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Leire Ahedo
Este proyecto es un curso completo y aplicado para aprender a generar un ChatBot con Azure desde cero. Aprenderás a configurar una base de conocimiento con QnA Maker y después a integrarlo en un servicio de chatbot de inteligencia artificial (AI) de Microsoft.
Gracias a ello, aprenderás a generar un chatbot que podrás integrar en tu web o en cualquier otro canal de mensajería para que de soporte por ti.
Register for this course and see more details by visiting:
OpenCourser.com/course/i2ka3x/creacion
What's inside
Syllabus
Creación de un Chatbot con Azure
En este curso se aprenderá a crear desde cero una base de conocimientos con QnA Maker y a integrarlo en un Bot de Azure
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Desarrolla habilidades prácticas para crear Chatbots, lo que es esencial para el desarrollo web moderno
Enseña el uso de servicios de chatbot de inteligencia artificial (AI) de Microsoft, que están a la vanguardia de la tecnología
Se centra en las aplicaciones prácticas de la creación de Chatbots, lo que brinda a los estudiantes experiencia práctica.
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Reviews summary
Azure chatbot creation
This course teaches the basics of building and deploying a chatbot using Azure. It covers creating a knowledge base with QnA Maker and integrating it into an Azure AI chatbot service. Reviews of this course note that it could be more up-to-date, as QnA Maker is no longer supported.
Course content could be more current.
"Debería actualizarse, ya que actualmente ya no es posible el uso de QnA Maker ..."
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 Creación de un Chatbot con Azure with these
activities:
Review basics of natural language processing
Show steps
Recalling the fundamentals of natural language processing will provide a solid foundation for understanding how chatbots interact with human language.
Browse courses on
Natural Language Processing
Show steps
-
Review the lecture on natural language processing concepts.
-
Read the assigned chapter on NLP techniques.
Explore Azure's documentation on Bot Framework
Show steps
Exploring the official documentation will provide you with additional insights and resources to complement the course material.
Browse courses on
Azure Bot Framework
Show steps
-
Visit the Microsoft Azure Bot Framework documentation website.
-
Review the getting started guide and tutorials.
-
Explore the reference documentation for specific features.
Form a study group with classmates
Show steps
Collaborating with peers will foster deeper understanding, provide different perspectives, and enhance your overall learning experience.
Show steps
-
Reach out to classmates and form a study group of 3-5 people.
-
Establish regular meeting times and a study plan.
-
Take turns presenting the course material and leading discussions.
Show all three activities
Review basics of natural language processing
Show steps
Recalling the fundamentals of natural language processing will provide a solid foundation for understanding how chatbots interact with human language.
Browse courses on
Natural Language Processing
Show steps
Show steps
Show steps
- Review the lecture on natural language processing concepts.
- Read the assigned chapter on NLP techniques.
Explore Azure's documentation on Bot Framework
Show steps
Exploring the official documentation will provide you with additional insights and resources to complement the course material.
Browse courses on
Azure Bot Framework
Show steps
Show steps
Show steps
- Visit the Microsoft Azure Bot Framework documentation website.
- Review the getting started guide and tutorials.
- Explore the reference documentation for specific features.
Form a study group with classmates
Show steps
Collaborating with peers will foster deeper understanding, provide different perspectives, and enhance your overall learning experience.
Show steps
Show steps
Show steps
- Reach out to classmates and form a study group of 3-5 people.
- Establish regular meeting times and a study plan.
- Take turns presenting the course material and leading discussions.
Show all three activities
Career center
Learners who complete Creación de un Chatbot con Azure will develop knowledge and skills
that may be useful to these careers:
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers create and implement algorithms that allow computers to learn from data without explicit programming. Create A Chatbot With Azure helps learners create a base of knowledge with QnA Maker and integrate it into an AI chatbot, offering valuable foundational learning experiences for Machine Learning Engineers. QnA Maker is a managed question-answering service that combines machine learning with natural language processing to enable computers to answer questions in a human-like manner, making it a critical tool for Machine Learning Engineers. Taking Create A Chatbot With Azure may significantly increase an aspiring Machine Learning Engineer's skillset.
Data Scientist
Data Scientist
Data Scientists analyze data to extract meaningful insights that drive informed decision-making. Create A Chatbot With Azure provides foundational learning experiences for aspiring Data Scientists. The course teaches learners to create a knowledge base with QnA Maker, a tool that combines machine learning and natural language processing to answer questions in a human-like manner. By understanding how to use QnA Maker, Data Scientists can build better data-driven models and improve the accuracy of their insights.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. Create A Chatbot With Azure may be useful for Software Engineers interested in developing chatbots or integrating AI into their software applications. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Software Engineers create more engaging and user-friendly software applications.
Cloud Engineer
Cloud Engineer
Cloud Engineers design, build, and manage cloud-based infrastructure and applications. Create A Chatbot With Azure may be useful for Cloud Engineers interested in developing chatbots or integrating AI into their cloud-based applications. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Cloud Engineers create more innovative and scalable cloud-based applications.
Front-End Developer
Front-End Developer
Front-End Developers design and implement the user interface of websites and applications. Create A Chatbot With Azure may be useful for Front-End Developers interested in adding chatbots to their web or mobile applications. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Front-End Developers create more interactive and user-friendly applications.
Back-End Developer
Back-End Developer
Back-End Developers design and implement the server-side logic of websites and applications. Create A Chatbot With Azure may be useful for Back-End Developers interested in adding chatbots to their web or mobile applications. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Back-End Developers create more scalable and efficient applications.
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and insights. Create A Chatbot With Azure may be useful for Data Analysts interested in using chatbots to automate data collection and analysis tasks. The course teaches learners to create a knowledge base with QnA Maker, a tool that combines machine learning and natural language processing to answer questions in a human-like manner. By understanding how to use QnA Maker, Data Analysts can streamline their data collection and analysis processes.
Product Manager
Product Manager
Product Managers design and manage the development of products. Create A Chatbot With Azure may be useful for Product Managers interested in adding chatbots to their products or improving the user experience of their products. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Product Managers create more engaging and user-friendly products.
UX Designer
UX Designer
UX Designers design the user experience of websites and applications. Create A Chatbot With Azure may be useful for UX Designers interested in adding chatbots to their websites or applications. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help UX Designers create more user-friendly and engaging experiences.
QA Tester
QA Tester
QA Testers test software to ensure that it meets the requirements and specifications. Create A Chatbot With Azure may be useful for QA Testers interested in using chatbots to automate testing tasks or improve the efficiency of their testing processes. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help QA Testers create more effective and efficient testing processes.
Business Analyst
Business Analyst
Business Analysts analyze business needs and processes to identify opportunities for improvement. Create A Chatbot With Azure may be useful for Business Analysts interested in using chatbots to automate business processes or improve customer service. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Business Analysts create more efficient and effective business processes.
Technical Writer
Technical Writer
Technical Writers create and maintain documentation for software and other technical products. Create A Chatbot With Azure may be useful for Technical Writers interested in learning how to create chatbots that can help users with technical support or product documentation. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Technical Writers create more helpful and accessible documentation.
IT Support Specialist
IT Support Specialist
IT Support Specialists provide technical support to users of computers and other electronic devices. Create A Chatbot With Azure may be useful for IT Support Specialists interested in using chatbots to automate support tasks or improve the efficiency of their support processes. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help IT Support Specialists provide more timely and effective support to users.
Project Manager
Project Manager
Project Managers plan, execute, and close projects. Create A Chatbot With Azure may be useful for Project Managers interested in using chatbots to automate project management tasks or improve the efficiency of their project management processes. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Project Managers create more effective and efficient project management processes.
Marketing Manager
Marketing Manager
Marketing Managers plan and execute marketing campaigns to promote products and services. Create A Chatbot With Azure may be useful for Marketing Managers interested in using chatbots to automate marketing tasks or improve the efficiency of their marketing campaigns. The course teaches learners to create a knowledge base with QnA Maker and integrate it into an AI chatbot. This knowledge can help Marketing Managers create more effective and efficient marketing campaigns.
For more career information including salaries, visit:
OpenCourser.com/course/i2ka3x/creacion
Reading list
We've selected 11 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
Creación de un Chatbot con Azure.
Este libro proporciona una introducción completa al procesamiento del lenguaje natural (PNL), que es esencial para el desarrollo de chatbots. Cubre temas como el análisis sintáctico, el análisis semántico y la generación del lenguaje natural.
Este libro proporciona una introducción accesible al aprendizaje automático, que es un componente clave de los chatbots inteligentes. Cubre temas como la regresión, la clasificación y el agrupamiento.
Provides a comprehensive overview of Python for data analysis. It covers everything from data wrangling to data visualization. It valuable resource for anyone who wants to learn more about data analysis with Python.
Provides a gentle introduction to machine learning. It covers topics such as supervised learning, unsupervised learning, and model evaluation.
Provides a comprehensive overview of deep learning techniques. It covers topics such as convolutional neural networks, recurrent neural networks, and generative adversarial networks.
Provides a comprehensive overview of reinforcement learning techniques. It covers topics such as Markov decision processes, value functions, and policy optimization.
Provides a comprehensive overview of machine learning techniques. It covers topics such as supervised learning, unsupervised learning, and model evaluation.
Provides a comprehensive overview of Bayesian reasoning and machine learning techniques. It covers topics such as probability theory, Bayesian statistics, and machine learning.
Provides a comprehensive overview of pattern recognition and machine learning techniques. It covers topics such as supervised learning, unsupervised learning, and Bayesian methods.
Provides a comprehensive overview of probabilistic graphical models. It covers topics such as Bayesian networks, Markov random fields, and Kalman filters.
Provides a comprehensive overview of information theory, inference, and learning algorithms. It covers topics such as probability theory, Bayesian statistics, and machine learning.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/i2ka3x/creacion
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Effort
2 horas
Level
Introductory
Via
Coursera
Institution
Coursera Project Network
Instructor
Leire Ahedo
Language
Español
Good to know
Desarrolla habilidades prácticas para crear Chatbots, lo que es esencial para el desarrollo web moderno
Enseña el uso de servicios de chatbot de inteligencia artificial (AI) de Microsoft, que están a la vanguardia de la tecnología
Se centra en las aplicaciones prácticas de la creación de Chatbots, lo que brinda a los estudiantes experiencia práctica.
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