{"id":1552,"date":"2020-05-25T14:34:27","date_gmt":"2020-05-25T20:34:27","guid":{"rendered":"https:\/\/www.jacobsoft.com.mx\/?p=1552"},"modified":"2025-02-20T13:37:48","modified_gmt":"2025-02-20T19:37:48","slug":"redes-neuronales-con-tensorflow-y-keras","status":"publish","type":"post","link":"https:\/\/www.jacobsoft.com.mx\/es_mx\/redes-neuronales-con-tensorflow-y-keras\/","title":{"rendered":"Redes Neuronales con Tensorflow y Keras"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Redes Neuronales con Tensorflow y Keras<\/h2>\n\n\n\n<p>En este\u00a0<strong>post\u00a0<\/strong>en video vamos a hablar de la implementaci\u00f3n de redes neuronales con Tensorflow a trav\u00e9s de la librer\u00eda Keras, creando un modelo de aprendizaje profundo Deep Learning.<\/p>\n\n\n\n<p>El proceso del entrenamiento se trata de jugar con la arquitectura de la red, es decir, cantidad de capas y de neuronas en cada capa, as\u00ed como el tama\u00f1o del bacth y las \u00e9pocas para lograr los mejores resultados en la predicci\u00f3n.<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Redes Neuronales con Tensorflow y Keras\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/wOj5D29M81U?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Te dejo el Link para descargar el archivo de datos que se usa en el ejemplo.<\/p>\n\n\n\n<p><a href=\"https:\/\/drive.google.com\/open?id=1PAOw035GLhin_aPw7lcrpYT_j5qdsPcd\" target=\"_blank\" aria-label=\"Churn_Modeling.csv (opens in a new tab)\" rel=\"noreferrer noopener\" class=\"aioseop-link\">Churn_Modeling.csv<\/a><\/p>\n\n\n\n<p>Si te gusto la descripci\u00f3n y la explicaci\u00f3n del tema, no olvides compartir y dejar alg\u00fan comentario. Tambi\u00e9n puedes suscribirte al canal en\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/channel\/UCHQDZW3R0NqPyAE3kOccOAw\" target=\"_blank\" class=\"aioseop-link\"><strong>Youtube<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Redes Neuronales con Tensorflow y Keras En este\u00a0post\u00a0en video vamos a hablar de la implementaci\u00f3n &hellip; <\/p>\n","protected":false},"author":2,"featured_media":1553,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[35,46],"tags":[101,130,103,57,55,58,56,131,128,50,117,53,61,102,127,129],"class_list":["post-1552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-inteligencia-artificial","category-machine-learning","tag-aprendizaje","tag-aprendizaje-automatico","tag-aprendizaje-supervisado","tag-ciencia-de-datos","tag-clasificacion","tag-data-mining","tag-data-science","tag-deep-learning","tag-keras","tag-machine-learning","tag-neural-networks","tag-prediccion","tag-python","tag-redes-neuronales","tag-tensorflow","tag-tutorial-redes-neuronales"],"aioseo_notices":[],"author_meta":{"display_name":"Jacob Avila Camacho","author_link":"https:\/\/www.jacobsoft.com.mx\/es_mx\/author\/jacob-avila\/"},"featured_img":"https:\/\/www.jacobsoft.com.mx\/wp-content\/uploads\/2020\/05\/destacados-RN-con-Keras-y-TF-300x169.png","featured_image_src":"https:\/\/www.jacobsoft.com.mx\/wp-content\/uploads\/2020\/05\/destacados-RN-con-Keras-y-TF-e1590438832448.png","featured_image_src_square":"https:\/\/www.jacobsoft.com.mx\/wp-content\/uploads\/2020\/05\/destacados-RN-con-Keras-y-TF-e1590438832448.png","author_info":{"display_name":"Jacob Avila Camacho","author_link":"https:\/\/www.jacobsoft.com.mx\/es_mx\/author\/jacob-avila\/"},"coauthors":[],"tax_additional":{"categories":{"linked":["<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/\" class=\"advgb-post-tax-term\">Inteligencia Artificial<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Machine Learning<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Inteligencia Artificial<\/span>","<span class=\"advgb-post-tax-term\">Machine Learning<\/span>"]},"tags":{"linked":["<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">aprendizaje<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">aprendizaje autom\u00e1tico<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">aprendizaje supervisado<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Ciencia de Datos<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">clasificaci\u00f3n<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Data Mining<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Data Science<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Deep Learning<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">keras<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">machine learning<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">neural networks<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">predicci\u00f3n<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">Python<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">redes neuronales<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">tensorflow<\/a>","<a href=\"https:\/\/www.jacobsoft.com.mx\/es_mx\/category\/inteligencia-artificial\/machine-learning\/\" class=\"advgb-post-tax-term\">tutorial redes neuronales<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">aprendizaje<\/span>","<span class=\"advgb-post-tax-term\">aprendizaje autom\u00e1tico<\/span>","<span class=\"advgb-post-tax-term\">aprendizaje supervisado<\/span>","<span class=\"advgb-post-tax-term\">Ciencia de Datos<\/span>","<span class=\"advgb-post-tax-term\">clasificaci\u00f3n<\/span>","<span class=\"advgb-post-tax-term\">Data Mining<\/span>","<span class=\"advgb-post-tax-term\">Data Science<\/span>","<span class=\"advgb-post-tax-term\">Deep Learning<\/span>","<span class=\"advgb-post-tax-term\">keras<\/span>","<span class=\"advgb-post-tax-term\">machine learning<\/span>","<span class=\"advgb-post-tax-term\">neural networks<\/span>","<span class=\"advgb-post-tax-term\">predicci\u00f3n<\/span>","<span class=\"advgb-post-tax-term\">Python<\/span>","<span class=\"advgb-post-tax-term\">redes neuronales<\/span>","<span class=\"advgb-post-tax-term\">tensorflow<\/span>","<span class=\"advgb-post-tax-term\">tutorial redes neuronales<\/span>"]}},"comment_count":"1","relative_dates":{"created":"Publicado 6 a\u00f1os hace","modified":"Actualizado 1 a\u00f1o hace"},"absolute_dates":{"created":"Publicado el mayo 25, 2020","modified":"Actualizado el febrero 20, 2025"},"absolute_dates_time":{"created":"Publicado el mayo 25, 2020 2:34 pm","modified":"Actualizado el febrero 20, 2025 1:37 pm"},"featured_img_caption":"","series_order":"","_links":{"self":[{"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/posts\/1552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/comments?post=1552"}],"version-history":[{"count":1,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/posts\/1552\/revisions"}],"predecessor-version":[{"id":1554,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/posts\/1552\/revisions\/1554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/media\/1553"}],"wp:attachment":[{"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/media?parent=1552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/categories?post=1552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.jacobsoft.com.mx\/es_mx\/wp-json\/wp\/v2\/tags?post=1552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}