{"id":1126,"date":"2023-07-07T09:10:52","date_gmt":"2023-07-07T07:10:52","guid":{"rendered":"https:\/\/ia4legos.umh.es\/?page_id=1126"},"modified":"2023-11-30T13:33:07","modified_gmt":"2023-11-30T12:33:07","slug":"metodos-de-reduccion-de-la-dimension-iii","status":"publish","type":"page","link":"https:\/\/unidigital.umh.es\/ca\/metodos-de-reduccion-de-la-dimension-iii\/","title":{"rendered":"<span lang=\"es\">(Espa\u00f1ol) M\u00e9todos de reducci\u00f3n de la dimensi\u00f3n III<\/span>"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221; custom_padding=&#8221;4px|||||&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;4px||4px|||&#8221; link_option_url=&#8221;https:\/\/unidigital.umh.es\/ml-iasac\/&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h1 style=\"text-align: center;\"><span style=\"text-decoration: underline; color: #bf5800;\"><strong>IR A CONTENIDOS MACHINE LEARNING<\/strong><\/span><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_5,3_5,1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/unidigital.umh.es\/metodos-de-reduccion-de-la-dimension-2\/&#8221; button_text=&#8221;Unidad 3.2 M\u00e9todos de reducci\u00f3n de la dimensi\u00f3n II&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;13px&#8221; button_text_color=&#8221;#bf4c00&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_color=&#8221;#bf5800&#8243; button_font=&#8221;Roboto||||||||&#8221; button_icon=&#8221;&#x48;||divi||400&#8243; button_icon_placement=&#8221;left&#8221; transform_scale_tablet=&#8221;&#8221; transform_scale_phone=&#8221;&#8221; transform_scale_last_edited=&#8221;on|desktop&#8221; transform_translate=&#8221;-92px|0px&#8221; transform_translate_tablet=&#8221;-21px|0px&#8221; transform_translate_phone=&#8221;-22px|0px&#8221; transform_translate_last_edited=&#8221;on|phone&#8221; transform_translate_linked=&#8221;off&#8221; transform_rotate_tablet=&#8221;&#8221; transform_rotate_phone=&#8221;&#8221; transform_rotate_last_edited=&#8221;on|desktop&#8221; transform_skew_tablet=&#8221;&#8221; transform_skew_phone=&#8221;&#8221; transform_skew_last_edited=&#8221;on|desktop&#8221; transform_origin_tablet=&#8221;&#8221; transform_origin_phone=&#8221;&#8221; transform_origin_last_edited=&#8221;on|desktop&#8221; transform_styles_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;|-70px|||false|false&#8221; transform_styles_tablet=&#8221;&#8221; transform_styles_phone=&#8221;&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;3_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Signika||||||||&#8221; text_font_size=&#8221;12px&#8221; header_font_size=&#8221;28px&#8221; header_2_font_size=&#8221;22px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1 style=\"text-align: center\">M\u00f3dulo 3. Aprendizaje no supervisado<\/h1>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center\">Unidad 3.3 M\u00e9todos de reducci\u00f3n de la dimensi\u00f3n III<\/h2>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/unidigital.umh.es\/modelos-de-agrupacion-o-cluster\/&#8221; button_text=&#8221;Unidad 3.4 Modelos de agrupaci\u00f3n o cluster&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;13px&#8221; button_text_color=&#8221;#bf4c00&#8243; button_bg_color=&#8221;#FFFFFF&#8221; button_border_color=&#8221;#bf5800&#8243; button_font=&#8221;Roboto||||||||&#8221; button_icon=&#8221;&#x49;||divi||400&#8243; transform_scale_tablet=&#8221;&#8221; transform_scale_phone=&#8221;&#8221; transform_scale_last_edited=&#8221;on|tablet&#8221; transform_translate=&#8221;41px|0px&#8221; transform_translate_tablet=&#8221;-20px|0px&#8221; transform_translate_phone=&#8221;-20px|0px&#8221; transform_translate_last_edited=&#8221;on|phone&#8221; transform_translate_linked=&#8221;off&#8221; transform_translate_linked_tablet=&#8221;off&#8221; transform_rotate_tablet=&#8221;&#8221; transform_rotate_phone=&#8221;&#8221; transform_rotate_last_edited=&#8221;on|tablet&#8221; transform_skew_tablet=&#8221;&#8221; transform_skew_phone=&#8221;&#8221; transform_skew_last_edited=&#8221;on|tablet&#8221; transform_origin_tablet=&#8221;&#8221; transform_origin_phone=&#8221;&#8221; transform_origin_last_edited=&#8221;on|tablet&#8221; transform_styles_last_edited=&#8221;on|phone&#8221; custom_margin=&#8221;|-50px|||false|false&#8221; transform_styles_tablet=&#8221;&#8221; transform_styles_phone=&#8221;&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;89%&#8221; max_width=&#8221;1543px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-cuaderno-26.png&#8221; title_text=&#8221;Enlace a cuaderno 26&#8243; url=&#8221;https:\/\/colab.research.google.com\/drive\/1f-quCJoy3GkQDSWVzYaIlQZ6w8-B84DI&#8221; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;30%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_accordion _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; toggle_font=&#8221;Signika||||||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Tema 26. M\u00e9todos de escalado multidimensional (MDS)&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1f-quCJoy3GkQDSWVzYaIlQZ6w8-B84DI#scrollTo=QAgaWSzDmSw2\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Introducci\u00f3n al aprendizaje m\u00faltiple<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1f-quCJoy3GkQDSWVzYaIlQZ6w8-B84DI#scrollTo=uB_UFJsol8um\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Escalado multidimensional<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1f-quCJoy3GkQDSWVzYaIlQZ6w8-B84DI#scrollTo=7IizXKWyLorK\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Escalado multidimensional en Python<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1f-quCJoy3GkQDSWVzYaIlQZ6w8-B84DI#scrollTo=cC0DQvIuZPE5\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Aplicaciones<\/a><\/span><\/li>\n<\/ol>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-video-cuaderno-26.png&#8221; title_text=&#8221;Enlace a v\u00eddeo cuaderno 26&#8243; url=&#8221;https:\/\/www.youtube.com\/watch?v=ZIoRMHHGT5I&#038;list=PLClKgnzRFYe7A_t6D-siRSLuPPBzVNgI5&#038;index=24&#8243; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;30%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-cuaderno-27.png&#8221; title_text=&#8221;Enlace a cuaderno 27&#8243; url=&#8221;https:\/\/colab.research.google.com\/drive\/1VnxWkOI8QIm9guralPiD6waJxDzgu0Vh&#8221; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;30%&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_accordion _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; toggle_font=&#8221;Signika||||||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_accordion_item title=&#8221;Tema 27. M\u00e9todos avanzados de escalado multidimensional&#8221; open=&#8221;on&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ol>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1VnxWkOI8QIm9guralPiD6waJxDzgu0Vh#scrollTo=QAgaWSzDmSw2\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Ampliaciones del MDS<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1VnxWkOI8QIm9guralPiD6waJxDzgu0Vh#scrollTo=gfJj8jtvwUcX\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Isomap<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1VnxWkOI8QIm9guralPiD6waJxDzgu0Vh#scrollTo=5mIv2-7z4zj-\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Linear Local Embedding (LLE)<\/a><\/span><\/li>\n<li><span style=\"color: #bf5800\"><a href=\"https:\/\/colab.research.google.com\/drive\/1VnxWkOI8QIm9guralPiD6waJxDzgu0Vh#scrollTo=7fIbiYCsu5gc\" target=\"_blank\" rel=\"noopener\" style=\"color: #bf5800\">Otros m\u00e9todos<\/a><\/span><\/li>\n<\/ol>\n<p>[\/et_pb_accordion_item][\/et_pb_accordion][et_pb_image src=&#8221;https:\/\/ia4legos.umh.es\/files\/2023\/07\/Enlace-a-video-cuaderno-27.png&#8221; title_text=&#8221;Enlace a v\u00eddeo cuaderno 27&#8243; url=&#8221;https:\/\/www.youtube.com\/watch?v=TFxo7NuDixY&#038;list=PLClKgnzRFYe7A_t6D-siRSLuPPBzVNgI5&#038;index=25&#8243; url_new_window=&#8221;on&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;30%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; max_width=&#8221;1300px&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_gallery gallery_ids=&#8221;1846,1849&#8243; posts_number=&#8221;1&#8243; show_title_and_caption=&#8221;off&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; transform_translate=&#8221;45px|0px&#8221; transform_translate_linked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_gallery][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_gallery gallery_ids=&#8221;1852,1855&#8243; posts_number=&#8221;1&#8243; show_title_and_caption=&#8221;off&#8221; _builder_version=&#8221;4.17.4&#8243; _module_preset=&#8221;default&#8221; transform_translate=&#8221;-45px|0px&#8221; transform_translate_linked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_gallery][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>IR A CONTENIDOS MACHINE LEARNINGM\u00f3dulo 3. 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