Modelado de datos avanzado from Coursera

Desarrolle conocimientos prácticos y familiarícese con conceptos de bases de datos avanzados, como el uso, el modelado, la automatización, el almacenamiento, la optimización y la administración.

Para realizar este curso, debe haber completado los cursos anteriores sobre Bases de datos. También debe tener predisposición para continuar su recorrido de codificación.

Con los Certificados profesionales, toda persona, independientemente de su educación, contexto o experiencia, tiene la oportunidad de aprender habilidades de calidad para emprender una carrera con altas probabilidades de crecimiento. No se requiere título ni experiencia para comenzar.

Al final de este curso, podrá hacer lo siguiente:

- Implementar habilidades básicas de modelado de datos y explorar las opciones de almacenamiento modernas para un almacén de datos

- Aplicar la planificación y ejecución de la ingeniería de bases de datos de estilo ETL con base en las habilidades existentes de MySQL

- Desarrollar conocimientos prácticos de los diferentes aspectos de la gestión de una base de datos, incluida la administración de las operaciones y las cuestiones de la base de datos, junto con los procesos y las soluciones para el monitoreo, la elaboración de informes y la depuración

- Demostrar habilidades de modelado de datos en un entorno de proyectos del mundo real

Obtendrá experiencia con las siguientes herramientas y software:

- Software de modelado de datos Workbench

- Sintaxis utilizadas para interactuar con un almacén de datos

- Técnicas y métodos de extracción, transformación y carga (ETL)

- Administración de almacenes de datos MySQL

- Herramientas de supervisión y elaboración de informes de almacenes de datos

- Herramientas de depuración y pruebas de bases de datos

- Herramientas de modelado de datos

What's inside

Syllabus

Modelado y gestión de datos

Familiarícese con los conceptos fundamentales del modelado de datos, y enfóquese especialmente en un proceso sistemático de modelado de bases de datos. Luego, aprenda a usar MySQL Workbench para diseñar, modelar, generar y gestionar bases de datos de forma visual.

Almacenamiento de datos

Conozca la función de los almacenes de datos en el análisis de bases de datos, así como las características y la arquitectura de un almacén de datos. Aprenda el enfoque de modelado de datos dimensional para el almacenamiento de datos.

Análisis de datos avanzado

Explore la función de las herramientas avanzadas de análisis de datos y analice cómo se utilizan para evaluar el rendimiento empresarial.

Modelado y análisis de datos

Aplique el modelado de datos a un proyecto real.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Desarrolla una base sólida para los estudiantes que buscan ingresar al campo del modelado de datos

Está diseñada para estudiantes con experiencia previa en bases de datos que buscan mejorar sus habilidades

Proporciona experiencia práctica con herramientas de la industria, como MySQL Workbench y software de modelado de datos

Cubre temas avanzados como modelado de datos dimensional y técnicas de extracción, transformación y carga (ETL)

Proporciona una comprensión integral de la gestión de bases de datos, incluida la administración, la supervisión y la depuración

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 Modelado de datos avanzado with these activities:

Compile a glossary of database terminology

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Build a comprehensive reference of key database terms to enhance your understanding.

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Create a new document or spreadsheet.
Research and gather definitions of important database terms.
Organize the terms alphabetically or by category.
Review and update the glossary regularly.

Revise data modeling concepts

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Reinforce your understanding of data modeling principles to prepare for advanced database concepts.

Browse courses on Data Modeling

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Review your notes or textbook on data modeling.
Complete online quizzes or practice exercises on data modeling.

Practice SQL queries

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Enhance your proficiency in writing efficient SQL queries for data manipulation and retrieval.

Browse courses on SQL

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Find online SQL practice platforms or resources.
Solve coding challenges or practice problems involving SQL queries.

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Follow tutorials on database performance optimization

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Enhance your understanding of techniques to improve the efficiency of your database queries.

Browse courses on Database Performance

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Search for online tutorials or courses on database performance optimization.
Follow the tutorials and implement the recommended techniques.
Test the impact of the optimizations on your database performance.

Design a data model for a small-scale project

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Apply your data modeling skills to a practical project, strengthening your understanding.

Browse courses on Data Modeling

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Identify a small-scale project that requires data storage and management.
Gather requirements and analyze the data needs of the project.
Design a conceptual data model using appropriate techniques.
Translate the conceptual data model into a logical data model.
Create a physical data model using a database management system.

Build a small-scale database application

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Apply your database skills to a practical project, solidifying your understanding.

Browse courses on SQL Programming

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Define the scope and requirements of your application.
Design the database schema and create the necessary tables.
Write SQL queries to populate the database with data.
Develop the application logic using a programming language.
Test and deploy your application.

Attend a data science or database meetup

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Engage with professionals in the field to gain insights and expand your network.

Browse courses on Data Science

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Research upcoming data science or database meetups in your area.
Register and attend the meetup.
Introduce yourself to other attendees and engage in discussions.

Contribute to an open-source database project

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Gain hands-on experience and contribute to the wider database community.

Browse courses on Open Source

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Identify an open-source database project that aligns with your interests.
Review the project's documentation and codebase.
Identify a feature or bug that you can contribute to.
Develop and test your contribution.
Submit a pull request to the project's repository.

Career center

Learners who complete Modelado de datos avanzado will develop knowledge and skills that may be useful to these careers:

Database Administrator

A Database Administrator is responsible for the day-to-day management of an organization's databases. They ensure that the databases are up and running, and that the data is secure and accessible. This course can help you develop the skills needed to be a successful Database Administrator by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases, as well as how to apply the modeling of data to a real project.

See salaries and explore the career path for Database Administrator

Data Engineer

A Data Engineer is responsible for the design, development, and maintenance of an organization's data systems. They build and maintain the infrastructure that allows data to be collected, stored, and processed. This course can help you develop the skills needed to be a successful Data Engineer by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases, as well as how to apply the modeling of data to a real project.

See salaries and explore the career path for Data Engineer

Data Architect

A Data Architect is responsible for the overall design and architecture of an organization's data systems. They work with stakeholders to understand their business needs and then design a data system that meets those needs. This course can help you develop the skills needed to be a successful Data Architect by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases, as well as how to apply the modeling of data to a real project.

See salaries and explore the career path for Data Architect

Business Analyst

A Business Analyst is responsible for understanding the business needs of an organization and then translating those needs into technical requirements. They work with stakeholders to gather requirements, and then work with developers to implement those requirements. This course can help you develop the skills needed to be a successful Business Analyst by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases, as well as how to apply the modeling of data to a real project.

See salaries and explore the career path for Business Analyst

Data Scientist

A Data Scientist is responsible for using data to solve business problems. They use their skills in statistics, machine learning, and data mining to extract insights from data. This course can help you develop the skills needed to be a successful Data Scientist by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases, as well as how to apply the modeling of data to a real project.

See salaries and explore the career path for Data Scientist

Software Engineer

A Software Engineer is responsible for the design, development, and maintenance of software applications. They work with stakeholders to understand their needs and then design and develop software that meets those needs. This course can help you develop the skills needed to be a successful Software Engineer by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Software Engineer

Database Designer

A Database Designer is responsible for the design of an organization's databases. They work with stakeholders to understand their business needs and then design databases that meet those needs. This course can help you develop the skills needed to be a successful Database Designer by providing you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Database Designer

Data Analyst

A Data Analyst is responsible for analyzing data to identify trends and patterns. They use their skills in statistics, machine learning, and data mining to extract insights from data. This course may be useful for you if you are interested in becoming a Data Analyst, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Data Analyst

Web Developer

A Web Developer is responsible for the design, development, and maintenance of websites. They work with stakeholders to understand their needs and then design and develop websites that meet those needs. This course may be useful for you if you are interested in becoming a Web Developer, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Web Developer

Business Intelligence Analyst

A Business Intelligence Analyst is responsible for using data to improve business decision-making. They use their skills in statistics, machine learning, and data mining to extract insights from data. This course may be useful for you if you are interested in becoming a Business Intelligence Analyst, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Business Intelligence Analyst

IT Manager

An IT Manager is responsible for the overall management of an organization's IT systems. They work with stakeholders to understand their business needs and then develop an IT strategy that meets those needs. This course may be useful for you if you are interested in becoming an IT Manager, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for IT Manager

Data Governance Specialist

A Data Governance Specialist is responsible for developing and implementing an organization's data governance policies and procedures. They work with stakeholders to understand their business needs and then develop data governance policies that meet those needs. This course may be useful for you if you are interested in becoming a Data Governance Specialist, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Data Governance Specialist

Information Architect

An Information Architect is responsible for the design and organization of an organization's information systems. They work with stakeholders to understand their business needs and then design information systems that meet those needs. This course may be useful for you if you are interested in becoming an Information Architect, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Information Architect

Data Privacy Officer

A Data Privacy Officer is responsible for ensuring that an organization's data is collected, used, and disclosed in a compliant manner. They work with stakeholders to understand their business needs and then develop data privacy policies that meet those needs. This course may be useful for you if you are interested in becoming a Data Privacy Officer, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Data Privacy Officer

Project Manager

A Project Manager is responsible for planning, organizing, and executing projects. They work with stakeholders to understand their needs and then develop a project plan that meets those needs. This course may be useful for you if you are interested in becoming a Project Manager, as it will provide you with a strong foundation in data modeling and management. You will learn how to use MySQL Workbench to design, model, generate, and manage databases.

See salaries and explore the career path for Project Manager

Modelado de datos avanzado

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