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Leire Ahedo
El modelo de datos es una de las partes clave para el buen funcionamiento del dashboard de Power BI. Este modelo de datos debe ser correcto y debe estar optimizado, de lo contrario obtendremos resultados incorrectos en los gráficos y el informe tardara mucho tiempo en cargar.
Por ello, en este curso aprenderemos todo lo relacionado con el desarrollo de un correcto modelo de datos, así como las técnicas para optimizarlo.
Read more
El modelo de datos es una de las partes clave para el buen funcionamiento del dashboard de Power BI. Este modelo de datos debe ser correcto y debe estar optimizado, de lo contrario obtendremos resultados incorrectos en los gráficos y el informe tardara mucho tiempo en cargar.
Por ello, en este curso aprenderemos todo lo relacionado con el desarrollo de un correcto modelo de datos, así como las técnicas para optimizarlo.
Read more
El modelo de datos es una de las partes clave para el buen funcionamiento del dashboard de Power BI. Este modelo de datos debe ser correcto y debe estar optimizado, de lo contrario obtendremos resultados incorrectos en los gráficos y el informe tardara mucho tiempo en cargar.
Por ello, en este curso aprenderemos todo lo relacionado con el desarrollo de un correcto modelo de datos, así como las técnicas para optimizarlo.
Aprenderemos que es un modelo de datos, conceptos como la cardinalidad y la direccionalidad y a cómo aplicarlos. Aprenderemos también acerca de los diferentes tipos de modelos de datos, las buenas prácticas de desarrollo, a optimizarlo, a trabajar con tablas calendario y finalmente a como analizar el rendimiento de tu informe en Power BI.
Al finalizar este curso habrás aprendido todo lo que necesitas saber para poder desarrollar tus propios modelos de datos optimizados en Power BI.
Register for this course and see more details by visiting:
OpenCourser.com/course/3y3x0t/diseno
What's inside
Syllabus
Visión general del proyecto
En este curso aprenderás a desarrollar un modelo de datos para Power BI Desktop
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Enseña sobre modelos de datos, un tema fundamental para emplear Power BI eficazmente
Desarrolla habilidades esenciales para optimizar los modelos de datos y mejorar el rendimiento de los informes en Power BI
Cubre conceptos clave como cardinalidad y direccionalidad, que son cruciales para comprender la estructura de los modelos de datos
Explica las diferentes variantes de modelos de datos, lo que ayuda a los estudiantes a elegir el más adecuado para sus necesidades específicas
Proporciona prácticas recomendadas para el desarrollo de modelos de datos, garantizando la exactitud y eficiencia de los resultados
Incluye técnicas de optimización para mejorar el rendimiento de los informes en Power BI, lo que permite a los estudiantes generar visualizaciones y análisis más rápidos
Introduce el trabajo con tablas de calendario, un componente esencial para el análisis de datos temporales en Power BI
Presenta técnicas para analizar el rendimiento de los informes en Power BI, lo que permite a los estudiantes identificar y abordar cuellos de botella
Adecuado para estudiantes con conocimientos previos de Power BI que buscan mejorar sus habilidades en el desarrollo y optimización de modelos de datos
Requiere un conocimiento previo de Power BI Desktop, lo que puede ser una barrera para los estudiantes nuevos en la herramienta
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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 Diseño y optimización de un modelo de datos en Power BI with these
activities:
Organize Course Materials
Show steps
Organize and review the course materials to enhance your understanding of data modeling concepts and prepare for upcoming assessments.
Browse courses on
Organization
Show steps
-
Create a dedicated study space or folder for course materials.
-
Organize materials into logical categories, such as notes, assignments, and quizzes.
-
Review materials regularly to reinforce your understanding.
Review previous course materials
Show steps
Reviewing previous course materials will provide a strong foundation for this course on creating optimized data models in Power BI.
Browse courses on
Data Models
Show steps
-
Gather relevant materials from previous courses, such as notes, assignments, and quizzes.
-
Review the materials, focusing on the sections related to data models and optimization.
-
Identify areas where you need additional clarification or reinforcement.
Seek mentorship from experienced data modelers
Show steps
Mentorship can provide valuable guidance and accelerated learning from industry experts.
Browse courses on
Data Models
Show steps
-
Identify experienced data modelers in your network or online communities.
-
Reach out and express your interest in mentorship.
-
Establish regular meetings or communication channels to receive guidance and feedback.
13 other activities
Expand to see all activities and additional details
Show all 16 activities
Organize and review course materials
Show steps
Organizing and reviewing course materials will enhance your understanding and retention.
Browse courses on
Data Models
Show steps
-
Gather all course materials, including notes, slides, assignments, and any additional resources.
-
Organize the materials in a logical and accessible manner.
-
Review the materials regularly, highlighting key concepts and summarizing important points.
Power BI Desktop Tutorial
Show steps
Review the fundamentals of Power BI Desktop to ensure a strong foundation for learning advanced data modeling techniques.
Browse courses on
Power BI
Show steps
-
Watch the official Microsoft tutorial videos on Power BI Desktop.
-
Complete the interactive exercises provided in the tutorials.
Develop a Sample Data Model
Show steps
Apply data modeling concepts by building a sample data model in Power BI Desktop, reinforcing your understanding of cardinalities and relationships.
Browse courses on
Data Modeling
Show steps
-
Identify a real-world scenario that involves multiple data tables.
-
Design the data model using appropriate cardinalities and relationships.
-
Create the data model in Power BI Desktop.
Join a study group or online forum for data modeling in Power BI
Show steps
Engaging with peers will provide opportunities for collaboration, knowledge sharing, and feedback.
Browse courses on
Data Models
Show steps
-
Join online forums or communities dedicated to data modeling in Power BI.
-
Participate in discussions, share your experiences, and ask questions.
-
Collaborate with peers on projects or case studies.
Create a Power BI Report
Show steps
Demonstrate your data modeling and visualization skills by creating a Power BI report based on the developed data model, showcasing your ability to analyze and present data effectively.
Browse courses on
Power BI
Show steps
-
Import data into Power BI Desktop.
-
Create visualizations to represent key metrics and insights.
-
Design a dashboard layout that effectively communicates the findings.
Practicar la identificación de tipos de modelos de datos
Show steps
Esta actividad te ayudará a reforzar tu comprensión de los conceptos clave de los modelos de datos.
Show steps
-
Revisar los materiales del curso sobre los tipos de modelos de datos.
-
Completar los ejercicios de práctica proporcionados en el curso.
-
Crear tus propios ejemplos de diferentes tipos de modelos de datos.
Explore online tutorials on data modeling in Power BI
Show steps
Guided tutorials will provide additional insights and practical examples to complement the course content.
Browse courses on
Data Models
Show steps
-
Identify reputable online resources and tutorials that cover data modeling in Power BI.
-
Follow the tutorials step-by-step, taking notes and practicing the concepts.
-
Experiment with different data sets and scenarios to reinforce your understanding.
Discuss Data Modeling Best Practices
Show steps
Engage with peers to discuss and share best practices for data modeling, gaining valuable insights and expanding your knowledge of data management techniques.
Browse courses on
Data Modeling
Show steps
-
Join or organize a study group or discussion forum focused on data modeling.
-
Participate in discussions, share experiences, and ask questions related to data modeling best practices.
Complete practice exercises on data model optimization
Show steps
Practice exercises will help solidify your understanding of data model optimization techniques.
Browse courses on
Data Models
Show steps
-
Find practice exercises or online platforms that offer data model optimization challenges.
-
Work through the exercises, applying the concepts learned in the course.
-
Analyze the results and identify areas for improvement.
-
Repeat the exercises until you achieve proficiency in data model optimization.
Develop a Data Model for a Business Case
Show steps
Apply your data modeling skills to a real-world business case, solidifying your understanding of data analysis and problem-solving in a practical context.
Browse courses on
Data Modeling
Show steps
-
Identify a business problem or opportunity that can be addressed through data analysis.
-
Gather and analyze data from relevant sources.
-
Design and develop a data model to represent the business scenario.
-
Create visualizations and reports to communicate the findings and insights.
Present your optimized data model to stakeholders
Show steps
Presenting your data model will demonstrate your understanding and ability to communicate technical concepts effectively.
Browse courses on
Data Models
Show steps
-
Prepare a presentation that showcases your data model, its optimizations, and the value it provides.
-
Practice your presentation to ensure clarity and impact.
-
Deliver your presentation to stakeholders, addressing their questions and feedback.
Participate in a Power BI Challenge
Show steps
Challenge yourself by participating in a Power BI competition, testing your data modeling and visualization abilities against other participants, and gaining valuable feedback.
Browse courses on
Power BI
Show steps
-
Identify and register for a Power BI challenge or competition.
-
Develop a data model and create visualizations based on the competition requirements.
-
Submit your entry and receive feedback from judges or fellow participants.
Create a data model for a real-world business scenario
Show steps
Creating a data model for a real-world scenario will provide valuable hands-on experience and reinforce your understanding.
Browse courses on
Data Models
Show steps
-
Identify a business scenario that requires data analysis.
-
Gather the necessary data and explore it to understand its structure and relationships.
-
Design and implement a data model that meets the business requirements.
-
Optimize the data model for performance and usability.
-
Present your findings and recommendations to stakeholders.
Organize Course Materials
Show steps
Organize and review the course materials to enhance your understanding of data modeling concepts and prepare for upcoming assessments.
Browse courses on
Organization
Show steps
Show steps
Show steps
- Create a dedicated study space or folder for course materials.
- Organize materials into logical categories, such as notes, assignments, and quizzes.
- Review materials regularly to reinforce your understanding.
Review previous course materials
Show steps
Reviewing previous course materials will provide a strong foundation for this course on creating optimized data models in Power BI.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Gather relevant materials from previous courses, such as notes, assignments, and quizzes.
- Review the materials, focusing on the sections related to data models and optimization.
- Identify areas where you need additional clarification or reinforcement.
Seek mentorship from experienced data modelers
Show steps
Mentorship can provide valuable guidance and accelerated learning from industry experts.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Identify experienced data modelers in your network or online communities.
- Reach out and express your interest in mentorship.
- Establish regular meetings or communication channels to receive guidance and feedback.
13 other activities
Expand to see all activities and additional details
Show all 16 activities
Organize and review course materials
Show steps
Organizing and reviewing course materials will enhance your understanding and retention.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Gather all course materials, including notes, slides, assignments, and any additional resources.
- Organize the materials in a logical and accessible manner.
- Review the materials regularly, highlighting key concepts and summarizing important points.
Power BI Desktop Tutorial
Show steps
Review the fundamentals of Power BI Desktop to ensure a strong foundation for learning advanced data modeling techniques.
Browse courses on
Power BI
Show steps
Show steps
Show steps
- Watch the official Microsoft tutorial videos on Power BI Desktop.
- Complete the interactive exercises provided in the tutorials.
Develop a Sample Data Model
Show steps
Apply data modeling concepts by building a sample data model in Power BI Desktop, reinforcing your understanding of cardinalities and relationships.
Browse courses on
Data Modeling
Show steps
Show steps
Show steps
- Identify a real-world scenario that involves multiple data tables.
- Design the data model using appropriate cardinalities and relationships.
- Create the data model in Power BI Desktop.
Join a study group or online forum for data modeling in Power BI
Show steps
Engaging with peers will provide opportunities for collaboration, knowledge sharing, and feedback.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Join online forums or communities dedicated to data modeling in Power BI.
- Participate in discussions, share your experiences, and ask questions.
- Collaborate with peers on projects or case studies.
Create a Power BI Report
Show steps
Demonstrate your data modeling and visualization skills by creating a Power BI report based on the developed data model, showcasing your ability to analyze and present data effectively.
Browse courses on
Power BI
Show steps
Show steps
Show steps
- Import data into Power BI Desktop.
- Create visualizations to represent key metrics and insights.
- Design a dashboard layout that effectively communicates the findings.
Practicar la identificación de tipos de modelos de datos
Show steps
Esta actividad te ayudará a reforzar tu comprensión de los conceptos clave de los modelos de datos.
Show steps
Show steps
Show steps
- Revisar los materiales del curso sobre los tipos de modelos de datos.
- Completar los ejercicios de práctica proporcionados en el curso.
- Crear tus propios ejemplos de diferentes tipos de modelos de datos.
Explore online tutorials on data modeling in Power BI
Show steps
Guided tutorials will provide additional insights and practical examples to complement the course content.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Identify reputable online resources and tutorials that cover data modeling in Power BI.
- Follow the tutorials step-by-step, taking notes and practicing the concepts.
- Experiment with different data sets and scenarios to reinforce your understanding.
Discuss Data Modeling Best Practices
Show steps
Engage with peers to discuss and share best practices for data modeling, gaining valuable insights and expanding your knowledge of data management techniques.
Browse courses on
Data Modeling
Show steps
Show steps
Show steps
- Join or organize a study group or discussion forum focused on data modeling.
- Participate in discussions, share experiences, and ask questions related to data modeling best practices.
Complete practice exercises on data model optimization
Show steps
Practice exercises will help solidify your understanding of data model optimization techniques.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Find practice exercises or online platforms that offer data model optimization challenges.
- Work through the exercises, applying the concepts learned in the course.
- Analyze the results and identify areas for improvement.
- Repeat the exercises until you achieve proficiency in data model optimization.
Develop a Data Model for a Business Case
Show steps
Apply your data modeling skills to a real-world business case, solidifying your understanding of data analysis and problem-solving in a practical context.
Browse courses on
Data Modeling
Show steps
Show steps
Show steps
- Identify a business problem or opportunity that can be addressed through data analysis.
- Gather and analyze data from relevant sources.
- Design and develop a data model to represent the business scenario.
- Create visualizations and reports to communicate the findings and insights.
Present your optimized data model to stakeholders
Show steps
Presenting your data model will demonstrate your understanding and ability to communicate technical concepts effectively.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Prepare a presentation that showcases your data model, its optimizations, and the value it provides.
- Practice your presentation to ensure clarity and impact.
- Deliver your presentation to stakeholders, addressing their questions and feedback.
Participate in a Power BI Challenge
Show steps
Challenge yourself by participating in a Power BI competition, testing your data modeling and visualization abilities against other participants, and gaining valuable feedback.
Browse courses on
Power BI
Show steps
Show steps
Show steps
- Identify and register for a Power BI challenge or competition.
- Develop a data model and create visualizations based on the competition requirements.
- Submit your entry and receive feedback from judges or fellow participants.
Create a data model for a real-world business scenario
Show steps
Creating a data model for a real-world scenario will provide valuable hands-on experience and reinforce your understanding.
Browse courses on
Data Models
Show steps
Show steps
Show steps
- Identify a business scenario that requires data analysis.
- Gather the necessary data and explore it to understand its structure and relationships.
- Design and implement a data model that meets the business requirements.
- Optimize the data model for performance and usability.
- Present your findings and recommendations to stakeholders.
Career center
Learners who complete Diseño y optimización de un modelo de datos en Power BI will develop knowledge and skills
that may be useful to these careers:
Business Intelligence Analyst
Business Intelligence Analyst
Business Intelligence Analysts are responsible for helping businesses understand their data and make better decisions. This course will help you develop the skills you need to succeed as a Business Intelligence Analyst, including how to design and optimize a data model in Power BI. You will learn how to use Power BI to create visualizations and reports that can help you identify trends and patterns in your data. This course will also help you develop the skills you need to communicate your findings to stakeholders.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. This course will help you develop the skills you need to succeed as a Data Analyst, including how to design and optimize a data model in Power BI. You will learn how to use Power BI to create visualizations and reports that can help you identify trends and patterns in your data. This course will also help you develop the skills you need to communicate your findings to stakeholders.
Data Scientist
Data Scientist
Data Scientists are responsible for developing and using statistical models to solve business problems. This course will help you develop the skills you need to succeed as a Data Scientist, including how to design and optimize a data model in Power BI. You will learn how to use Power BI to create visualizations and reports that can help you identify trends and patterns in your data. This course will also help you develop the skills you need to communicate your findings to stakeholders.
Data Engineer
Data Engineer
Data Engineers are responsible for designing and building the infrastructure that stores and processes data. This course will help you develop the skills you need to succeed as a Data Engineer, including how to design and optimize a data model in Power BI. You will learn how to use Power BI to create visualizations and reports that can help you identify trends and patterns in your data. This course will also help you develop the skills you need to communicate your findings to stakeholders.
Database Administrator
Database Administrator
Database Administrators are responsible for managing and maintaining databases. This course will help you develop the skills you need to succeed as a Database Administrator, including how to design and optimize a data model in Power BI. You will learn how to use Power BI to create visualizations and reports that can help you identify trends and patterns in your data. This course will also help you develop the skills you need to communicate your findings to stakeholders.
Information Architect
Information Architect
Information Architects are responsible for designing and organizing information systems. They make sure that a company's data is accessible, easy to find, and secure. This course could be useful for Information Architects because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective information systems.
Knowledge Manager
Knowledge Manager
Knowledge Managers are responsible for managing and sharing knowledge within an organization. They may also be responsible for developing and implementing knowledge management systems. This course could be useful for Knowledge Managers because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective knowledge management systems.
Business Analyst
Business Analyst
Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. This course could be useful for Business Analysts because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective business analysis reports.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. This course could be useful for Project Managers because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective project plans and reports.
Systems Analyst
Systems Analyst
Systems Analysts are responsible for analyzing and designing computer systems. This course could be useful for Systems Analysts because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective computer systems.
Software Developer
Software Developer
Software Developers are responsible for designing, developing, and maintaining software applications. This course could be useful for Software Developers because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective software applications.
Quality Assurance Analyst
Quality Assurance Analyst
Quality Assurance Analysts are responsible for testing and ensuring the quality of software applications. This course could be useful for Quality Assurance Analysts because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective test plans and reports.
Technical Writer
Technical Writer
Technical Writers are responsible for creating and maintaining technical documentation. This course could be useful for Technical Writers because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective technical documentation.
Data Entry Clerk
Data Entry Clerk
Data Entry Clerks are responsible for entering data into computer systems. This course could be useful for Data Entry Clerks because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective data entry procedures.
Customer Service Representative
Customer Service Representative
Customer Service Representatives are responsible for providing customer support. This course could be useful for Customer Service Representatives because it can help them learn how to design and optimize a data model in Power BI. This skill could help them create more effective customer support procedures.
For more career information including salaries, visit:
OpenCourser.com/course/3y3x0t/diseno
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
Diseño y optimización de un modelo de datos en Power BI.
Esta guía integral cubre todos los aspectos del modelado de datos en Power BI, desde conceptos fundamentales hasta técnicas avanzadas. Es especialmente útil para aquellos que desean obtener una comprensión profunda del tema.
Esta completa guía proporciona una visión general de Power BI, incluyendo el modelado de datos. Es una buena opción para aquellos que buscan una comprensión integral de la plataforma Power BI.
Esta guía técnica de Microsoft proporciona estrategias y técnicas para mejorar el rendimiento de los informes y modelos de datos de Power BI. Es un recurso esencial para aquellos que buscan optimizar sus implementaciones de Power BI.
Este libro clásico proporciona una base sólida en el modelado dimensional, que es un enfoque clave en el diseño de modelos de datos para Power BI. Es especialmente útil para principiantes que buscan adquirir conocimientos fundamentales.
Save
Este libro se centra en la visualización de datos en Power BI, más que en el modelado de datos. Sin embargo, proporciona algunos conocimientos útiles sobre las mejores prácticas para presentar datos de manera efectiva.
Save
Este libro se centra en técnicas avanzadas de DAX (Data Analysis Expressions), un lenguaje utilizado para crear cálculos y medidas en Power BI. Si bien no se centra directamente en el modelado de datos, puede ser útil para aquellos interesados en profundizar en el análisis de datos.
Este libro se enfoca en Power Query, una herramienta para transformar y preparar datos en Power BI. Es más relevante para aquellos interesados en la manipulación de datos que en el modelado de datos.
Este libro ofrece soluciones a problemas comunes relacionados con el análisis de datos en Power BI. Si bien no se centra en el modelado de datos, puede ser útil para aquellos que buscan mejorar sus habilidades analíticas.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/3y3x0t/diseno
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Effort
3 horas
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Leire Ahedo
Language
Español
Good to know
Enseña sobre modelos de datos, un tema fundamental para emplear Power BI eficazmente
Desarrolla habilidades esenciales para optimizar los modelos de datos y mejorar el rendimiento de los informes en Power BI
Cubre conceptos clave como cardinalidad y direccionalidad, que son cruciales para comprender la estructura de los modelos de datos
Explica las diferentes variantes de modelos de datos, lo que ayuda a los estudiantes a elegir el más adecuado para sus necesidades específicas
Proporciona prácticas recomendadas para el desarrollo de modelos de datos, garantizando la exactitud y eficiencia de los resultados
Incluye técnicas de optimización para mejorar el rendimiento de los informes en Power BI, lo que permite a los estudiantes generar visualizaciones y análisis más rápidos
Introduce el trabajo con tablas de calendario, un componente esencial para el análisis de datos temporales en Power BI
Presenta técnicas para analizar el rendimiento de los informes en Power BI, lo que permite a los estudiantes identificar y abordar cuellos de botella
Adecuado para estudiantes con conocimientos previos de Power BI que buscan mejorar sus habilidades en el desarrollo y optimización de modelos de datos
Requiere un conocimiento previo de Power BI Desktop, lo que puede ser una barrera para los estudiantes nuevos en la herramienta
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