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Analizando sentimientos y entidades en textos con Azure
Nestor Nicolas Campos Rojas
Nestor Nicolas Campos Rojas
En este proyecto de 1 hora, aprenderás a desarrollar un motor de análisis de texto, sólo con Python y un servicio cognitivo de Azure
Además, entenderás qué tipo de análisis puedes hacer de manera muy sencilla y en varios idiomas.
Register for this course and see more details by visiting:
OpenCourser.com/course/9l6flv/analizando
What's inside
Syllabus
Análisis de texto en archivos con Azure cognitive search
Al final de este proyecto, tú entenderás y aplicarás algunos servicios de Azure para poder analizar documentos de texto en un motor de búsqueda para que puedas utilizarlo en tus aplicaciones
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Enseña técnicas de análisis de texto que son útiles en varias industrias
Está diseñado para quienes buscan mejorar sus habilidades de análisis de texto
Es ideal para quienes trabajan en campos relacionados con la lingüística computacional o la ciencia de datos
Requiere conocimientos previos de Python
Está diseñado para ser completado en una hora
El curso se enfoca en el análisis de texto en archivos
Save this course
Save Analizando sentimientos y entidades en textos con Azure to your list so you can find it easily later:
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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 Analizando sentimientos y entidades en textos con Azure with these
activities:
Organize course notes and materials
Show steps
Improve retention and organization of course knowledge.
Show steps
-
Review lecture notes, readings, and assignments.
-
Summarize and condense key concepts.
-
Create a structured system for organizing materials.
Explore Azure cognitive search documentation
Show steps
Enhance understanding of Azure cognitive search capabilities and best practices.
Browse courses on
Azure Cognitive Search
Show steps
-
Review the Azure cognitive search documentation.
-
Identify relevant sections on text analysis and natural language processing.
-
Follow tutorials and examples to gain practical experience.
Form a study group with other students
Show steps
Enhance learning through collaborative discussions and support from peers.
Show steps
-
Connect with classmates and find interested individuals.
-
Establish a regular meeting schedule and meeting format.
-
Discuss course materials, share insights, and work on assignments together.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Analyze sample texts
Show steps
Reinforce understanding of Azure cognitive services by analyzing various sample texts.
Browse courses on
Text Analysis
Show steps
-
Choose a sample text from the course materials or online sources.
-
Use Azure cognitive search to analyze the text.
-
Interpret the results and summarize your findings.
Participate in a hands-on text analysis workshop
Show steps
Gain practical experience through hands-on activities and expert guidance.
Browse courses on
Text Analysis
Show steps
-
Identify a relevant text analysis workshop.
-
Register and attend the workshop in person or virtually.
-
Follow instructions, complete exercises, and engage in discussions.
Build a simple text analysis application
Show steps
Apply course knowledge and demonstrate understanding by creating a practical application.
Browse courses on
Text Analysis
Show steps
-
Design the application's functionality and user interface.
-
Implement the text analysis features using Azure cognitive search.
-
Develop a user-friendly interface for input and output.
-
Test and refine the application for accuracy and user experience.
Attend an industry meetup or workshop on text analysis
Show steps
Expand knowledge and connect with professionals in the field of text analysis.
Browse courses on
Text Analysis
Show steps
-
Research upcoming industry meetups or workshops.
-
Register for an event and attend in person or virtually.
-
Engage with speakers, attendees, and industry experts.
Start a personal project involving text analysis
Show steps
Apply course concepts to a self-directed project, fostering critical thinking and problem-solving skills.
Browse courses on
Text Analysis
Show steps
-
Identify a problem or opportunity in the field of text analysis.
-
Develop a project plan, including goals, methods, and timeline.
-
Implement the project using appropriate tools and techniques.
-
Evaluate the results, draw conclusions, and communicate your findings.
Organize course notes and materials
Show steps
Improve retention and organization of course knowledge.
Show steps
Show steps
Show steps
- Review lecture notes, readings, and assignments.
- Summarize and condense key concepts.
- Create a structured system for organizing materials.
Explore Azure cognitive search documentation
Show steps
Enhance understanding of Azure cognitive search capabilities and best practices.
Browse courses on
Azure Cognitive Search
Show steps
Show steps
Show steps
- Review the Azure cognitive search documentation.
- Identify relevant sections on text analysis and natural language processing.
- Follow tutorials and examples to gain practical experience.
Form a study group with other students
Show steps
Enhance learning through collaborative discussions and support from peers.
Show steps
Show steps
Show steps
- Connect with classmates and find interested individuals.
- Establish a regular meeting schedule and meeting format.
- Discuss course materials, share insights, and work on assignments together.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Analyze sample texts
Show steps
Reinforce understanding of Azure cognitive services by analyzing various sample texts.
Browse courses on
Text Analysis
Show steps
Show steps
Show steps
- Choose a sample text from the course materials or online sources.
- Use Azure cognitive search to analyze the text.
- Interpret the results and summarize your findings.
Participate in a hands-on text analysis workshop
Show steps
Gain practical experience through hands-on activities and expert guidance.
Browse courses on
Text Analysis
Show steps
Show steps
Show steps
- Identify a relevant text analysis workshop.
- Register and attend the workshop in person or virtually.
- Follow instructions, complete exercises, and engage in discussions.
Build a simple text analysis application
Show steps
Apply course knowledge and demonstrate understanding by creating a practical application.
Browse courses on
Text Analysis
Show steps
Show steps
Show steps
- Design the application's functionality and user interface.
- Implement the text analysis features using Azure cognitive search.
- Develop a user-friendly interface for input and output.
- Test and refine the application for accuracy and user experience.
Attend an industry meetup or workshop on text analysis
Show steps
Expand knowledge and connect with professionals in the field of text analysis.
Browse courses on
Text Analysis
Show steps
Show steps
Show steps
- Research upcoming industry meetups or workshops.
- Register for an event and attend in person or virtually.
- Engage with speakers, attendees, and industry experts.
Start a personal project involving text analysis
Show steps
Apply course concepts to a self-directed project, fostering critical thinking and problem-solving skills.
Browse courses on
Text Analysis
Show steps
Show steps
Show steps
- Identify a problem or opportunity in the field of text analysis.
- Develop a project plan, including goals, methods, and timeline.
- Implement the project using appropriate tools and techniques.
- Evaluate the results, draw conclusions, and communicate your findings.
Career center
Learners who complete Analizando sentimientos y entidades en textos con Azure will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make better decisions. This course provides a foundation in data analysis techniques, including text analysis, which is essential for understanding customer sentiment and behavior. By taking this course, you will gain the skills necessary to succeed as a Data Analyst and make a significant impact on your organization.
Market Researcher
Market Researcher
Market Researchers analyze market data to help businesses understand their customers and make better decisions. This course provides a foundation in market research techniques, including text analysis, which is essential for understanding customer sentiment and behavior. By taking this course, you will gain the skills necessary to succeed as a Market Researcher and help businesses make more informed decisions.
Business Analyst
Business Analyst
Business Analysts help businesses improve their operations by identifying and solving problems. This course provides a foundation in business analysis techniques, including text analysis, which is essential for understanding customer needs and feedback. By taking this course, you will gain the skills necessary to succeed as a Business Analyst and help businesses achieve their goals.
Content Strategist
Content Strategist
Content Strategists develop and execute content strategies to help businesses achieve their goals. This course provides a foundation in content strategy techniques, including text analysis, which is essential for understanding audience needs and preferences. By taking this course, you will gain the skills necessary to succeed as a Content Strategist and help businesses create content that resonates with their audiences.
Product Manager
Product Manager
Product Managers are responsible for developing and launching new products. This course provides a foundation in product management techniques, including text analysis, which is essential for understanding customer needs and feedback. By taking this course, you will gain the skills necessary to succeed as a Product Manager and bring successful products to market.
User Experience Researcher
User Experience Researcher
User Experience Researchers study how users interact with products and services to improve their experience. This course provides a foundation in user experience research techniques, including text analysis, which is essential for understanding user feedback and behavior. By taking this course, you will gain the skills necessary to succeed as a User Experience Researcher and help businesses create better products and services.
Search Engine Optimizer
Search Engine Optimizer
Search Engine Optimizers help businesses improve their visibility in search results. This course provides a foundation in search engine optimization techniques, including text analysis, which is essential for understanding how search engines work and what users are searching for. By taking this course, you will gain the skills necessary to succeed as a Search Engine Optimizer and help businesses get found online.
Social Media Manager
Social Media Manager
Social Media Managers develop and execute social media strategies to help businesses connect with their customers. This course provides a foundation in social media marketing techniques, including text analysis, which is essential for understanding audience sentiment and engagement. By taking this course, you will gain the skills necessary to succeed as a Social Media Manager and help businesses build strong relationships with their customers on social media.
UX Writer
UX Writer
UX Writers create the text and language for websites, apps, and other digital products. This course provides a foundation in UX writing techniques, including text analysis, which is essential for understanding the needs of the audience and writing clear and concise content. By taking this course, you will gain the skills necessary to succeed as a UX Writer and help businesses create digital products that are easy to use and understand.
Information Architect
Information Architect
Information Architects design and organize websites and other digital products to make them easy to use. This course provides a foundation in information architecture techniques, including text analysis, which is essential for understanding the needs of the audience and organizing content in a logical way. By taking this course, you will gain the skills necessary to succeed as an Information Architect and help businesses create websites and digital products that are easy to use.
Customer Service Representative
Customer Service Representative
Customer Service Representatives provide support to customers by phone, email, or chat. This course provides a foundation in customer service techniques, including text analysis, which is essential for understanding customer needs and resolving their issues. By taking this course, you will gain the skills necessary to succeed as a Customer Service Representative and provide excellent customer service.
Copywriter
Copywriter
Copywriters create written content for marketing and advertising campaigns. This course provides a foundation in copywriting techniques, including text analysis, which is essential for understanding the needs of the audience and writing persuasive and engaging content. By taking this course, you will gain the skills necessary to succeed as a Copywriter and help businesses create marketing and advertising campaigns that are effective and persuasive.
Technical Writer
Technical Writer
Technical Writers create documentation for software, products, and services. This course provides a foundation in technical writing techniques, including text analysis, which is essential for understanding the needs of the audience and writing clear and concise documentation. By taking this course, you will gain the skills necessary to succeed as a Technical Writer and help businesses communicate complex information effectively.
Content Writer
Content Writer
Content Writers create written content for websites, blogs, and other digital platforms. This course provides a foundation in content writing techniques, including text analysis, which is essential for understanding the needs of the audience and writing clear and concise content. By taking this course, you will gain the skills necessary to succeed as a Content Writer and help businesses create content that is informative and engaging.
Public Relations Specialist
Public Relations Specialist
Public Relations Specialists manage the public image of businesses and organizations. This course provides a foundation in public relations techniques, including text analysis, which is essential for understanding public sentiment and developing effective public relations campaigns. By taking this course, you will gain the skills necessary to succeed as a Public Relations Specialist and help businesses and organizations build and maintain positive relationships with their stakeholders.
For more career information including salaries, visit:
OpenCourser.com/course/9l6flv/analizando
Reading list
We've selected nine 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
Analizando sentimientos y entidades en textos con Azure.
Este libro proporcionar una base sólida en los fundamentos y algoritmos del procesamiento del lenguaje natural. Es útil como libro de texto o como referencia para desarrolladores que buscan comprender y aplicar técnicas de PNL.
Este extenso libro de texto proporciona una cobertura integral de los principios y métodos del procesamiento del lenguaje natural. Ofrece una base sólida para los estudiantes y desarrolladores interesados en el campo.
Save
Este libro se centra en el uso del lenguaje de programación R para la minería de texto. Cubre técnicas prácticas para extraer y analizar información de grandes conjuntos de texto.
Este libro proporciona una guía completa de la biblioteca NLTK para el procesamiento del lenguaje natural en Python. Es un recurso valioso para los desarrolladores que buscan utilizar NLTK para construir aplicaciones de PNL.
Este libro de texto introductorio proporciona una descripción general accesible de los principios y métodos del procesamiento del lenguaje natural. Es adecuado para estudiantes y desarrolladores que buscan una introducción al campo.
Este libro se centra en el uso de Python para el procesamiento del lenguaje natural. Proporciona una introducción práctica a las técnicas y herramientas de PNL para desarrolladores que buscan utilizar Python para aplicaciones de PNL.
Este libro proporciona una introducción al aprendizaje automático para el análisis de texto. Cubre técnicas esenciales para extraer y analizar información de grandes conjuntos de texto.
Este libro explora el uso de modelos de transformadores para el procesamiento del lenguaje natural. Proporciona una descripción general de los transformadores y cómo utilizarlos para construir aplicaciones de PNL.
Este libro proporciona una introducción práctica al análisis de texto con Python. Cubre técnicas esenciales para preparar, limpiar y analizar datos de texto.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/9l6flv/analizando
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Effort
60 minutos
Level
Introductory
Via
Coursera
Institution
Coursera Project Network
Instructor
Nestor Nicolas Campos Rojas
Language
Español
Good to know
Enseña técnicas de análisis de texto que son útiles en varias industrias
Está diseñado para quienes buscan mejorar sus habilidades de análisis de texto
Es ideal para quienes trabajan en campos relacionados con la lingüística computacional o la ciencia de datos
Requiere conocimientos previos de Python
Está diseñado para ser completado en una hora
El curso se enfoca en el análisis de texto en archivos
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