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Creación de aplicaciones de IA con las API de Watson

Antonio Cangiano and Tanmay Bakshi
Este curso te enseñará cómo crear chatbots útiles sin la necesidad de escribir ningún código. Aprovechando las capacidades de procesamiento de lenguaje natural de IBM Watson, aprenderá a planificar, implementar, probar e implementar chatbots que deleitan a...
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Este curso te enseñará cómo crear chatbots útiles sin la necesidad de escribir ningún código. Aprovechando las capacidades de procesamiento de lenguaje natural de IBM Watson, aprenderá a planificar, implementar, probar e implementar chatbots que deleitan a sus usuarios, en lugar de frustrarlos. Fiel a nuestra promesa de no requerir ningún código, aprenderá a crear visualmente chatbots con Watson Assistant (anteriormente Watson Conversation) y cómo implementarlos en su propio sitio web a través de un práctico complemento de WordPress. ¿No tienes un sitio web? No se preocupe, se le proporcionará uno. Los chatbots son un tema candente en nuestra industria y están a punto de crecer. Todos los días se agregan nuevos trabajos que requieren esta habilidad específica, los consultores exigen tarifas premium y el interés en los chatbots está explotando rápidamente. Gartner predice que para 2020, el 85% de las interacciones de los clientes con la empresa se realizará a través de medios automatizados (es decir, chatbots y tecnologías relacionadas). Esta es su oportunidad de aprender este conjunto de habilidades altamente demandadas con una introducción suave al tema que no deja piedra sin remover. Esta es una traducción al español de un curso que se creó originalmente en inglés. Muchos de los componentes del curso se han traducido al español, incluidos títulos de lecciones, transcripciones de videos, lecturas, instrucciones de laboratorio y cuestionarios. Sin embargo, algunos componentes del curso, incluidos los videos originales y su narración, todavía están en inglés.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Provides hands-on experience creating website chatbots
Creates chatbots without the need for coding
Appropriate for beginners with no prior chatbot building knowledge
Leverages the natural language processing capabilities of IBM Watson
Offers practical WordPress integration for chatbot implementation
Introduces the fundamentals of chatbot creation and deployment

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Reviews summary

Beginner-friendly ai chatbot creation

Students praise this introductory course and find that it is a beginner-friendly way to learn chatbot creation. The course offers a no-code approach to chatbot creation using IBM Watson Assistant, making it accessible to learners of all backgrounds. Students also appreciate the practical component of the course, where they can implement chatbots on their own website through a WordPress plugin.
Hands-on experience in deploying chatbots on websites.
"aprenderá a crear visualmente chatbots con Watson Assistant ... y cómo implementarlos en su propio sitio web a través de un práctico complemento de WordPress."
Easy to learn chatbot creation without coding.
"Aprovechando las capacidades de procesamiento de lenguaje natural de IBM Watson, aprenderá a planificar, implementar, probar e implementar chatbots que deleitan a sus usuarios, en lugar de frustrarlos."
Great course for beginners in AI chatbot creation.
"excelente curso"
"Excelente curso!"

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 aplicaciones de IA con las API de Watson with these activities:
Organize course notes and resources
Encourages students to stay organized and keep track of important materials, aiding in efficient knowledge retention and retrieval.
Show steps
  • Create a dedicated folder for course materials.
  • File notes, assignments, and resources in an organized manner.
Read 'Chatbots for Beginners' by Antonio Cangiano
Provides a foundational understanding of chatbots and IBM Watson Assistant, the primary tools used in this course.
View Technical Blogging on Amazon
Show steps
  • Read Chapters 1-3 to understand the basics of chatbots and their applications.
  • Complete the exercises in Chapter 4 to practice building simple chatbots.
Watch YouTube videos on chatbot best practices
Provides insights and tips to enhance chatbot design and user experience, fostering a better understanding of best practices.
Show steps
  • Search for YouTube videos on chatbot best practices.
  • Watch videos and take notes on effective chatbot design principles.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Complete IBM Watson tutorial exercises
Provides hands-on practice with Watson Assistant, enhancing understanding of its features and functionalities.
Browse courses on Chatbot Development
Show steps
  • Follow the IBM Watson Assistant tutorial to create a chatbot.
  • Complete the exercises to gain familiarity with Watson Assistant's interface and capabilities.
Create a simple chatbot using Watson Assistant
Applies the concepts learned in the course to create a functional chatbot, reinforcing practical skills.
Browse courses on Chatbot Development
Show steps
  • Design the chatbot's flow and functionality.
  • Create the chatbot in Watson Assistant using intents, entities, and dialogs.
  • Test and refine the chatbot to ensure it meets user needs.
Volunteer at a non-profit utilizing chatbots
Provides practical experience in applying chatbot skills to real-world scenarios, fostering empathy and social responsibility.
Show steps
  • Identify non-profit organizations using chatbots.
  • Contact the organizations to inquire about volunteer opportunities.
  • Assist in chatbot maintenance, development, or user support.
Connect with professionals in the chatbot industry
Provides opportunities to learn from experienced professionals, gain insights into industry trends, and expand professional network.
Show steps
  • Attend industry events or join online communities.
  • Reach out to professionals on LinkedIn or other platforms.
  • Request informational interviews or mentorship guidance.
Participate in chatbot development competitions
Challenges students to apply their skills in a competitive environment, fostering innovation and problem-solving abilities.
Browse courses on Chatbot Development
Show steps
  • Identify relevant chatbot development competitions.
  • Form a team or work individually to develop a chatbot solution.
  • Submit the chatbot and compete for recognition or prizes.

Career center

Learners who complete Creación de aplicaciones de IA con las API de Watson will develop knowledge and skills that may be useful to these careers:
Machine Learning Engineer
Machine Learning Engineers are in high demand as businesses increasingly rely on data to make decisions. This course can help you build a strong foundation in machine learning, which is essential for success in this role. You will learn how to collect, clean, and analyze data; build and train machine learning models; and deploy models to production. If you are interested in a career in machine learning, this course is a great place to start.
Data Scientist
Data Scientists use their knowledge of statistics, machine learning, and data analysis to help businesses make better decisions. This course can help you build a strong foundation in data science, which is essential for success in this role. You will learn how to collect, clean, and analyze data; build and train machine learning models; and deploy models to production. If you are interested in a career in data science, this course is a great place to start.
Software Engineer
Software Engineers design, develop, and maintain software applications. This course can help you build a strong foundation in software engineering, which is essential for success in this role. You will learn how to write clean, efficient code; design and implement software architectures; and test and debug software applications. If you are interested in a career in software engineering, this course is a great place to start.
Web Developer
Web Developers design and develop websites and web applications. This course can help you build a strong foundation in web development, which is essential for success in this role. You will learn how to write clean, efficient code; design and implement website architectures; and test and debug web applications. If you are interested in a career in web development, this course is a great place to start.
Marketing Automation Specialist
Marketing Automation Specialists use marketing automation software to automate marketing tasks and campaigns. This course can help you build a strong foundation in marketing automation, which is essential for success in this role. You will learn how to use marketing automation software to create and manage marketing campaigns; track and measure campaign performance; and generate leads. If you are interested in a career in marketing automation, this course is a great place to start.
Business Analyst
Business Analysts help businesses understand their needs and develop solutions to improve their operations. This course can help you build a strong foundation in business analysis, which is essential for success in this role. You will learn how to gather and analyze data; develop and present recommendations; and manage projects. If you are interested in a career in business analysis, this course is a great place to start.
Data Analyst
Data Analysts use their knowledge of statistics and data analysis to help businesses make better decisions. This course can help you build a strong foundation in data analysis, which is essential for success in this role. You will learn how to collect, clean, and analyze data; and communicate your findings to stakeholders. If you are interested in a career in data analysis, this course is a great place to start.
Product Manager
Product Managers are responsible for the development and launch of new products and services. This course can help you build a strong foundation in product management, which is essential for success in this role. You will learn how to identify market opportunities; develop and manage product roadmaps; and launch and market new products and services. If you are interested in a career in product management, this course is a great place to start.
Digital Marketing Specialist
Digital Marketing Specialists use digital marketing channels to promote products and services. This course can help you build a strong foundation in digital marketing, which is essential for success in this role. You will learn how to create and manage digital marketing campaigns; track and measure campaign performance; and generate leads. If you are interested in a career in digital marketing, this course is a great place to start.
Salesforce Administrator
Salesforce Administrators manage and maintain Salesforce CRM systems. This course can help you build a strong foundation in Salesforce administration, which is essential for success in this role. You will learn how to configure Salesforce settings; create and manage users; and troubleshoot common Salesforce issues. If you are interested in a career in Salesforce administration, this course is a great place to start.
Project Manager
Project Managers plan and execute projects to achieve specific goals and objectives. This course can help you build a strong foundation in project management, which is essential for success in this role. You will learn how to define project scope; develop project plans; and manage project teams. If you are interested in a career in project management, this course is a great place to start.
Technical Support Specialist
Technical Support Specialists provide technical support to customers and users of products and services. This course can help you build a strong foundation in technical support, which is essential for success in this role. You will learn how to troubleshoot and resolve technical issues; communicate effectively with customers; and provide excellent customer service. If you are interested in a career in technical support, this course is a great place to start.
Customer Success Manager
Customer Success Managers help customers achieve their goals with a product or service. This course can help you build a strong foundation in customer success management, which is essential for success in this role. You will learn how to build relationships with customers; identify and resolve customer issues; and ensure customer satisfaction. If you are interested in a career in customer success management, this course is a great place to start.
Social Media Manager
Social Media Managers create and manage social media campaigns for businesses and organizations. This course can help you build a strong foundation in social media marketing, which is essential for success in this role. You will learn how to create and manage social media content; track and measure campaign performance; and generate leads. If you are interested in a career in social media marketing, this course is a great place to start.
Content Writer
Content Writers create and publish content for websites, blogs, and other digital platforms. This course can help you build a strong foundation in content writing, which is essential for success in this role. You will learn how to write clear, concise, and engaging content; optimize content for SEO; and promote your content on social media. If you are interested in a career in content writing, this course is a great place to start.

Reading list

We've selected eight 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 aplicaciones de IA con las API de Watson.
Provides a comprehensive overview of natural language processing (NLP) techniques. It covers a wide range of topics, from basic NLP tasks like tokenization and stemming to more advanced topics like machine learning and deep learning for NLP. It great resource for anyone who wants to learn more about NLP.
Provides practical advice on designing and developing chatbots. It would be useful as a supplement to the course, providing more hands-on guidance.
Teaches you how to use Python to automate tasks. It covers a wide range of topics, from basic programming concepts to more advanced topics like web scraping and data analysis. It great resource for anyone who wants to learn more about Python.
Teaches you how to use deep learning to solve real-world problems. It covers a wide range of topics, from basic deep learning concepts to more advanced topics like convolutional neural networks and recurrent neural networks. It great resource for anyone who wants to learn more about deep learning.
Provides a comprehensive overview of the Natural Language Toolkit (NLTK), a popular open-source NLP library for Python. It covers a wide range of topics, from basic NLP tasks like tokenization and stemming to more advanced topics like machine learning and deep learning for NLP. It great resource for anyone who wants to learn more about NLP.
Explores the potential risks and benefits of AI. It great resource for anyone who wants to learn more about the ethical implications of AI.

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