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Nestor Nicolas Campos Rojas

En este proyecto de 1 hora, aprenderás a desarrollar un modelo de entendimiento de lenguaje con Azure LUIS para desarrollar tus propios bots que entiendan las preguntas que sean formuladas por los usuarios.

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What's inside

Syllabus

Diseñando un bot con Azure LUIS
Al final de este proyecto, tú entenderás y aplicarás el servicio Azure LUIS para desarrollar el motor de entendimiento para tus chatbots.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Prepara para desarrollar bots de lenguaje naturales con comprensión del lenguaje natural
Provee un proyecto de 1 hora para una experiencia práctica
Destinado a estudiantes interesados en el desarrollo de bots con entendimiento del lenguaje natural

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Reviews summary

Highly recommended course

This course is very highly rated by current and past students. Students particularly value the quality of the learning material and the way information is presented.
Course is easy to understand.
"Muy interesante la formación en el mismo."
The learning material is high quality.
"El proyecto está muy bien."
"Excelente curso para aprender a trabajar con Chatbots."
Students recommend this course.
"muy buen curso recomendado"

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Diseñando un bot con Azure LUIS with these activities:
Organizar y revisar los materiales del curso
Organizar y revisar los materiales del curso permite una mejor gestión y acceso a la información.
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  • Recopilar y ordenar los materiales
  • Revisar el material para comprenderlo mejor
Tutorial: Crear un chatbot básico con Azure LUIS
Siguiendo un tutorial paso a paso, crearás un chatbot básico utilizando Azure LUIS, reforzando los conceptos aprendidos.
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  • Familiarízate con el tutorial
  • Sigue las instrucciones para crear un chatbot con LUIS
  • Prueba el chatbot y verifica su funcionalidad
Documentación técnica: Manual de usuario para un chatbot LUIS
Crear un manual de usuario que documente el uso de un chatbot LUIS, reforzando tu comprensión.
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  • Define el alcance y la estructura del manual
  • Redacta las instrucciones paso a paso
  • Revisa y edita el manual
Four other activities
Expand to see all activities and additional details
Show all seven activities
Práctica: Diseñar intenciones y entidades para LUIS
A través de ejercicios prácticos, diseñarás intenciones y entidades para tu chatbot, solidificando tu comprensión.
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Show steps
  • Crea intenciones para diferentes tipos de preguntas
  • Define entidades para capturar datos específicos
  • Prueba las intenciones y entidades creadas
Artículo: Mejores prácticas para diseñar chatbots con Azure LUIS
Escribir un artículo que resuma las mejores prácticas para diseñar chatbots con Azure LUIS, consolidando tu aprendizaje.
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Show steps
  • Investiga y recopila información sobre mejores prácticas
  • Redacta el artículo, destacando puntos clave
  • Revisa y edita el artículo
Workshop de Azure LUIS para chatbots avanzados
Participar en un workshop dirigido por expertos para explorar técnicas avanzadas de Azure LUIS, enriqueciendo tu comprensión.
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Show steps
  • Asiste al workshop y toma notas
  • Practica los conceptos aprendidos
  • Conecta con otros asistentes para compartir conocimientos
Proyecto: Desarrollar un chatbot para un escenario específico
Aplicando los conocimientos adquiridos, desarrollarás un chatbot personalizado para un escenario específico, ampliando tus habilidades.
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Show steps
  • Define el escenario y los requisitos del chatbot
  • Diseña y crea el chatbot utilizando LUIS
  • Integra el chatbot en una plataforma o aplicación
  • Evalúa y mejora el chatbot

Career center

Learners who complete Diseñando un bot con Azure LUIS will develop knowledge and skills that may be useful to these careers:
Natural Language Processing Engineer
Natural Language Processing Engineers develop and maintain the algorithms that allow chatbots to understand and respond to user queries. They use their knowledge of natural language processing and machine learning to create chatbots that can accurately interpret user intent and provide relevant responses. This course can help you develop the skills you need to become a Natural Language Processing Engineer by teaching you how to design and develop chatbots using Azure LUIS.
Conversation Designer
Conversation Designers create and manage the conversations that users have with chatbots. They use their knowledge of human-computer interaction and natural language processing to create chatbots that are engaging and informative. This course can help you develop the skills you need to become a Conversation Designer by teaching you how to design and develop chatbots using Azure LUIS.
Chatbot Developer
Chatbot Developers build and maintain chatbots, which are computer programs that simulate human conversation through text or voice. They use their knowledge of natural language processing and machine learning to create chatbots that can understand and respond to user queries. This course can help you develop the skills you need to become a Chatbot Developer by teaching you how to design and develop chatbots using Azure LUIS.
Machine Learning Engineer
Machine Learning Engineers develop and maintain the machine learning models that allow chatbots to learn from data and improve their performance over time. They use their knowledge of machine learning and data science to create chatbots that can accurately predict user intent and provide relevant responses. This course can help you develop the skills you need to become a Machine Learning Engineer by teaching you how to design and develop chatbots using Azure LUIS.
Data Scientist
Data Scientists use data to solve business problems. They use their knowledge of data science and machine learning to analyze data and extract insights that can be used to improve decision-making. This course can help you develop the skills you need to become a Data Scientist by teaching you how to design and develop chatbots using Azure LUIS.
Software Engineer
Software Engineers design, develop, and maintain software applications. They use their knowledge of computer science and software engineering to create software that meets the needs of users. This course can help you develop the skills you need to become a Software Engineer by teaching you how to design and develop chatbots using Azure LUIS.
Product Manager
Product Managers oversee the development and launch of new products. They use their knowledge of market research and product development to create products that meet the needs of users. This course can help you develop the skills you need to become a Product Manager by teaching you how to design and develop chatbots using Azure LUIS.
User Experience Designer
User Experience Designers create and evaluate the user experience for software products. They use their knowledge of human-computer interaction and user experience design to create software that is easy to use and enjoyable. This course can help you develop the skills you need to become a User Experience Designer by teaching you how to design and develop chatbots using Azure LUIS.
Business Analyst
Business Analysts analyze business processes and identify opportunities for improvement. They use their knowledge of business analysis and process improvement to create solutions that meet the needs of businesses. This course can help you develop the skills you need to become a Business Analyst by teaching you how to design and develop chatbots using Azure LUIS.
Technical Writer
Technical Writers create and maintain technical documentation. They use their knowledge of technical writing and documentation to create documents that are clear and informative. This course can help you develop the skills you need to become a Technical Writer by teaching you how to design and develop chatbots using Azure LUIS.
Instructional Designer
Instructional Designers create and develop educational materials. They use their knowledge of instructional design and learning theory to create materials that are effective and engaging. This course can help you develop the skills you need to become an Instructional Designer by teaching you how to design and develop chatbots using Azure LUIS.
Customer Success Manager
Customer Success Managers help customers achieve success with their products or services. They use their knowledge of customer service and relationship management to build relationships with customers and ensure their satisfaction. This course can help you develop the skills you need to become a Customer Success Manager by teaching you how to design and develop chatbots using Azure LUIS.
Salesforce Administrator
Salesforce Administrators maintain and manage Salesforce software. They use their knowledge of Salesforce and administration to ensure that the software is running smoothly and efficiently. This course can help you develop the skills you need to become a Salesforce Administrator by teaching you how to design and develop chatbots using Azure LUIS.
Marketing Manager
Marketing Managers plan and execute marketing campaigns. They use their knowledge of marketing and advertising to create campaigns that reach and engage target audiences. This course can help you develop the skills you need to become a Marketing Manager by teaching you how to design and develop chatbots using Azure LUIS.
Project Manager
Project Managers plan and execute projects. They use their knowledge of project management and leadership to ensure that projects are completed on time, within budget, and to the required quality. This course can help you develop the skills you need to become a Project Manager by teaching you how to design and develop chatbots using Azure LUIS.

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Diseñando un bot con Azure LUIS.
Este libro se centra en el uso de Microsoft Bot Framework para crear chatbots conversacionales. Proporciona una guía paso a paso sobre cómo diseñar, desarrollar e implementar bots utilizando esta plataforma, que es complementaria a Azure Bot Service.
Este libro proporciona una base sólida en el procesamiento del lenguaje natural utilizando Python. Cubre técnicas y algoritmos esenciales que son valiosos para desarrollar bots conversacionales, como el análisis de texto, la extracción de información y la generación de lenguaje natural.
Este libro se centra en el diseño de interfaces conversacionales, lo que es esencial para crear bots conversacionales efectivos. Explora principios de diseño, patrones de interacción y mejores prácticas para mejorar la experiencia del usuario.
Este libro ofrece una introducción completa al aprendizaje profundo para el procesamiento del lenguaje natural. Explora técnicas avanzadas que pueden mejorar el rendimiento de los bots conversacionales, como el aprendizaje por transferencia y la incrustación de palabras.
Este libro proporciona una base integral en el procesamiento del habla y el lenguaje. Cubre temas fundamentales como el reconocimiento de voz, la síntesis de voz y el procesamiento del lenguaje natural, que son relevantes para el desarrollo de bots conversacionales.
Este libro ofrece una introducción accesible a la inteligencia artificial, que proporciona una comprensión general de los conceptos y técnicas que impulsan a los bots conversacionales. Cubre temas como el aprendizaje automático, el procesamiento del lenguaje natural y la visión artificial.

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