{"id":1655,"date":"2023-11-06T10:20:35","date_gmt":"2023-11-06T09:20:35","guid":{"rendered":"https:\/\/ia4legos.umh.es\/?page_id=1655"},"modified":"2023-11-30T13:35:17","modified_gmt":"2023-11-30T12:35:17","slug":"introduccion-iasac","status":"publish","type":"page","link":"https:\/\/unidigital.umh.es\/ca\/introduccion-iasac\/","title":{"rendered":"(Espa\u00f1ol) Introducci\u00f3n ML IASAC<\/span>"},"content":{"rendered":"

[et_pb_section fb_built=”1″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_row _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.17.4″ _module_preset=”default” custom_padding=”4px||4px|||” link_option_url=”https:\/\/unidigital.umh.es\/ml-iasac\/” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

IR A CONTENIDOS MACHINE LEARNING<\/strong><\/span><\/h1>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_5,3_5,1_5″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”1_5″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_column][et_pb_column type=”3_5″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.17.4″ _module_preset=”default” text_font=”Signika||||||||” header_font_size=”28px” header_2_font_size=”22px” global_colors_info=”{}”]<\/p>\n

M\u00f3dulo 1. Introducci\u00f3n al aprendizaje autom\u00e1tico<\/h1>\n

<\/strong><\/p>\n

Unidad 1.1 Introducci\u00f3n<\/span><\/h2>\n

 <\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_5″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_button button_url=”https:\/\/unidigital.umh.es\/libreria-scikit-learn\/” button_text=”Unidad 1.2 Librer\u00eda Scikit-Learn” button_alignment=”center” _builder_version=”4.17.4″ _module_preset=”default” custom_button=”on” button_text_size=”13px” button_text_color=”#bf4c00″ button_bg_color=”#FFFFFF” button_border_color=”#bf5800″ button_font=”Roboto||||||||” button_icon=”I||divi||400″ transform_scale_tablet=”” transform_scale_phone=”” transform_scale_last_edited=”on|tablet” transform_translate=”41px|0px” transform_translate_tablet=”-20px|0px” transform_translate_phone=”-20px|0px” transform_translate_last_edited=”on|phone” transform_translate_linked=”off” transform_translate_linked_tablet=”off” transform_rotate_tablet=”” transform_rotate_phone=”” transform_rotate_last_edited=”on|tablet” transform_skew_tablet=”” transform_skew_phone=”” transform_skew_last_edited=”on|tablet” transform_origin_tablet=”” transform_origin_phone=”” transform_origin_last_edited=”on|tablet” transform_styles_last_edited=”on|phone” custom_margin=”|-50px|||false|false” transform_styles_tablet=”” transform_styles_phone=”” global_colors_info=”{}”][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ _builder_version=”4.17.4″ _module_preset=”default” width=”89%” max_width=”1543px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-cuaderno-1.png” title_text=”Enlace a cuaderno 1″ url=”https:\/\/colab.research.google.com\/drive\/1XaiMX9w_Ve03QBlopS63ihfEfCTERjQw” url_new_window=”on” _builder_version=”4.17.4″ _module_preset=”default” width=”50%” module_alignment=”center” global_colors_info=”{}”][\/et_pb_image][et_pb_accordion _builder_version=”4.17.4″ _module_preset=”default” toggle_font=”Signika||||||||” custom_padding=”||439px||false|false” global_colors_info=”{}”][et_pb_accordion_item title=”Tema 1. Introducci\u00f3n al aprendizaje autom\u00e1tico” open=”on” _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

    \n
  1. \u00bfQu\u00e9 es el aprendizaje autom\u00e1tico?<\/a><\/span><\/li>\n
  2. Problemas t\u00edpicos en aprendizaje autom\u00e1tico<\/a><\/span><\/li>\n
  3. Tipos de aprendizaje autom\u00e1tico<\/a><\/span><\/li>\n
  4. Conceptos b\u00e1sicos en un problema de aprendizaje autom\u00e1tico<\/a><\/span><\/span><\/li>\n
  5. Flujo de trabajo en el aprendizaje autom\u00e1tico<\/a><\/span><\/li>\n
  6. M\u00e9tricas de evaluaci\u00f3n<\/a><\/span><\/li>\n
  7. Retos de los sistemas de aprendizaje autom\u00e1tico<\/a><\/span><\/li>\n<\/ol>\n

    [\/et_pb_accordion_item][\/et_pb_accordion][et_pb_image src=”https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-video-cuaderno-1.png” title_text=”Enlace a v\u00eddeo cuaderno 1″ url=”https:\/\/www.youtube.com\/watch?v=4DzfFNC77m4&list=PLClKgnzRFYe7A_t6D-siRSLuPPBzVNgI5&index=1″ url_new_window=”on” align=”center” _builder_version=”4.17.4″ _module_preset=”default” transform_translate=”0px|27px” transform_translate_linked=”off” width=”50%” custom_padding=”|||1px||” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-cuaderno-2.png” title_text=”Enlace a cuaderno 2″ url=”https:\/\/colab.research.google.com\/drive\/1e9K9H7MlmbV1tydv-kxLXkklOAb5CEnz” url_new_window=”on” _builder_version=”4.17.4″ _module_preset=”default” width=”50%” module_alignment=”center” global_colors_info=”{}”][\/et_pb_image][et_pb_accordion _builder_version=”4.17.4″ _module_preset=”default” toggle_font=”Signika||||||||” global_colors_info=”{}”][et_pb_accordion_item title=”Tema 2. Bancos de datos” open=”on” _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”]<\/p>\n

      \n
    1. Abalone<\/a><\/span><\/li>\n
    2. Anime ratings<\/a><\/span><\/li>\n
    3. Breast Cancer Wisconsin<\/a><\/span><\/li>\n
    4. China<\/a><\/span><\/li>\n
    5. Diabetes<\/a><\/span><\/li>\n
    6. Digits<\/a><\/span><\/li>\n
    7. Electricity<\/a><\/span><\/li>\n
    8. Google reviews<\/a><\/span><\/li>\n
    9. Housing<\/a><\/span><\/li>\n
    10. HousingCA<\/a><\/span><\/li>\n
    11. Iris<\/a><\/span><\/li>\n
    12. Meat spec<\/a><\/span><\/li>\n
    13. Mushroom classification<\/a><\/span><\/li>\n
    14. Olivetti faces<\/a><\/span><\/li>\n
    15. Penguins<\/a><\/span><\/li>\n
    16. Sales<\/a><\/span><\/li>\n
    17. Spam<\/a><\/span><\/li>\n
    18. Stroke Prediction Dataset<\/a><\/span><\/li>\n
    19. Student Alcohol Consumption<\/a><\/span><\/li>\n
    20. US economic time series<\/a><\/span><\/li>\n
    21. Vehicle Silhouettes<\/a>
      <\/span><\/li>\n
    22. Water potability<\/a><\/span><\/li>\n
    23. Water treatment<\/a><\/span><\/li>\n
    24. Winequality<\/a><\/span><\/li>\n
    25. Wine recognition<\/a><\/span><\/li>\n<\/ol>\n

      [\/et_pb_accordion_item][\/et_pb_accordion][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-cuaderno-3.png” title_text=”Enlace a cuaderno 3″ url=”https:\/\/colab.research.google.com\/drive\/1U9VcbMAbMSqBc_zhEM9-HiPjiX4xyptA” url_new_window=”on” align=”center” _builder_version=”4.17.4″ _module_preset=”default” width=”50%” global_colors_info=”{}”][\/et_pb_image][et_pb_accordion _builder_version=”4.17.4″ _module_preset=”default” toggle_font=”Signika||||||||” custom_padding=”||444px||false|false” global_colors_info=”{}”][et_pb_accordion_item title=”Tema 3. Introducci\u00f3n al \u00e1lgebra lineal” open=”on” _builder_version=”4.17.4″ _module_preset=”default” custom_padding=”||72px||false|false” global_colors_info=”{}”]<\/p>\n

        \n
      1. \u00c1lgebra lineal<\/a><\/span><\/li>\n
      2. Escalares, vectores, matrices y tensores<\/a><\/span><\/li>\n
      3. Vectores y matrices especiales<\/a><\/span><\/li>\n
      4. Operaciones con vectores<\/a><\/span><\/li>\n
      5. Operaciones con matrices<\/a><\/span><\/li>\n
      6. Caracter\u00edsticas de una matriz<\/a><\/span><\/li>\n<\/ol>\n

        [\/et_pb_accordion_item][\/et_pb_accordion][et_pb_image src=”https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-video-cuaderno-3.png” title_text=”Enlace a v\u00eddeo cuaderno 3″ url=”https:\/\/www.youtube.com\/watch?v=gMamae7TxS0&list=PLClKgnzRFYe7A_t6D-siRSLuPPBzVNgI5&index=2″ url_new_window=”on” align=”center” _builder_version=”4.17.4″ _module_preset=”default” transform_translate=”0px|27px” transform_translate_linked=”off” width=”50%” custom_padding=”|||1px||” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,1_3,1_3″ _builder_version=”4.17.4″ _module_preset=”default” max_width=”1300px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_gallery gallery_ids=”1732,1735,1738″ posts_number=”1″ show_title_and_caption=”off” _builder_version=”4.17.4″ _module_preset=”default” transform_translate=”-75px|0px” transform_translate_linked=”off” width=”80%” module_alignment=”center” global_colors_info=”{}”][\/et_pb_gallery][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_gallery gallery_ids=”1741″ posts_number=”1″ show_title_and_caption=”off” _builder_version=”4.17.4″ _module_preset=”default” transform_translate_linked=”off” width=”80%” module_alignment=”center” global_colors_info=”{}”][\/et_pb_gallery][\/et_pb_column][et_pb_column type=”1_3″ _builder_version=”4.17.4″ _module_preset=”default” global_colors_info=”{}”][et_pb_gallery gallery_ids=”1744,1747″ posts_number=”1″ show_title_and_caption=”off” _builder_version=”4.17.4″ _module_preset=”default” transform_translate=”75px|0px” transform_translate_linked=”off” width=”80%” module_alignment=”center” global_colors_info=”{}”][\/et_pb_gallery][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

        IR A CONTENIDOS MACHINE LEARNINGM\u00f3dulo 1. Introducci\u00f3n al aprendizaje autom\u00e1tico Unidad 1.1 Introducci\u00f3n   \u00bfQu\u00e9 es el aprendizaje autom\u00e1tico? Problemas t\u00edpicos en aprendizaje autom\u00e1tico Tipos de aprendizaje autom\u00e1tico Conceptos b\u00e1sicos en un problema de aprendizaje autom\u00e1tico Flujo de trabajo en el aprendizaje autom\u00e1tico M\u00e9tricas de evaluaci\u00f3n Retos de los sistemas de aprendizaje autom\u00e1tico Abalone Anime […]<\/p>\n","protected":false},"author":24713,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_links_to":"","_links_to_target":""},"_links":{"self":[{"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/pages\/1655"}],"collection":[{"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/users\/24713"}],"replies":[{"embeddable":true,"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/comments?post=1655"}],"version-history":[{"count":0,"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/pages\/1655\/revisions"}],"wp:attachment":[{"href":"https:\/\/unidigital.umh.es\/ca\/wp-json\/wp\/v2\/media?parent=1655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}