Introducción a Watson Knowledge Studio

Clase 10 de 25 • Curso de Inteligencia Artificial con IBM Watson

Jimmy Buriticá Londoño

student•

Knowledge Studio permite enseñar a Watson el lenguaje de su dominio con modelos de aprendizaje automático personalizados que identifican entidades y relaciones exclusivas de su sector en texto no estructurado.

William Condori

student•

Gracias por el aporte😁

Nicolas Enrique Duque Aguirre

student•

Hay pequeños cambios a hoy 18/07/20, las preanotations ya no cuentan con esas opciones manuales, y para las anotaciones ya no se da click en open sino en el propio nombre del archivo, ademas al dar guardar no se vuelve al set, sino que se queda dentro del documento al menos para mi.

Ana Luisa Tapia Ramos

student•

Tendrás imagen de como hacer esta parte ?

Edwin Jorge Arroyo

student•

Knowledge Studio es un servicio de inteligencia artificial que ofrece IBM Watson para crear modelos de machine learning que entiendan las distintas matices, significados, y relaciones específicas de la industria en la cual planeamos crear un modelo basado en reglas que encuentren entidades in documentos con base a las reglas que le planteemos. Knowledge permite crear un modelo de machine learning o reglas personalizadas para nuestro Natrual Language Understanding (NLU) y/o Discovery.

Usuario anónimo

user•

En pre-anotaciones ya no están las pestañas Dictionaries ni Natural Language Understanding

Mario Alberto Vásquez Arias

student•

Estas clases están muy bien explicadas!

Guillermo Parejo

student•

Excelente Clase

Juan Guillermo Castrillón Serna

student•

buen día al intentar entrar al knowledge studio me saca este mensaje en el navegador: "Authorize Redirect ratelimit" alguien sabe q puedo hacer?

Isaac Carrada

teacher•

Hola!

A veces surgen problemas con el Oauth 2. Generalmente funciona con que borres tus cookies relacionadas con IBM Cloud o utilices una ventana "incognito"

Saludos y feliz aprendizaje!

cualquier otra duda dejala en los comentarios o si prefieres con mucho gusto me puedes contactar en mis redes: @elbuenizzy

Sergio Rubiano

student•

Me esta pasando lo mismo, cambie de navegador, borre las cookies y a un aparece "Authorize Redirect ratelimit"

Matias Jesus Ruiz Ruiz

student•

Hola, el archivo json no esta en los archivos del curso. saludos

JuanFe Peralta

Team Platzi•

¡Hola! Muchas gracias por comentarnos esto, ya lo reporté para que el archivo esté en la clase lo más pronto posible, y puedas continuar con tus clases. :D

Edwin Jorge Arroyo

student•

Vengo del futuro.

Gracias por reportarlo jeje

Osvaldo Trejo

student•

Que buena explicación!

Edgar Alejandro España Amaya

student•

Muy buena explicación de parte de Isaac. Excelente.

Juan Valentin Perdomo Bonilla

student•

Podria haber una actualizacion del curso ,o no es relevante las pre-annotation

JOHN GERMAN GARCIA GONZALEZ

student•

Uno debe seleccionar en el texto la informacion que se va tomar?? eso no lo debería hacer la aplicación ??

Hugo Montoya Diaz

student•

Mitchel Salazar

student•

Wow

Jhon Jaiver Supelano Rojas

student•

completada las anotaciones

Jaziel Flores

student•

Vamo a embellecerlo

{
  &quot;entityTypes&quot;: [
    {
      &quot;id&quot;: &quot;c0219737-4254-4a6d-a48d-6e76eb0c5ce6&quot;,
      &quot;label&quot;: &quot;Nombre&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;c0219737-4254-4a6d-a48d-6e76eb0c5ce6&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569310734,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;f010d990-478a-456b-9e16-b695c4946355&quot;,
      &quot;label&quot;: &quot;Dia_de_nacimiento&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;f010d990-478a-456b-9e16-b695c4946355&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569300038,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;b5b28a54-3877-4f43-9315-b8bb92c7af9a&quot;,
      &quot;label&quot;: &quot;Direccion&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;b5b28a54-3877-4f43-9315-b8bb92c7af9a&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569285059,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;571930ad-c8ba-454d-a268-b90d3a98b57b&quot;,
      &quot;label&quot;: &quot;Mail&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;571930ad-c8ba-454d-a268-b90d3a98b57b&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569270002,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;3f713657-8bb6-4906-a598-ea45ffd3bb71&quot;,
      &quot;label&quot;: &quot;Hotel&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;3f713657-8bb6-4906-a598-ea45ffd3bb71&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569235559,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;6b1f11be-7eac-44b6-9e75-a06c566ececd&quot;,
      &quot;label&quot;: &quot;ID_numero&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;6b1f11be-7eac-44b6-9e75-a06c566ececd&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569225639,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;c8c2ffa5-b332-4954-9a3b-fa7d09145e08&quot;,
      &quot;label&quot;: &quot;Dia_de_ingreso&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;c8c2ffa5-b332-4954-9a3b-fa7d09145e08&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569210580,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;49a777b6-2b71-4c79-8bf1-51d6e358fd5a&quot;,
      &quot;label&quot;: &quot;No_telefono&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;49a777b6-2b71-4c79-8bf1-51d6e358fd5a&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569188307,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    }
  ],
  &quot;relationshipTypes&quot;: [],
  &quot;sireInfo&quot;: {
    &quot;entityProp&quot;: {
      &quot;mentionType&quot;: [
        {
          &quot;color&quot;: &quot;white&quot;,
          &quot;hotkey&quot;: &quot;1&quot;,
          &quot;backGroundColor&quot;: &quot;#AA00FF&quot;,
          &quot;name&quot;: &quot;NAM&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;2&quot;,
          &quot;backGroundColor&quot;: &quot;#00FF7F&quot;,
          &quot;name&quot;: &quot;NOM&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;3&quot;,
          &quot;backGroundColor&quot;: &quot;#AAFFFF&quot;,
          &quot;name&quot;: &quot;PRO&quot;
        },
        {
          &quot;color&quot;: &quot;white&quot;,
          &quot;hotkey&quot;: &quot;4&quot;,
          &quot;backGroundColor&quot;: &quot;gray&quot;,
          &quot;name&quot;: &quot;NONE&quot;
        }
      ],
      &quot;subtypes&quot;: null,
      &quot;roles&quot;: null,
      &quot;clazz&quot;: [
        {
          &quot;color&quot;: &quot;#A5A5A5&quot;,
          &quot;hotkey&quot;: &quot;3&quot;,
          &quot;backGroundColor&quot;: &quot;white&quot;,
          &quot;name&quot;: &quot;SPC&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;2&quot;,
          &quot;backGroundColor&quot;: &quot;#00FF7F&quot;,
          &quot;name&quot;: &quot;NEG&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;1&quot;,
          &quot;backGroundColor&quot;: &quot;#AAFFFF&quot;,
          &quot;name&quot;: &quot;GEN&quot;
        }
      ],
      &quot;color&quot;: null,
      &quot;hotkey&quot;: null,
      &quot;backGroundColor&quot;: null,
      &quot;active&quot;: true,
      &quot;roleOnly&quot;: false
    },
    &quot;relationProp&quot;: null
  },
  &quot;functionalEntityTypes&quot;: [
    {
      &quot;id&quot;: &quot;CATCH_ALL_ENTITY_ID&quot;,
      &quot;label&quot;: &quot;*&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: null,
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569138593,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    }
  ],
  &quot;pid&quot;: &quot;700d1a00-1b4d-11ea-8afa-8365c61bc0e2&quot;,
  &quot;modified_date&quot;: 1575984707885,
  &quot;kgimported&quot;: false
}

Kevin Naranjo

student•

una gran herramienta

Usuario anónimo

user•

Mucho por explorar.

Nestor Antonio Pineda Otero

student•

Me parece una forma muy fácil de hacer las cosas.

Usuario anónimo

user•

En el apartado de Machine Learning Model en la pestaña de Pre-annotations ya no esta esa pestaña que muestra el profe, aparecen otras cosas y con un orden. Al parecer se automatiza con la información que ya tenemos.

{
  &quot;entityTypes&quot;: [
    {
      &quot;id&quot;: &quot;c0219737-4254-4a6d-a48d-6e76eb0c5ce6&quot;,
      &quot;label&quot;: &quot;Nombre&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;c0219737-4254-4a6d-a48d-6e76eb0c5ce6&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569310734,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;f010d990-478a-456b-9e16-b695c4946355&quot;,
      &quot;label&quot;: &quot;Dia_de_nacimiento&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;f010d990-478a-456b-9e16-b695c4946355&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569300038,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;b5b28a54-3877-4f43-9315-b8bb92c7af9a&quot;,
      &quot;label&quot;: &quot;Direccion&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;b5b28a54-3877-4f43-9315-b8bb92c7af9a&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569285059,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;571930ad-c8ba-454d-a268-b90d3a98b57b&quot;,
      &quot;label&quot;: &quot;Mail&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;571930ad-c8ba-454d-a268-b90d3a98b57b&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569270002,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;3f713657-8bb6-4906-a598-ea45ffd3bb71&quot;,
      &quot;label&quot;: &quot;Hotel&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;3f713657-8bb6-4906-a598-ea45ffd3bb71&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569235559,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;6b1f11be-7eac-44b6-9e75-a06c566ececd&quot;,
      &quot;label&quot;: &quot;ID_numero&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;6b1f11be-7eac-44b6-9e75-a06c566ececd&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569225639,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;c8c2ffa5-b332-4954-9a3b-fa7d09145e08&quot;,
      &quot;label&quot;: &quot;Dia_de_ingreso&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;c8c2ffa5-b332-4954-9a3b-fa7d09145e08&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569210580,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    },
    {
      &quot;id&quot;: &quot;49a777b6-2b71-4c79-8bf1-51d6e358fd5a&quot;,
      &quot;label&quot;: &quot;No_telefono&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: [
          &quot;49a777b6-2b71-4c79-8bf1-51d6e358fd5a&quot;
        ],
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569188307,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    }
  ],
  &quot;relationshipTypes&quot;: [],
  &quot;sireInfo&quot;: {
    &quot;entityProp&quot;: {
      &quot;mentionType&quot;: [
        {
          &quot;color&quot;: &quot;white&quot;,
          &quot;hotkey&quot;: &quot;1&quot;,
          &quot;backGroundColor&quot;: &quot;#AA00FF&quot;,
          &quot;name&quot;: &quot;NAM&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;2&quot;,
          &quot;backGroundColor&quot;: &quot;#00FF7F&quot;,
          &quot;name&quot;: &quot;NOM&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;3&quot;,
          &quot;backGroundColor&quot;: &quot;#AAFFFF&quot;,
          &quot;name&quot;: &quot;PRO&quot;
        },
        {
          &quot;color&quot;: &quot;white&quot;,
          &quot;hotkey&quot;: &quot;4&quot;,
          &quot;backGroundColor&quot;: &quot;gray&quot;,
          &quot;name&quot;: &quot;NONE&quot;
        }
      ],
      &quot;subtypes&quot;: null,
      &quot;roles&quot;: null,
      &quot;clazz&quot;: [
        {
          &quot;color&quot;: &quot;#A5A5A5&quot;,
          &quot;hotkey&quot;: &quot;3&quot;,
          &quot;backGroundColor&quot;: &quot;white&quot;,
          &quot;name&quot;: &quot;SPC&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;2&quot;,
          &quot;backGroundColor&quot;: &quot;#00FF7F&quot;,
          &quot;name&quot;: &quot;NEG&quot;
        },
        {
          &quot;color&quot;: &quot;black&quot;,
          &quot;hotkey&quot;: &quot;1&quot;,
          &quot;backGroundColor&quot;: &quot;#AAFFFF&quot;,
          &quot;name&quot;: &quot;GEN&quot;
        }
      ],
      &quot;color&quot;: null,
      &quot;hotkey&quot;: null,
      &quot;backGroundColor&quot;: null,
      &quot;active&quot;: true,
      &quot;roleOnly&quot;: false
    },
    &quot;relationProp&quot;: null
  },
  &quot;functionalEntityTypes&quot;: [
    {
      &quot;id&quot;: &quot;CATCH_ALL_ENTITY_ID&quot;,
      &quot;label&quot;: &quot;*&quot;,
      &quot;sireProp&quot;: {
        &quot;mentionType&quot;: null,
        &quot;subtypes&quot;: null,
        &quot;roles&quot;: null,
        &quot;clazz&quot;: null,
        &quot;color&quot;: null,
        &quot;hotkey&quot;: null,
        &quot;backGroundColor&quot;: null,
        &quot;active&quot;: true,
        &quot;roleOnly&quot;: false
      },
      &quot;creationDate&quot;: 1559569138593,
      &quot;source&quot;: null,
      &quot;modifiedDate&quot;: 0,
      &quot;typeType&quot;: null,
      &quot;typeClass&quot;: null,
      &quot;typeVersion&quot;: null,
      &quot;typeDesc&quot;: null,
      &quot;typeSuperType&quot;: null,
      &quot;typeSuperTypeId&quot;: null,
      &quot;typeCreateDate&quot;: null,
      &quot;typeUpdateDate&quot;: null,
      &quot;typeProvenance&quot;: null,
      &quot;alchemyAPITypes&quot;: null,
      &quot;nluAPITypes&quot;: null
    }
  ],
  &quot;pid&quot;: &quot;700d1a00-1b4d-11ea-8afa-8365c61bc0e2&quot;,
  &quot;modified_date&quot;: 1575984707885,
  &quot;kgimported&quot;: false
}

Introducción a Watson Knowledge Studio

Aprende a usar Manejo de Lenguaje Natural con Watson

Bases para el curso

Introducción de Watson

Configuración del entorno de trabajo

Instalar cURL en Windows

Arquitectura REST

Aprende el manejo del lenguaje natural con Watson

Uso de Watson Personality Insights via CURL

Uso de Watson Personality Insights via SDK

Watson Natural Language Classifier

Watson Natural Language Understanding

Discovery

Introducción a Watson Knowledge Studio

Entrenamiento de Watson Knowledge Studio

Introducción a Watson Assistant

Implementación de Watson Assistant

Funciones en Javascript

Watson Speech to Text

Watson Text to Speech

Watson Voice Agent

Watson Studio: Ciencia de Datos y Más

Introducción a Machine Learning y Watson Studio

Entrenamiento de modelo en Watson Studio

Entrenamiento de clusterización en Watson Studio

Reconocimiento Visual

Integración

Functions + Cloudant

Exposición de funciones a través de una API

Proyecto final

Conclusiones