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Azure Synapse Analytics

desde el DWH, hasta PowerBI y Spark

Leire Ahedo

Este proyecto es un curso completo y aplicado para aprender acerca de Azure Synapse Analytics.

Realizarás múltiples proyectos prácticos, desde crear tu propio DWH en Azure, hasta realizar un análisis exploratorio de los datos con Spark y visualizar los datos en Power BI.

Azure Synapse Analytics es uno de los entornos más prometedores para el Big Data y en este curso conocerás todo su potencial.

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What's inside

Syllabus

Azure Synapse Analytics: desde el DWH, hasta PowerBI y Spark
En este curso se aprenderá a utilizar Azure Data Factory

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Desarrolla habilidades fundamentales para el trabajo con Big Data, como la creación y administración de almacenes de datos, análisis de datos exploratorios y visualización de datos
Ofrece un enfoque práctico con múltiples proyectos que permiten a los estudiantes aplicar los conceptos aprendidos
Abarca una amplia gama de herramientas y tecnologías, desde Azure Data Factory hasta Power BI y Spark, lo que proporciona a los estudiantes una comprensión integral de Azure Synapse Analytics
Impartido por instructores expertos, Leire Ahedo, que aportan conocimientos y experiencia en el campo
El curso es completo y está bien estructurado, lo que permite a los estudiantes progresar de manera lógica y efectiva

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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 Azure Synapse Analytics: desde el DWH, hasta PowerBI y Spark with these activities:
Compilación de Recursos de Azure Synapse Analytics
Organiza y amplía tus recursos sobre Azure Synapse Analytics creando una compilación.
Show steps
  • Recopila artículos, tutoriales y documentación sobre Azure Synapse Analytics.
  • Organiza los recursos en una carpeta o repositorio en línea.
Ejercicios Prácticos con Lenguaje SQL
Fortalece tus habilidades de SQL practicando ejercicios de consulta y manipulación de datos.
Show steps
  • Resuelve ejercicios de consulta para recuperar datos de tablas.
  • Practica la manipulación de datos mediante el uso de comandos como INSERT, UPDATE y DELETE.
Tutoriales sobre Azure Data Factory
Complementa tus conocimientos sobre Azure Data Factory siguiendo tutoriales guiados.
Show steps
  • Busca tutoriales sobre Azure Data Factory para principiantes.
  • Sigue los tutoriales paso a paso para crear y administrar canalizaciones de datos.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Sesiones de Estudio en Grupo
Refuerza tu comprensión participando en sesiones de estudio en grupo con compañeros.
Show steps
  • Forma un grupo de estudio con otros estudiantes del curso.
  • Reúnanse regularmente para discutir los conceptos, resolver problemas y compartir ideas.
Creación de un Mini Almacén de Datos con Azure Synapse Analytics
Aplica tus habilidades prácticas creando un pequeño almacén de datos utilizando Azure Synapse Analytics.
Show steps
  • Diseña el esquema de tu almacén de datos.
  • Utiliza Azure Synapse Analytics para cargar y transformar los datos.
  • Crea vistas y tablas para facilitar el acceso a los datos.
Asistencia a Talleres sobre Azure Synapse Analytics
Amplía tus conocimientos asistiendo a talleres impartidos por expertos en Azure Synapse Analytics.
Show steps
  • Busca talleres sobre Azure Synapse Analytics en línea o en tu área local.
  • Regístrate y asiste a los talleres para aprender de profesionales.
Contribución a Proyectos de Código Abierto Relacionados con Azure Synapse Analytics
Profundiza tu comprensión contribuyendo a proyectos de código abierto relacionados con Azure Synapse Analytics.
Show steps
  • Busca proyectos de código abierto en GitHub o plataformas similares.
  • Identifica áreas donde puedes contribuir con tus habilidades.
  • Colabora con los mantenedores del proyecto para mejorar el código o la documentación.

Career center

Learners who complete Azure Synapse Analytics: desde el DWH, hasta PowerBI y Spark will develop knowledge and skills that may be useful to these careers:
Data Analyst
Data Analysts use their understanding of data to solve complex business problems. They analyze data to identify trends and patterns, and use this information to make recommendations for improvements to business processes. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Power BI to visualize data and create interactive reports.
See salaries and explore the career path for Data Analyst
Data Engineer
Data Engineers design, build, and maintain data pipelines. They work with data scientists and other data professionals to ensure that data is available, reliable, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Engineer. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Data Engineer
Data Scientist
Data Scientists use data to solve complex business problems. They use machine learning and other analytical techniques to build predictive models and make recommendations for improvements to business processes. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Scientist. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Spark to perform machine learning and other analytical tasks.
See salaries and explore the career path for Data Scientist
Business Intelligence Analyst
Business Intelligence Analysts use data to help businesses make better decisions. They analyze data to identify trends and patterns, and use this information to make recommendations for improvements to business processes. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Business Intelligence Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Power BI to visualize data and create interactive reports.
See salaries and explore the career path for Business Intelligence Analyst
Database Administrator
Database Administrators design, build, and maintain databases. They work with data engineers and other IT professionals to ensure that databases are available, reliable, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Database Administrator. You will learn how to use Azure Synapse Analytics to create and manage databases. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Database Administrator
Software Engineer
Software Engineers design, build, and maintain software applications. They work with data engineers and other IT professionals to ensure that software applications are reliable, efficient, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Software Engineer. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Spark to perform machine learning and other analytical tasks.
See salaries and explore the career path for Software Engineer
Cloud Architect
Cloud Architects design and build cloud computing solutions. They work with data engineers and other IT professionals to ensure that cloud computing solutions are reliable, efficient, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Cloud Architect. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Cloud Architect
Data Warehouse Architect
Data Warehouse Architects design and build data warehouses. They work with data engineers and other IT professionals to ensure that data warehouses are reliable, efficient, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Warehouse Architect. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Data Warehouse Architect
Data Governance Analyst
Data Governance Analysts develop and implement data governance policies and procedures. They work with data engineers and other IT professionals to ensure that data is used in a consistent and ethical manner. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Governance Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Data Governance Analyst
Information Security Analyst
Information Security Analysts design and implement security measures to protect data from unauthorized access and theft. They work with data engineers and other IT professionals to ensure that data is secure and confidential. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Information Security Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Information Security Analyst
Quality Assurance Analyst
Quality Assurance Analysts test and evaluate software applications to ensure that they meet quality standards. They work with software engineers and other IT professionals to ensure that software applications are reliable, efficient, and secure. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Quality Assurance Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Spark to perform machine learning and other analytical tasks.
See salaries and explore the career path for Quality Assurance Analyst
Technical Writer
Technical Writers develop and write technical documentation. They work with engineers and other technical professionals to create documentation that is clear, concise, and accurate. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Technical Writer. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Power BI to visualize data and create interactive reports.
See salaries and explore the career path for Technical Writer
Project Manager
Project Managers plan and execute projects. They work with stakeholders to define project goals and objectives, and develop project plans and budgets. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Project Manager. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Azure Data Factory to orchestrate data pipelines.
See salaries and explore the career path for Project Manager
Data Visualization Analyst
Data Visualization Analysts create visual representations of data. They work with data analysts and other data professionals to create visualizations that are clear, concise, and informative. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Visualization Analyst. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Power BI to visualize data and create interactive reports.
See salaries and explore the career path for Data Visualization Analyst
Data Scientist Intern
Data Scientist Interns work under the supervision of experienced Data Scientists to learn about data science and develop their skills. They assist with data collection, cleaning, and analysis, and help to develop machine learning models. The Azure Synapse Analytics course can help you develop the skills you need to be a successful Data Scientist Intern. You will learn how to use Azure Synapse Analytics to create data pipelines, clean and prepare data, and build data models. You will also learn how to use Spark to perform machine learning and other analytical tasks.
See salaries and explore the career path for Data Scientist Intern

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 Azure Synapse Analytics: desde el DWH, hasta PowerBI y Spark.
Cover image
Advanced Analytics with PySpark
Save
Este libro proporciona una guía completa sobre técnicas avanzadas de análisis de datos con Spark. Es un recurso esencial para aquellos que buscan ampliar sus conocimientos sobre Spark y utilizar sus capacidades para el análisis complejo de big data.
(English) Advanced Analytics with PySpark: Patterns for...
Paperback
$$
(English) Advanced Analytics with PySpark
Kindle Edition
$$
Cover image
Python for Data Science For Dummies
Save
Este libro ofrece una introducción completa a la ciencia de datos y el aprendizaje automático con Python y Spark. Es un recurso esencial para aquellos que buscan comprender y utilizar estas tecnologías para el análisis de big data.
Python for Data Science For Dummies
Paperback
Check
Python for Data Science For Dummies
Kindle Edition
Check
Cover image
Master Your Data with Power Query in Excel and...
Save
Este libro proporciona una guía detallada sobre cómo utilizar Power Query para Power BI. Es un recurso valioso para aquellos que buscan aprovechar las capacidades de Power Query para la preparación y transformación de datos.
(English) Master Your Data with Power Query in Excel and...
Paperback
$$
(English) Master Your Data with Power Query in Excel and...
Kindle Edition
$$
Cover image
The Kimball Group Reader
Save
Considerado un libro de texto clásico sobre almacenamiento de datos, proporciona una base sólida para comprender los principios y conceptos fundamentales detrás del diseño e implementación de almacenes de datos.
The Kimball Group Reader
Paperback
Check
The Kimball Group Reader
Kindle Edition
Check
Cover image
Hazardous Materials: Managing the Incident with...
Save
Este libro se centra en el uso de Spark para el análisis de datos y la ciencia de datos. Brinda ejemplos prácticos y proyectos para ayudar a los estudiantes a aplicar Spark a problemas del mundo real.
(English) Hazardous Materials: Managing the Incident with...
Paperback
$$$
(English) Hazardous Materials: Managing the Incident with...
Paperback
$$$$
(English) Hazardous Materials: Managing the Incident with...
Kindle Edition
$$$
(English) Hazardous Materials: Managing the Incident with...
Kindle Edition
$$$
Cover image
Supercharge Power BI
Save
Esta guía rápida proporciona una introducción concisa a Power BI. Es una buena opción para los estudiantes que buscan una descripción general rápida de la herramienta.
Supercharge Power BI
Paperback
Check
Supercharge Power BI
Kindle Edition
Check

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Course image
Effort
2 horas
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Leire Ahedo
Language
Español
Good to know
Desarrolla habilidades fundamentales para el trabajo con Big Data, como la creación y administración de almacenes de datos, análisis de datos exploratorios y visualización de datos
Ofrece un enfoque práctico con múltiples proyectos que permiten a los estudiantes aplicar los conceptos aprendidos
Abarca una amplia gama de herramientas y tecnologías, desde Azure Data Factory hasta Power BI y Spark, lo que proporciona a los estudiantes una comprensión integral de Azure Synapse Analytics
Impartido por instructores expertos, Leire Ahedo, que aportan conocimientos y experiencia en el campo
El curso es completo y está bien estructurado, lo que permite a los estudiantes progresar de manera lógica y efectiva
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