{"id":6515,"date":"2025-10-26T11:35:38","date_gmt":"2025-10-26T11:35:38","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6515"},"modified":"2025-10-26T11:35:38","modified_gmt":"2025-10-26T11:35:38","slug":"deepanalyze%ef%bc%9a%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e4%b8%93%e5%b1%9e%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e5%ae%b6%ef%bc%81%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6-2","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/es\/archives\/6515","title":{"rendered":"DeepAnalyze: \u00a1deja que la IA se convierta en tu cient\u00edfico de datos exclusivo! An\u00e1lisis en profundidad de proyectos de c\u00f3digo abierto"},"content":{"rendered":"<p>En esta era de explosi\u00f3n de datos, el an\u00e1lisis de datos se ha convertido en el n\u00facleo de la toma de decisiones empresariales. Sin embargo, la escasez de cient\u00edficos de datos, los elevados costes laborales y el umbral de aprendizaje de las herramientas tradicionales de an\u00e1lisis de datos han disuadido a muchas empresas. Hoy quiero presentarles una<strong>Revolucionario proyecto de c\u00f3digo abierto<\/strong>--DeepAnalyze, que facilita tener un<strong>Cient\u00edfico de datos de IA en l\u00ednea 24\/7<\/strong>\u00a1!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4ec0\u4e48\u662fdeepanalyze\">\u00bfQu\u00e9 es DeepAnalyze?<\/h2>\n\n\n\n<p>DeepAnalyze es<strong>El primer gran modelo ling\u00fc\u00edstico basado en agentes para la ciencia de datos aut\u00f3noma<\/strong>(Agentic LLM), desarrollado conjuntamente por un equipo de la Universidad Renmin de China y la Universidad Tsinghua. No solo realiza tareas tradicionales de an\u00e1lisis de datos, sino que tambi\u00e9n act\u00faa como un cient\u00edfico de datos humano.<strong>Programaci\u00f3n y optimizaci\u00f3n aut\u00f3nomas<\/strong>Automatizaci\u00f3n \"de principio a fin\" de todo el proceso de ciencia de datos, desde los datos brutos hasta los informes de investigaci\u00f3n a nivel de analista.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/502958904-04184975-7ee7-4ae0-8761-7a7550c5c8fe.mp4\"><\/video><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83d\udca1 <strong>Principales avances<\/strong>: DeepAnalyze-8B (s\u00f3lo par\u00e1metros 8B) supera a los grandes modelos comerciales como GPT-4o-mini en varias pruebas de referencia, convirti\u00e9ndose en el primero en completar el<strong>Investigaci\u00f3n sobre datos abiertos<\/strong>El modelo de c\u00f3digo abierto.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u7684\u4e94\u5927\u6838\u5fc3\u80fd\u529b\">Las cinco funciones b\u00e1sicas de DeepAnalyze<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-\u7aef\u5230\u7aef\u6570\u636e\u79d1\u5b66\u7ba1\u9053\">1\ufe0f\u20e3 Canal de ciencia de datos de extremo a extremo<\/h3>\n\n\n\n<p>DeepAnalyze automatiza todo el proceso de la ciencia de datos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Preparaci\u00f3n de datos<\/strong>Tratamiento autom\u00e1tico de valores omitidos, eliminaci\u00f3n de duplicados y conversi\u00f3n de formatos.<\/li>\n\n\n\n<li><strong>an\u00e1lisis de datos<\/strong>C\u00e1lculo de indicadores estad\u00edsticos, identificaci\u00f3n de patrones de datos<\/li>\n\n\n\n<li><strong>Modelizaci\u00f3n de datos<\/strong>Construir modelos predictivos y evaluar su rendimiento<\/li>\n\n\n\n<li><strong>Visualizaci\u00f3n de datos<\/strong>Generar gr\u00e1ficos e informes de visualizaci\u00f3n profesionales<\/li>\n\n\n\n<li><strong>Generaci\u00f3n de informes<\/strong>: Realizaci\u00f3n de informes profesionales a nivel de analista<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-14.png\" alt=\"\" class=\"wp-image-2440\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-\u5f00\u653e\u5f0f\u6570\u636e\u7814\u7a76\">2\ufe0f\u20e3 Investigaci\u00f3n sobre datos abiertos<\/h3>\n\n\n\n<p>A diferencia de las herramientas tradicionales, DeepAnalyze no se limita a procesos predefinidos, sino que puede:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>exploraci\u00f3n autodirigida<\/strong>Fuentes de datos que \"piensan\" como un cient\u00edfico de datos humano<\/li>\n\n\n\n<li><strong>respuesta flexible<\/strong>M\u00faltiples formatos de datos: CSV, Excel, JSON, base de datos, Markdown, etc.<\/li>\n\n\n\n<li><strong>arraigada<\/strong>La historia que se esconde tras los datos, con an\u00e1lisis realmente reveladores<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83c\udf1f Tras cargar varios archivos de datos, DeepAnalyze analiza autom\u00e1ticamente los patrones de matriculaci\u00f3n de los estudiantes, las redes de transferencia institucionales y genera informes de investigaci\u00f3n en profundidad que contienen gr\u00e1ficos y cuadros profesionales.<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-17.png\" alt=\"\" class=\"wp-image-2443\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u7684\u81ea\u4e3b\u6027\">3\ufe0f\u20e3 Autonom\u00eda sin intervenci\u00f3n humana<\/h3>\n\n\n\n<p>Las funciones m\u00e1s potentes de DeepAnalyze son<strong>Programaci\u00f3n y optimizaci\u00f3n aut\u00f3nomas<\/strong>Habilidad:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>primero<strong>planear (c\u00f3mo hacer algo)<\/strong>An\u00e1lisis de trayectorias<\/li>\n\n\n\n<li>entonces (despu\u00e9s)<strong>exploraci\u00f3n proactiva<\/strong>n\u00fameros<\/li>\n\n\n\n<li>pasar a hacer algo<strong>comprensi\u00f3n<\/strong>estructura de datos<\/li>\n\n\n\n<li>llevar a cabo<strong>Preparaci\u00f3n y an\u00e1lisis de datos<\/strong><\/li>\n\n\n\n<li>eventual<strong>Genere informes profesionales<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Todo el proceso no requiere un flujo de trabajo predefinido y piensa como un ser humano, pero es m\u00e1s eficaz y preciso que \u00e9l.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-16.png\" alt=\"\" class=\"wp-image-2442\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-\u591a\u6570\u636e\u6e90\u652f\u6301\">4\ufe0f\u20e3 Soporte de m\u00faltiples fuentes de datos<\/h3>\n\n\n\n<p>DeepAnalyze puede manejar una amplia gama de formatos de datos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcca <strong>Datos estructurados<\/strong>CSV, Excel, base de datos<\/li>\n\n\n\n<li>\ud83d\udce6 <strong>datos semiestructurados<\/strong>: JSON, XML, YAML<\/li>\n\n\n\n<li>\ud83d\udcdd <strong>Datos no estructurados<\/strong>: TXT, Markdown<\/li>\n<\/ul>\n\n\n\n<p>Sea cual sea el formato de sus datos, DeepAnalyze \"los capta\" y los analiza en profundidad.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-18.png\" alt=\"\" class=\"wp-image-2444\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-\u5b8c\u5168\u5f00\u6e90\">5\ufe0f\u20e3 C\u00f3digo abierto completo<\/h3>\n\n\n\n<p>Los puntos fuertes de DeepAnalyze son<strong>C\u00f3digo totalmente abierto<\/strong>::<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Modelos de ponderaci\u00f3n de c\u00f3digo abierto<\/li>\n\n\n\n<li>El c\u00f3digo es totalmente abierto<\/li>\n\n\n\n<li>Los datos de formaci\u00f3n est\u00e1n a disposici\u00f3n del p\u00fablico<\/li>\n\n\n\n<li>Tutoriales de implantaci\u00f3n en detalle<\/li>\n<\/ul>\n\n\n\n<p>No necesitas depender de ninguna API de c\u00f3digo cerrado para tener tu propio asistente de ciencia de datos.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-19.png\" alt=\"\" class=\"wp-image-2445\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-deepanalyze\u5982\u4f55\u5de5\u4f5c-\u6280\u672f\u89e3\u6790\">\u00bfC\u00f3mo funciona DeepAnalyze? An\u00e1lisis t\u00e9cnico<\/h2>\n\n\n\n<p>La innovaci\u00f3n de DeepAnalyze es su<strong>Formaci\u00f3n de agentes basada en planes de estudios<\/strong>(Formaci\u00f3n ag\u00e9ntica basada en el curr\u00edculo) y<strong>S\u00edntesis de trayectorias guiada por datos<\/strong>Tecnolog\u00eda:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e94\u79cd\u6838\u5fc3\u4ea4\u4e92\u52a8\u4f5c\">\ud83e\udde0 Cinco acciones de interacci\u00f3n b\u00e1sicas<\/h3>\n\n\n\n<p>DeepAnalyze funciona de forma aut\u00f3noma mediante cinco etiquetas de acci\u00f3n especiales:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>\u27e8Analizar\u27e9<\/code>: An\u00e1lisis y planificaci\u00f3n<\/li>\n\n\n\n<li><code>\u27e8Entender\u27e9<\/code>: Comprender las estructuras de datos<\/li>\n\n\n\n<li><code>\u27e8C\u00f3digo\u27e9<\/code>Generar c\u00f3digo de an\u00e1lisis de datos<\/li>\n\n\n\n<li><code>\u27e8Ejecutar\u27e9<\/code>Ejecutar el c\u00f3digo y obtener el resultado<\/li>\n\n\n\n<li><code>\u27e8Respuesta\u27e9<\/code>Generar informe final<\/li>\n<\/ul>\n\n\n\n<p>Estas acciones permiten a DeepAnalyze actuar como un ser humano<strong>Pensar-Actuar-Reaccionar<\/strong>El proceso de an\u00e1lisis se optimiza constantemente.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-22.png\" alt=\"\" class=\"wp-image-2448\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8bfe\u7a0b\u5f0f\u8bad\u7ec3\u65b9\u6cd5\">\ud83d\udcda M\u00e9todos de formaci\u00f3n basados en cursos<\/h3>\n\n\n\n<p>DeepAnalyze emplea una estrategia de entrenamiento \"de lo simple a lo complejo\":<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Ajuste fino de una sola capacidad<\/strong>Adquirir primero las competencias b\u00e1sicas (por ejemplo, comprensi\u00f3n de datos, generaci\u00f3n de c\u00f3digo).<\/li>\n\n\n\n<li><strong>Formaci\u00f3n de agentes multicompetencia<\/strong>: Aprender a combinar m\u00faltiples competencias para resolver problemas complejos<\/li>\n\n\n\n<li><strong>Optimizaci\u00f3n del aprendizaje<\/strong>: Mejora continua de la toma de decisiones en entornos reales<\/li>\n<\/ol>\n\n\n\n<p>Este m\u00e9todo de entrenamiento resuelve el problema de la \"escasez de recompensas\" del LLM tradicional en tareas de datos complejas, y permite que el modelo aprenda realmente a \"pensar como un cient\u00edfico de datos\".<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-21.png\" alt=\"\" class=\"wp-image-2447\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5982\u4f55\u90e8\u7f72deepanalyze-\u624b\u628a\u624b\u6559\u7a0b\">C\u00f3mo desplegar DeepAnalyze: un tutorial pr\u00e1ctico<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u51c6\u5907\u5de5\u4f5c\">\ud83d\udce6 Preparativos<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Clonaci\u00f3n del c\u00f3digo base<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">git clone https:\/\/github.com\/ruc-datalab\/DeepAnalyze.git\ncd DeepAnalyze<\/code><\/pre><\/div>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Creaci\u00f3n de un entorno virtual<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">conda create -n deepanalyze python=3.12 -y\nconda activar deepanalyze<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Instalaci\u00f3n de dependencias<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">pip install -r requisitos.txt\nDependencias de formaci\u00f3n de #\n(cd . \/deepanalyze\/ms-swift\/ &amp;&amp; pip install -e .)\n(cd . \/depanalyze\/SkyRL\/ &amp;&amp; pip install -e .)<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u90e8\u7f72\u6a21\u578b\">\ud83d\ude80 Modelo de implantaci\u00f3n<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Descargar modelos<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DeepAnalyze-8B est\u00e1 disponible para descarga directa.<\/li>\n\n\n\n<li>o afinado basado en DeepSeek-R1-0528-Qwen3-8B<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Inicio de los servicios<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">cd demo\/chat\nnpm instalar\ncd .\nbash start.sh<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>interfaz de acceso<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Abra su navegador para acceder a <code><a href=\"http:\/\/localhost:4000\">http:\/\/localhost:4000<\/a><\/code><\/li>\n\n\n\n<li>Cargar archivos de datos e introducir instrucciones de an\u00e1lisis<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-api\u8c03\u7528\u65b9\u5f0f\">\ud83c\udf10 M\u00e9todos de llamada a la API<\/h3>\n\n\n\n<p>Tambi\u00e9n puede integrarlo en su propio sistema a trav\u00e9s de la API:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">python demo\/backend.py<\/code><\/pre><\/div>\n\n\n\n<p>A continuaci\u00f3n, utilice curl para probar la API:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">curl -X POST http:\/\/localhost:8200\/chat\/completions \\\n-H \"Content-Type: application\/json\" \\\n-d '{\"messages\": [{\"role\": \"user\", \"content\": \"Generate a data science report.\"}], \"workspace\": \"example\/student_loan\/\"}'<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e09\u6b65\u751f\u6210\u4e13\u4e1a\u62a5\u544a\">Genere un informe profesional en tres pasos<\/h2>\n\n\n\n<p>Veamos un escenario de uso real:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Preparar los datos<\/strong>: Coloque los archivos de datos que se van a analizar en el directorio de trabajo (p. ej.<code>ejemplo\/pr\u00e9stamo_estudiante\/<\/code>)<\/li>\n\n\n\n<li><strong>Presentaci\u00f3n de mandatos<\/strong>::<\/li>\n<\/ol>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">from deepanalyze import DeepAnalyzeVLLM\n\nprompt = \"\"\"Instrucci\u00f3n #\nGenerar un informe de ciencia de datos.\n\n# Datos\nFichero 1: {\"name\": \"bool.xlsx\", \"size\": \"4.8KB\"}\nFichero 2: {\"name\": \"person.csv\", \"size\": \"10.6KB\"}\n... (m\u00e1s descripciones de ficheros)\"\"\"\"\n\nespacio de trabajo = \"\/ruta\/a\/tu\/espacio de trabajo\"\ndeepanalyze = DeepAnalyzeVLLM(\"ruta\/a\/DeepAnalyze-8B\/\")\nanswer = deepanalyze.generate(prompt, workspace=espacio de trabajo)<\/code><\/pre><\/div>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>Obtener resultados<\/strong>::<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Obtendr\u00e1 una lista de<strong>Gr\u00e1ficos profesionales, an\u00e1lisis estad\u00edsticos y asesoramiento empresarial<\/strong>y el informe completo del Comit\u00e9 para la Eliminaci\u00f3n de la Discriminaci\u00f3n contra la Mujer<\/li>\n\n\n\n<li>Admite la exportaci\u00f3n a formato PDF para su uso directo en informes<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/report-scaled.png\" alt=\"\" class=\"wp-image-2450\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9009\u62e9deepanalyze\">\u00bfPor qu\u00e9 elegir DeepAnalyze?<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>caracterizaci\u00f3n<\/th><th>DeepAnalyze<\/th><th>Herramientas tradicionales<\/th><th>API de c\u00f3digo cerrado<\/th><\/tr><\/thead><tbody><tr><td><strong>autonom\u00eda<\/strong><\/td><td>\u2705 Coreograf\u00eda aut\u00f3noma de todo el proceso.<\/td><td>\u274c Se requiere orientaci\u00f3n manual<\/td><td>\u26a0\ufe0f Autonom\u00eda limitada<\/td><\/tr><tr><td><strong>Soporte de formatos de datos<\/strong><\/td><td>\u2705 M\u00faltiples formatos<\/td><td>\u26a0\ufe0f Asistencia limitada<\/td><td>\u2705 Soporte<\/td><\/tr><tr><td><strong>ampliar los propios recursos financieros<\/strong><\/td><td>C\u00f3digo totalmente abierto<\/td><td>\u2705<\/td><td>\u274c<\/td><\/tr><tr><td><strong>costes (fabricaci\u00f3n, producci\u00f3n, etc.)<\/strong><\/td><td>\u2705 Despliegue \u00fanico<\/td><td>\u2705<\/td><td>\u274c Tarifas elevadas<\/td><\/tr><tr><td><strong>personalizaci\u00f3n<\/strong><\/td><td>\u2705 Totalmente personalizable<\/td><td>\u26a0\ufe0f Limitada<\/td><td>\u274c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u62e5\u62b1\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u65b0\u65f6\u4ee3\">La nueva era de la ciencia de datos aut\u00f3noma<\/h2>\n\n\n\n<p>DeepAnalyze representa una nueva direcci\u00f3n en la ciencia de datos.<strong>Del flujo de trabajo a la autonom\u00eda de la IA<\/strong>. No es s\u00f3lo una herramienta, es tu<strong>Equipo de ciencia de datos en l\u00ednea 24 horas<\/strong>capaz de comprender las necesidades de su empresa y de asumir tareas complejas de an\u00e1lisis de datos.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83c\udf1f <strong>acci\u00f3n inmediata<\/strong>: Acceso <a href=\"https:\/\/github.com\/ruc-datalab\/DeepAnalyze\">Repositorio GitHub<\/a> Consigue el c\u00f3digo completo y los tutoriales y comienza hoy mismo tu viaje hacia el an\u00e1lisis aut\u00f3nomo de datos.<\/p>\n<\/blockquote>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">Para m\u00e1s productos, visite<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">M\u00e1s informaci\u00f3n en<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/es\/\" data-linktype=\"2\">ShirtAI - Inteligencia penetrante<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/es\/archives\/4425\/\" data-linktype=\"2\">El Gran Modelo AIGC: el comienzo de una era de doble revoluci\u00f3n en ingenier\u00eda y ciencia - Inteligencia Penetrante<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/es\/\" data-linktype=\"2\">Restauraci\u00f3n 1:1 de Claude y GPT Sitio web oficial - AI Cloud Native<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Live Match App Global HD Sports Viewing Player (Recomendada) - Blueshirt Technology<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Servicio de tr\u00e1nsito basado en la API oficial - GPTMeta API<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Ayuda, \u00bfalguien de ustedes puede proporcionar algunos consejos sobre c\u00f3mo hacer preguntas en GPT? - Conocimientos<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Tienda digital global de bienes virtuales - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">\u00bfQu\u00e9 tan poderoso es Claude airtfacts caracter\u00edstica que GPT al instante no huele bien? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>DeepAnalyze\u662f\u7531\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4e0e\u6e05\u534e\u5927\u5b66\u56e2\u961f\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u4ee3\u7406\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u9996\u4e2a\u9762\u5411\u81ea\u4e3b\u6570\u636e\u79d1\u5b66\u7684\u7aef\u5230\u7aef\u89e3\u51b3\u65b9\u6848\u3002\u5176\u6838\u5fc3\u80fd\u529b\u5305\u62ec\u81ea\u52a8\u5b8c\u6210\u6570\u636e\u51c6\u5907\u3001\u5206\u6790\u3001\u5efa\u6a21\u3001\u53ef\u89c6\u5316\u53ca\u62a5\u544a\u751f\u6210\u5168\u6d41\u7a0b\uff0c\u652f\u6301CSV\u3001Excel\u7b49\u591a\u683c\u5f0f\u6570\u636e\u6e90\uff0c\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002DeepAnalyze-8B\uff088B\u53c2\u6570\uff09\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u8d85\u8d8aGPT-4o-mini\u7b49\u5546\u4e1a\u6a21\u578b\uff0c\u4e14\u6a21\u578b\u6743\u91cd\u3001\u4ee3\u7801\u4e0e\u8bad\u7ec3\u6570\u636e\u5b8c\u5168\u5f00\u6e90\uff0c\u53ef\u90e8\u7f72\u4e3a\u4e13\u5c5e\u6570\u636e\u79d1\u5b66\u52a9\u624b\u3002<\/p>","protected":false},"author":1,"featured_media":6509,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","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":"","ast-breadcrumbs-content":"","ast-featured-img":"","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":"default","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 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