Machine Learning<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-872b874 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"872b874\" data-element_type=\"section\">\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-3bd4299\" data-id=\"3bd4299\" data-element_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-5c9d314 elementor-widget elementor-widget-heading\" data-id=\"5c9d314\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Baseball Analytics: Development with machine learning.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d89713d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d89713d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-297c945 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"297c945\" data-element_type=\"section\">\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-14da832\" data-id=\"14da832\" data-element_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-cd31205 elementor-widget elementor-widget-text-editor\" data-id=\"cd31205\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><b>Baseball analytics<\/b><span style=\"font-weight: 400\"> is just one of the <\/span>examples of prototypes<span style=\"font-weight: 400\"> based on <strong>Machine Learning<\/strong><\/span><span style=\"font-weight: 400\"> technology, which are increasingly common in our <\/span><a href=\"https:\/\/letsprototype.com\/en\/product-design\/\" target=\"_self\"><b>technology product design<\/b><\/a><span style=\"font-weight: 400\"> laboratory. The truth is that our main clients for <\/span><a href=\"https:\/\/letsprototype.com\/en\/iot-prototype\/\" target=\"_self\"><b>custom IoT product development<\/b><\/a><span style=\"font-weight: 400\">, as well as <\/span><b>custom wearable elements<\/b><span style=\"font-weight: 400\">, are sports companies looking to make a difference in the market through <\/span><b><a href=\"https:\/\/letsprototype.com\/en\/\" target=\"_self\">intelligent prototypes<\/a>.<\/b><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">In this <\/span><b>prototype example<\/b><span style=\"font-weight: 400\">, \"<b>Baseball Analytics<\/b>\", the initial objective of the inventors was:<\/span><\/p><p class=\"translation-block\"><a href=\"https:\/\/letsprototype.com\/en\/\" target=\"_self\"><span style=\"font-weight: 400\">To achieve an <\/span><b>innovative and affordable product<\/b><\/a><span style=\"font-weight: 400\"> that provides a fundamental quantitative analysis of batters' swings in different scenarios, allowing for the study of movements, mechanical movement metrics, and delivering guidance to correct poor practices in their batting training sessions. <\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">This is a common objective in <\/span><b>IoT product examples<\/b><span style=\"font-weight: 400\"> with <\/span><b>Machine Learning<\/b><span style=\"font-weight: 400\"> capabilities that we have developed at <\/span><a href=\"https:\/\/letsprototype.com\/en\/\" target=\"_self\"><b>Let's Prototype<\/b><\/a><span style=\"font-weight: 400\"> for other sports, specifically racket sports such as Tennis and Padel.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">Building on our experience designing <\/span><b>custom wearable products<\/b><span style=\"font-weight: 400\">, we proposed the <\/span><b>development of a bracelet<\/b><span style=\"font-weight: 400\"> capable of managing a set of sensors that provide highly relevant and precise insights into the <\/span><b>mechanical movement<\/b><span style=\"font-weight: 400\"> performed. In addition to the data collected by the <\/span><b>Wearable IoT device<\/b><span style=\"font-weight: 400\">, other personal, physical, weight-related data, etc., was also gathered through a <\/span>custom-developed app<span style=\"font-weight: 400\">, which in turn allows for a complete pattern of athletes' behavior in different scenarios.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">Once the <\/span><b>mathematical model<\/b><span style=\"font-weight: 400\"> for the <\/span><strong>machine learning<\/strong><span style=\"font-weight: 400\"> system, developed exclusively for this prototype, is calibrated, the data of correct movement types are parameterized, as well as the ability to compare descriptive data of the batter's mechanical movements with data from batters who, with very similar physical characteristics, achieve highly relevant results in baseball.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">In this way, on the <\/span><b>mobile app<\/b><span style=\"font-weight: 400\">, users of <\/span><b>Baseball Analytics<\/b><span style=\"font-weight: 400\"> and their coaches can graphically see the differences and percentage of similarity between their mechanical movements and those of professional players with highly refined batting techniques and results.<\/span><\/p>\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-a7435f4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a7435f4\" data-element_type=\"section\">\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-9eccdd9\" data-id=\"9eccdd9\" data-element_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-2e108c7 elementor-blockquote--skin-boxed elementor-blockquote--button-view-text elementor-blockquote--button-skin-link elementor-widget elementor-widget-blockquote\" data-id=\"2e108c7\" data-element_type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\"Developing high-quality machine learning prototypes requires a highly skilled team with expertise in Mathematics, Electronics, Industrial Design, Mechanical Engineering, Software Programming, and Telecommunications. Attempting to create a machine learning prototype without these professionals will only result in an underperforming proposal with limited chances of success.\"\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Erick Remedios Mui\u00f1os <\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/twitter.com\/intent\/tweet?text=%22El+desarrollo+de+prototipos+machine+learning+de+calidad%2C+requiere+un+equipo+altamente+capacitado%2C+con+especializaci%C3%B3n+en%3A+Matem%C3%A1tica%2C+electr%C3%B3nica%2C+dise%C3%B1o+industrial%2C+ingenier%C3%ADa+mec%C3%A1nica%2C+programaci%C3%B3n+software+y+telecomunicaciones.+Intentar+fabricar+un+prototipo+machine+learning+sin+estos+profesionales%2C+solo+nos+llevar%C3%A1+a+una+propuesta+poco+competente+y+con+escasas+posibilidades+de+%C3%A9xito%22+%E2%80%94+Erick+Remedios+&amp;via=Erick%20Remedios%20\" class=\"elementor-blockquote__tweet-button\" target=\"_blank\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-blockquote__tweet-label\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-35d3e3b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35d3e3b\" data-element_type=\"section\">\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-50 elementor-top-column elementor-element elementor-element-49d34d9\" data-id=\"49d34d9\" data-element_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-711910c elementor-widget elementor-widget-spacer\" data-id=\"711910c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-4cd4e33 elementor-widget elementor-widget-heading\" data-id=\"4cd4e33\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Development of products with machine learning and IoT solutions to enhance sports. <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bfd0aa elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3bfd0aa\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2667e19 elementor-widget elementor-widget-text-editor\" data-id=\"2667e19\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">As you already know, when we talk about <\/span><b>IoT devices<\/b><span style=\"font-weight: 400\">, we refer to the invention's ability to connect to the cloud and transmit collected data from the field via a telecommunications system. This way, with reliable data on a server, multiple functions can be developed that add value for users. For example, in this case, the ability of the <\/span><b>smart bracelet prototype<\/b><span style=\"font-weight: 400\"> Baseball Analytics to gather reliable data and send it to the cloud makes it possible to establish a comparison through a <\/span><b>machine learning<\/b><span style=\"font-weight: 400\"> system. This system is based on pre-recorded movements that correspond to highly refined and correct models, enabling real-time feedback or information that provides substantial value to athletes and their coaches.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8829f36\" data-id=\"8829f36\" data-element_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-14663f3 elementor-widget elementor-widget-spacer\" data-id=\"14663f3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-8423eaf elementor-widget elementor-widget-spacer\" data-id=\"8423eaf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-ab2c622 elementor-widget elementor-widget-image\" data-id=\"ab2c622\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono-1024x576.png\" class=\"attachment-large size-large wp-image-28556\" alt=\"Machine Learning\" srcset=\"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono-1024x576.png 1024w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono-300x169.png 300w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono-768x432.png 768w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono-18x10.png 18w, https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/segurimaxIcono.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-62e4484 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62e4484\" data-element_type=\"section\">\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-e56c5de\" data-id=\"e56c5de\" data-element_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-125e0de elementor-widget elementor-widget-spacer\" data-id=\"125e0de\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-df81495 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"df81495\" data-element_type=\"section\">\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-ac0f1b4\" data-id=\"ac0f1b4\" data-element_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-a34a62f elementor-widget elementor-widget-heading\" data-id=\"a34a62f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5 Key Tips for the Machine Learning Stage in Prototyping.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93f2fdf elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"93f2fdf\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec90b8b elementor-widget elementor-widget-heading\" data-id=\"ec90b8b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Multimodal Data for Machine Learning.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a30da32 elementor-widget elementor-widget-text-editor\" data-id=\"a30da32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">In <\/span><a href=\"https:\/\/letsprototype.com\/en\/iot-prototype\/\" target=\"_self\"><strong>IoT projects<\/strong><\/a><span style=\"font-weight: 400\"> and <\/span><b>Machine Learning systems<\/b><span style=\"font-weight: 400\"> for sports, or other <\/span><b>sectors where Machine Learning is driving a true revolution<\/b><span style=\"font-weight: 400\">, a prior study of <\/span><b>multimodal data<\/b><span style=\"font-weight: 400\"> that can enhance the <\/span><b>Machine Learning model<\/b><span style=\"font-weight: 400\"> results is essential.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">By <\/span><b>multimodal data<\/b><span style=\"font-weight: 400\">, we refer to data coming from different sources, whether linked to the same wearable device or not, but considered within the same hardware architecture. For example, in this specific case of <\/span><b>Baseball Analytics<\/b><span style=\"font-weight: 400\">, it was determined that physical data requested through the app, as well as other environmental data captured by the <\/span><b>wearable prototype<\/b><span style=\"font-weight: 400\"> itself, is essential to achieve a more accurate behavior analysis.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b02fd4 elementor-widget elementor-widget-heading\" data-id=\"3b02fd4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dynamic Machine Learning.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c693994 elementor-widget elementor-widget-text-editor\" data-id=\"c693994\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">The <\/span><b>machine learning systems<\/b><span style=\"font-weight: 400\"> that our clients typically request for <\/span><b>prototype development<\/b><span style=\"font-weight: 400\"> are based on <\/span><b>basic mathematical models<\/b><span style=\"font-weight: 400\"> that allow for the capture of critical data for a specific practice, which can then be compared with model or reference data to perform comparative diagnostics. These diagnostics can also take into account other factors influencing the practice, as previously explained in the definition of <\/span><b>multimodal data<\/b><span style=\"font-weight: 400\"> for <\/span><b>machine learning<\/b><span style=\"font-weight: 400\">.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">Some clients of our <\/span><b>design laboratory<\/b><span style=\"font-weight: 400\"> and <\/span><b>smart wearable product development<\/b><span style=\"font-weight: 400\"> request to go a step further with the design and <\/span><b>development of <\/b><strong>machine learning models<\/strong><span style=\"font-weight: 400\">, as has been the case with <\/span><b>Baseball Analytics<\/b><span style=\"font-weight: 400\">.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">In this case, the client required that the <\/span><b>Machine Learning model<\/b><span style=\"font-weight: 400\"> be capable of adapting to each user based on their specific needs and diagnostics performed during practice with <\/span><b>the use of the prototype<\/b><span style=\"font-weight: 400\">. For this challenge, which we define as a <\/span><b>dynamic Machine Learning model<\/b><span style=\"font-weight: 400\">, we developed <\/span><b>Deep Learning models<\/b><span style=\"font-weight: 400\"> based on <\/span><b>systematic neural networks<\/b><span style=\"font-weight: 400\">, making it feasible to use <\/span><b>RNN<\/b>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0886d1c elementor-widget elementor-widget-heading\" data-id=\"0886d1c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Design and Development of Predictive Machine Learning Models.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3934414 elementor-widget elementor-widget-text-editor\" data-id=\"3934414\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">In addition to the <\/span><b>comparative data analysis system<\/b><span style=\"font-weight: 400\">, which was achieved with the <\/span><b>development of the Machine Learning model<\/b><span style=\"font-weight: 400\"> for sports, tailored in this case for the world of baseball, it was possible to establish a <\/span><b>predictive analysis<\/b><span style=\"font-weight: 400\"> using the already collected data. Based on certain critical parameters analyzed in the movement, a relationship was identified that allows for the detection of moments when athletes are more or less focused, predicting the ideal times for them to reach peak performance. This way, coaches can not only work on correcting their athletes' movements but also rely on certain athletes depending on a set of conditions, enabling them to win more games.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be41da4 elementor-widget elementor-widget-heading\" data-id=\"be41da4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Machine Learning with Real-Time Results.<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-227f022 elementor-widget elementor-widget-text-editor\" data-id=\"227f022\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">One of the most relevant tips we have identified in the <\/span><b>development of prototypes with Machine Learning<\/b><span style=\"font-weight: 400\">, or those that rely on this type of <\/span><b>data analysis models<\/b><span style=\"font-weight: 400\">, is the ability of training models to respond immediately, a crucial factor in most <\/span><b>Machine Learning projects<\/b><span style=\"font-weight: 400\"> for sports that we have designed and manufactured as a <\/span><strong>prototype at <a href=\"https:\/\/letsprototype.com\/en\/\" target=\"_self\">Let's Prototype<\/a><\/strong><span style=\"font-weight: 400\">. This preliminary experimental analysis will be conducted beforehand to optimize the <\/span><b>latency of the appropriate hardware elements<\/b><span style=\"font-weight: 400\"> for <\/span><b>the prototype<\/b><span style=\"font-weight: 400\"> before beginning the data collection process for the <\/span><b>design of the Machine Learning model&lt;\/b<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1264c11 elementor-widget elementor-widget-heading\" data-id=\"1264c11\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comparison Logic with Advanced Machine Learning Methodologies.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adf4fb1 elementor-widget elementor-widget-text-editor\" data-id=\"adf4fb1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">Typically, <\/span><b>developers of Machine Learning projects<\/b><span style=\"font-weight: 400\"> view the <\/span><b>data analysis system<\/b><span style=\"font-weight: 400\"> and diagnostic comparisons as a whole. After gaining experience in the development of <\/span><b>predictive models with custom mathematical models<\/b><span style=\"font-weight: 400\"> for different <\/span><b>sports prototypes<\/b><span style=\"font-weight: 400\">, it has been found that breaking down the analyses into parts is a technique that yields excellent results. In this <\/span><b>specific prototype example<\/b><span style=\"font-weight: 400\">, the analysis captured by the smart bracelet was divided into three fundamental phases: preparation, contact, and follow-through. This phased comparative analysis is much more specific and adds even more value to users. In this case, with the <\/span><b>Machine Learning prototype<\/b><span style=\"font-weight: 400\">, coaches can not only make full comparisons of a mechanical movement but also correct it in a partial and progressive manner, leading to more efficient, goal-focused training with results that are verifiable more immediately. This is ultimately a key motivational tool for athletes.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d98d721 elementor-widget elementor-widget-heading\" data-id=\"d98d721\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">An\u00e1lisis previo al desarrollo de un algoritmo de Machine Learning<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4677ce elementor-widget elementor-widget-text-editor\" data-id=\"c4677ce\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">As a general tip, it is important that, from the perspective of an inventor or a company\u2019s innovation department, you understand that before <\/span><b>proposing a Machine Learning model for sports<\/b><span style=\"font-weight: 400\">, a set of decisions must be made collaboratively and only after conducting some experiments. This research phase is essential to <\/span><b>develop Machine Learning products<\/b><span style=\"font-weight: 400\"> that provide real value and truly differentiate the prototype from the competition.<\/span><\/p><p><span style=\"font-weight: 400;\">In this prototype example, our client's innovation department had a very clear vision of the possibility of analyzing movement through data taken from the batter's arms directly on the <\/span><b>movimiento mec\u00e1nico<\/b><span style=\"font-weight: 400;\">, pero, por ejemplo, no ten\u00eda en cuenta que:<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">Capturing and cleaning data by stages of the actual movement increased the <\/span><b>reliability of the mathematical model<\/b><span style=\"font-weight: 400\"> by more than 80%. These figures were demonstrated with the use of the <\/span><b>first version of a functional prototype<\/b><span style=\"font-weight: 400\">.<\/span><\/p><p class=\"translation-block\"><span style=\"font-weight: 400\">During the <\/span><b>design process of a Machine Learning project<\/b><span style=\"font-weight: 400\">, non-technical discussions with subject matter experts are essential. From this type of analysis, quantifiable parameters are often defined that can complement the analysis and allow for a higher level of reliability, as well as the development of predictive systems, which add substantial value to this <\/span><b>type of prototype<\/b><span style=\"font-weight: 400\">.<\/span><\/p>\t\t\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-c09ae38 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c09ae38\" data-element_type=\"section\">\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-46bf40c\" data-id=\"46bf40c\" data-element_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-b959281 elementor-widget elementor-widget-spacer\" data-id=\"b959281\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-c891786 elementor-widget elementor-widget-menu-anchor\" data-id=\"c891786\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"cta\"><\/div>\n\t\t\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-568e9cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"568e9cd\" data-element_type=\"section\">\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-e637cd6\" data-id=\"e637cd6\" data-element_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-69e4547 elementor-widget elementor-widget-html\" data-id=\"69e4547\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t  \t\t<div data-elementor-type=\"section\" data-elementor-id=\"14793\" class=\"elementor elementor-14793\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6cc2b49f elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cc2b49f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6cd41307\" data-id=\"6cd41307\" data-element_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-3f8c78e5 elementor-widget elementor-widget-heading\" data-id=\"3f8c78e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Do you want to turn your idea into a product?<\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30531a3c elementor-widget elementor-widget-text-editor\" data-id=\"30531a3c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>The time to bring your ideas to life is now. We accompany you throughout the entire process: from idea to product.<\/b><\/p><p>\u00a0<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-79c36300\" data-id=\"79c36300\" data-element_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-3ea232da elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"3ea232da\" data-element_type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Siguiente&quot;,&quot;step_previous_label&quot;:&quot;Anterior&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"CTA - FORM julio 24\" aria-label=\"CTA - FORM julio 24\" action=\"\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"14793\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"3ea232da\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Dise\u00f1o est\u00e9tico de los productos innovadores. Gu\u00eda completa\" \/>\n\n\t\t\t\t\t\t\t<input type=\"hidden\" name=\"queried_id\" value=\"30647\"\/>\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tName\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Name\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-100 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tE-MAIL\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"E-MAIL\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-tel elementor-field-group elementor-column elementor-field-group-message elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tphone\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<input size=\"1\" type=\"tel\" name=\"form_fields[message]\" id=\"form-field-message\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Always include your country prefix. (+34) (+1)\" pattern=\"[0-9()#&amp;+*-=.]+\" title=\"Only numbers and phone characters (#, -, *, etc) are accepted.\" data-no-translation-title=\"\">\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_4f755d1 elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_4f755d1\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tName of the Invention\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_4f755d1]\" id=\"form-field-field_4f755d1\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" placeholder=\"Don&#039;t worry, it can be any name useful for identifying it.\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Send<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e7db4c3 elementor-widget elementor-widget-text-editor\" data-id=\"7e7db4c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">\u00a0San Juan Ingenieros, S. L, is the owner of the domain www.letsprototype.com, and in accordance with the General Data Protection Regulation (EU 1679\/2016), we will process your data exclusively to handle your information request. You have the right to rectify or request the deletion of your data at any time via hello@letsprototype.com.<\/p>\t\t\t\t\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 \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\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;16442&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Valorar este page&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Prototipos machine learning para el deporte.&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Valorar este page<\/span>\n    <\/div>\n    <\/div>","protected":false},"excerpt":{"rendered":"<p>Especialistas en prototipos con machine learning Desarrollo de recolectores data&nbsp;set modelos&nbsp;supervisados \u00bfQu\u00e9 es el Machine Learning y para qu\u00e9 sirve?\u00a0 Casos de uso: prototipos con Machine Learning.\u00a0 M\u00e9todos para desarrollar productos con Machine Learning.\u00a0 Hablemos de tu invento Agenda una cita aqu\u00ed Gu\u00eda para innovar Instrucciones para inventores Click aqu\u00ed y hablamos Hablemos sobre tu [&hellip;]<\/p>","protected":false},"author":4,"featured_media":29520,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-16442","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Fabricaci\u00f3n de prototipos machine learning | Wearables a medida<\/title>\n<meta name=\"description\" content=\"Desarrollo de prototipos machine learning. Entrenamientos de modelos matem\u00e1ticos e integraci\u00f3n de soluciones con AI. Paso a paso \u270d\ufe0f\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Prototipos machine learning para el deporte.\" \/>\n<meta property=\"og:description\" content=\"Desarrollo de prototipos machine learning. Entrenamientos de modelos matem\u00e1ticos e integraci\u00f3n de soluciones con AI. Paso a paso \u270d\ufe0f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/\" \/>\n<meta property=\"og:site_name\" content=\"Let&#039;s Prototype\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/letsprototype\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-08T22:58:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulseraRender3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/\",\"url\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/\",\"name\":\"Fabricaci\u00f3n de prototipos machine learning | Wearables a medida\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/cdn.letsprototype.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/pulseraRender3.png\",\"datePublished\":\"2024-10-07T18:14:45+00:00\",\"dateModified\":\"2026-04-08T22:58:37+00:00\",\"description\":\"Desarrollo de prototipos machine learning. Entrenamientos de modelos matem\u00e1ticos e integraci\u00f3n de soluciones con AI. Paso a paso \u270d\ufe0f\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/#primaryimage\",\"url\":\"https:\\\/\\\/cdn.letsprototype.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/pulseraRender3.png\",\"contentUrl\":\"https:\\\/\\\/cdn.letsprototype.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/pulseraRender3.png\",\"width\":1920,\"height\":1080,\"caption\":\"productos AI padel\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/prototipos-machine-learning-para-el-deporte\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/letsprototype.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Prototipos machine learning para el deporte.\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#website\",\"url\":\"https:\\\/\\\/letsprototype.com\\\/\",\"name\":\"Let's Prototype\",\"description\":\"Especialistas en dise\u00f1o y fabricaci\u00f3n de prototipos\",\"publisher\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#organization\"},\"alternateName\":\"Empresa de dise\u00f1o y fabricaci\u00f3n de Productos\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/letsprototype.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#organization\",\"name\":\"Let\u00b4s Prototype\",\"alternateName\":\"Let\u00b4s Prototype\",\"url\":\"https:\\\/\\\/letsprototype.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/cdn.letsprototype.com\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/cropped-LESTPROTOTYPE-5.png\",\"contentUrl\":\"https:\\\/\\\/cdn.letsprototype.com\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/cropped-LESTPROTOTYPE-5.png\",\"width\":512,\"height\":512,\"caption\":\"Let\u00b4s Prototype\"},\"image\":{\"@id\":\"https:\\\/\\\/letsprototype.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/letsprototype\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/letsprototype\\\/\",\"https:\\\/\\\/www.thumbtack.com\\\/fl\\\/miami\\\/cad-design\\\/lets-prototype\\\/service\\\/467614067578683401\",\"https:\\\/\\\/www.youtube.com\\\/@letsprototype-productdevel3398\"],\"description\":\"Agencia de innovaci\u00f3n y desarrollo de productos. Especialistas en desarrollo de productos innovadores y fabricaci\u00f3n de prototipos con laboratorios f\u00edsicos en Madrid, Espa\u00f1a y Miami, Estados Unidos.\",\"email\":\"hello@letsprototype.com\",\"telephone\":\"34619687023\",\"legalName\":\"San Juan Ingenieros\",\"foundingDate\":\"2006-11-03\",\"vatID\":\"B11852951\",\"iso6523Code\":\"9001\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"11\",\"maxValue\":\"50\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Machine Learning Prototype Manufacturing | Custom Wearables","description":"Machine Learning Prototype Development. Mathematical Model Training and AI Solution Integration. Step by Step \u270d\ufe0f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/","og_locale":"en_US","og_type":"article","og_title":"Prototipos machine learning para el deporte.","og_description":"Desarrollo de prototipos machine learning. Entrenamientos de modelos matem\u00e1ticos e integraci\u00f3n de soluciones con AI. Paso a paso \u270d\ufe0f","og_url":"https:\/\/letsprototype.com\/en\/matching-learning-prototypes-for-sports\/","og_site_name":"Let&#039;s Prototype","article_publisher":"https:\/\/www.facebook.com\/letsprototype","article_modified_time":"2026-04-08T22:58:37+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulseraRender3.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/","url":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/","name":"Machine Learning Prototype Manufacturing | Custom Wearables","isPartOf":{"@id":"https:\/\/letsprototype.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/#primaryimage"},"image":{"@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/#primaryimage"},"thumbnailUrl":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulseraRender3.png","datePublished":"2024-10-07T18:14:45+00:00","dateModified":"2026-04-08T22:58:37+00:00","description":"Machine Learning Prototype Development. Mathematical Model Training and AI Solution Integration. Step by Step \u270d\ufe0f","breadcrumb":{"@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/#primaryimage","url":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulseraRender3.png","contentUrl":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2025\/05\/pulseraRender3.png","width":1920,"height":1080,"caption":"productos AI padel"},{"@type":"BreadcrumbList","@id":"https:\/\/letsprototype.com\/prototipos-machine-learning-para-el-deporte\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/letsprototype.com\/"},{"@type":"ListItem","position":2,"name":"Prototipos machine learning para el deporte."}]},{"@type":"WebSite","@id":"https:\/\/letsprototype.com\/#website","url":"https:\/\/letsprototype.com\/","name":"Let's Prototype","description":"Especialistas en dise\u00f1o y fabricaci\u00f3n de prototipos","publisher":{"@id":"https:\/\/letsprototype.com\/#organization"},"alternateName":"Empresa de dise\u00f1o y fabricaci\u00f3n de Productos","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/letsprototype.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/letsprototype.com\/#organization","name":"Let\u00b4s Prototype","alternateName":"Let\u00b4s Prototype","url":"https:\/\/letsprototype.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/letsprototype.com\/#\/schema\/logo\/image\/","url":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2022\/07\/cropped-LESTPROTOTYPE-5.png","contentUrl":"https:\/\/cdn.letsprototype.com\/wp-content\/uploads\/2022\/07\/cropped-LESTPROTOTYPE-5.png","width":512,"height":512,"caption":"Let\u00b4s Prototype"},"image":{"@id":"https:\/\/letsprototype.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/letsprototype","https:\/\/www.linkedin.com\/company\/letsprototype\/","https:\/\/www.thumbtack.com\/fl\/miami\/cad-design\/lets-prototype\/service\/467614067578683401","https:\/\/www.youtube.com\/@letsprototype-productdevel3398"],"description":"Agencia de innovaci\u00f3n y desarrollo de productos. Especialistas en desarrollo de productos innovadores y fabricaci\u00f3n de prototipos con laboratorios f\u00edsicos en Madrid, Espa\u00f1a y Miami, Estados Unidos.","email":"hello@letsprototype.com","telephone":"34619687023","legalName":"San Juan Ingenieros","foundingDate":"2006-11-03","vatID":"B11852951","iso6523Code":"9001","numberOfEmployees":{"@type":"QuantitativeValue","minValue":"11","maxValue":"50"}}]}},"_links":{"self":[{"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/pages\/16442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/comments?post=16442"}],"version-history":[{"count":9,"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/pages\/16442\/revisions"}],"predecessor-version":[{"id":37372,"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/pages\/16442\/revisions\/37372"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/media\/29520"}],"wp:attachment":[{"href":"https:\/\/letsprototype.com\/en\/wp-json\/wp\/v2\/media?parent=16442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}