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headers already sent by (output started at /var/www/html/wp-content/plugins/sitepress-multilingual-cms/inc/functions.php:506) in /var/www/html/wp-includes/rest-api/class-wp-rest-server.php on line 1893 Deprecated: Constant FILTER_SANITIZE_STRING is deprecated in /var/www/html/wp-content/plugins/sitepress-multilingual-cms/classes/request-handling/class-wpml-rest-request-analyze.php on line 61 Deprecated: explode(): Passing null to parameter #2 ($string) of type string is deprecated in /var/www/html/wp-content/plugins/sitepress-multilingual-cms/inc/functions.php on line 506 Deprecated: Constant FILTER_SANITIZE_STRING is deprecated in /var/www/html/wp-content/plugins/sitepress-multilingual-cms/classes/request-handling/class-wpml-rest-request-analyze.php on line 61 Deprecated: explode(): Passing null to parameter #2 ($string) of type string is deprecated in /var/www/html/wp-content/plugins/sitepress-multilingual-cms/inc/functions.php on line 506 {"id":17409,"date":"2022-04-07T17:14:30","date_gmt":"2022-04-07T23:14:30","guid":{"rendered":"https:\/\/itcoint.com\/?p=17409"},"modified":"2022-10-27T12:58:38","modified_gmt":"2022-10-27T18:58:38","slug":"como-funciona-la-inteligencia-artificial-y-que-relacion-existe-entre-el-aprendizaje-automatico-las-api-cognitivas-la-ciencia-de-los-datos-la-robotica","status":"publish","type":"post","link":"https:\/\/itcoint.com\/como-funciona-la-inteligencia-artificial-y-que-relacion-existe-entre-el-aprendizaje-automatico-las-api-cognitivas-la-ciencia-de-los-datos-la-robotica\/","title":{"rendered":"Como funciona la inteligencia artificial y que relaci\u00f3n existe entre el aprendizaje autom\u00e1tico, las API Cognitivas, la Ciencia de los datos, la rob\u00f3tica"},"content":{"rendered":"

Primeramente, comenzaremos por conocer que es la Inteligencia Artificial (IA), en internet encontraremos diferentes conceptos, todos ellos relacionados entre s\u00ed, nosotros podremos verlos como un software creado especialmente para expresar inteligencia que son propias de los humanos en maquinas considerando que el origen de IA es desde la antig\u00fcedad donde se han creado artefactos con automatismos y simulando la forma con las habilidades de los humanos, se cree que el padre de la IA es Alan Turing.<\/p>\n

Pero la pregunta es como funciona, para hacer que funcione se necesita de las matem\u00e1ticas y la l\u00f3gica para luego montarlo en un sistema inform\u00e1tico para que simule el razonamiento de los humanos y en base a ellos ir aprendiendo nuevas cosas para tomar decisiones.<\/p>\n

Cuando ponemos un sistema que utilice la IA, nos puede ayudar con realizar predicciones en base a los patrones de los datos obtenidos, tambi\u00e9n puede aprender de sus errores para mejorarse as\u00ed mismo, hay unos escenarios donde se ha implementado como son los autom\u00f3viles sin conductor que ahora se llaman Tesla, programa de reconocimiento de im\u00e1genes y los asistentes virtuales como los chatbot<\/p>\n

Ahora veremos qu\u00e9 relaci\u00f3n existe entre el aprendizaje autom\u00e1tico.<\/p>\n

Conociendo que el aprendizaje autom\u00e1tico es el proceso del cual se usan modelos matem\u00e1ticos de datos para aprender sin instrucciones directas identificando patrones de datos mediante algoritmo para luego usar esos mismos patrones y crear un modelo de datos para realizar predicciones. Adem\u00e1s, es considerado como un subconjunto de la IT, y es la mejor t\u00e9cnica de aprendizaje porque se centra en el entrenamiento de los equipos inform\u00e1ticos para que aprendan de la forma que lo hacen los humanos.<\/p>\n

Y cu\u00e1l ser\u00eda la funci\u00f3n de las Api Cognitivas con relaci\u00f3n a la IA.<\/p>\n

Como las API se pone la inteligencia artificial al alcance de todos los desarrolladores y cient\u00edficos de datos logrando conectar las aplicaciones a otros sistemas, servicios o aplicaciones.<\/p>\n

Hay una relaci\u00f3n o mas bien visto como una diferencia entre las IA y la Ciencia de Datos, porque la ciencia de centra en el uso de las matem\u00e1ticas, las estad\u00edsticas y el aprendizaje autom\u00e1tico igual como la IA pero se enfoca para extraer la informaci\u00f3n de los datos y las IA en tomar las decisiones en funci\u00f3n de los datos.<\/p>\n

Y la relaci\u00f3n de la rob\u00f3tica con la IA es debi\u00f3 al software que los controla ya que el robot tiene una forma f\u00edsica, pero necesita un software con inteligencia artificial para que se mueva de forma aut\u00f3noma.<\/p>\n","protected":false},"excerpt":{"rendered":"

Primeramente, comenzaremos por conocer que es la Inteligencia Artificial (IA), en internet encontraremos diferentes conceptos, todos ellos relacionados entre s\u00ed, nosotros podremos verlos como un software creado especialmente para expresar […]<\/p>\n","protected":false},"author":10,"featured_media":22543,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","_joinchat":[],"ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"off","ocean_gallery_id":[],"footnotes":""},"categories":[348],"tags":[],"class_list":["post-17409","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-3","entry","has-media"],"yoast_head":"\nComo funciona la inteligencia artificial y que relaci\u00f3n existe entre el aprendizaje autom\u00e1tico, las API Cognitivas, la Ciencia de los datos, la rob\u00f3tica - 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