Datos no tradicionales en repositorios NoSQL from Coursera

What's inside

Syllabus

¿Qué es NoSQL?¿Por qué surgen? ¿Qué resuelven? ¿Cuáles son las familias de productos NoSQL?

Te damos la bienvenida al primer módulo de nuestro curso. En este módulo nos centraremos en tres temas fundamentales: conocer que es NoSQL, modela relacional y sus limitaciones y lo que nos ofrecen las familias NoSQL.

¿Cómo escalan y cómo aseguran disponibilidad los sistemas manejadores de bases de datos NoSQL?

Te damos la bienvenida al módulo 2 de nuestro curso. Durante este módulo nos centraremos en tres temas puntuales: 1) Los requerimientos de disponibilidad, escalabilidad horizontal y desempeño, 2) la consistencia y disponibilidad de sistemas distribuidos y, 3) escalabilidad y replicación.

Familias de productos: llave-valor y orientada a columnas

Bienvenido al módulo 3 de nuestro curso. En esta ocasión nos enfocaremos en aprender acerca de las dos familias de productos: familia Llave-Valor (Key-Value) y familia Orientada a Columnas (Wide Column). Veamos cada una de ellas y luego pongamos en práctica las lecciones aprendidas.

Familias de productos: orientada a documentos y orientada a grafos

Te damos la bienvenida al 4 y último módulo de nuestro curso en donde nos enfocaremos en dos familias de productos nuevas: familia Orientada a Documentos (Document Oriented) y familia Orientada a Grafos (Graph Oriented). Al igual que en el módulo anterior aprendemos sobre sus fundamentos a fin de poner en práctica las lecciones aprendidas.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Nos enfocamos en el modelado relacional y sus limitaciones para comprender mejor las soluciones NoSQL

Analizamos los requerimientos de disponibilidad, escalabilidad horizontal y desempeño para abordar los desafíos de los sistemas distribuidos

Exploramos las familias de productos Llave-Valor y Orientada a Columnas para comprender sus fundamentos y aplicaciones

Estudiamos las familias de productos Orientada a Documentos y Orientada a Grafos para ampliar nuestra comprensión de las soluciones NoSQL

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 Datos no tradicionales en repositorios NoSQL with these activities:

Review Relational Databases

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Refreshes your knowledge of relational databases, building a more solid foundation for the NoSQL concepts explored in this course.

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Take practice questions on relational database concepts
Review the structure of SQL queries
Set up a local database for practice

Review Data Modeling Fundamentals

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Strengthens your foundation in data modeling principles, enhancing your ability to apply them in NoSQL contexts.

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Review the basic concepts of data modeling
Practice creating ER diagrams or other data models

Key-Value Pair Exercises

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Reinforces your understanding of key-value pairs, a fundamental NoSQL data structure.

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Solve coding exercises to create and manage key-value pairs
Design a data model using key-value pairs for a specific use case

Four other activities

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Explore DynamoDB

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Provides practical experience with a popular key-value database, enhancing your understanding of real-world applications.

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Follow tutorials to set up and configure DynamoDB
Create and manage tables and data in DynamoDB
Explore the features of DynamoDB, such as scalability and durability

Design a Database Schema for a Real-World Application

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Provides practical experience in applying NoSQL concepts to real-world scenarios, strengthening your critical thinking and problem-solving skills.

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Identify the requirements for a specific application
Choose a suitable NoSQL database and model the data
Design a schema that meets the application's requirements and NoSQL best practices

Organize Course Notes

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Improves your ability to retain and recall information by actively organizing and reviewing course materials.

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Organize notes from each session
Create a centralized repository for all notes
Review notes regularly to reinforce concepts

Contribute to a NoSQL Project

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Enhances your understanding of NoSQL technologies and best practices by working on a real-world project alongside a community of developers.

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Identify an open-source NoSQL project to contribute to
Review the project's documentation and codebase
Submit a pull request to the project with your proposed changes

Career center

Learners who complete Datos no tradicionales en repositorios NoSQL will develop knowledge and skills that may be useful to these careers:

Data Engineer

A Data Engineer designs, builds, and maintains data pipelines and infrastructure. They may work with a variety of data sources, including relational databases, NoSQL databases, and big data platforms. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Data Engineer. In particular, the course covers topics such as data modeling, data storage, and data processing, which are all important considerations for designing and implementing data pipelines.

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Database Administrator

A Database Administrator installs, configures, and maintains databases. They may also work with developers to design and implement database applications. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Database Administrator. In particular, the course covers topics such as data modeling, data storage, and data security, which are all important considerations for managing databases.

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Database Designer

A Database Designer designs and creates databases. They may also work with developers to implement database applications. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Database Designer. In particular, the course covers topics such as data modeling, data storage, and data security, which are all important considerations for designing databases.

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Data Architect

A Data Architect helps organizations define and implement data management strategies. They may design data models, choose appropriate technologies, and create policies and procedures for data storage and retrieval. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Data Architect. In particular, the course covers topics such as data modeling, scalability, and replication, which are all important considerations for designing and implementing data management systems.

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Data Scientist

A Data Scientist uses data to solve business problems. They may use a variety of tools and techniques to extract insights from data, including statistical analysis, machine learning, and data visualization. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Data Scientist. In particular, the course covers topics such as data modeling, query optimization, and data security, which are all important considerations for working with data.

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Data Analyst

A Data Analyst collects, analyzes, and interprets data to help organizations make informed decisions. They may use a variety of tools and techniques to extract insights from data, including statistical analysis, machine learning, and data visualization. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Data Analyst. In particular, the course covers topics such as data modeling, query optimization, and data security, which are all important considerations for working with data.

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Systems Analyst

A Systems Analyst studies an organization's IT systems and processes to identify areas for improvement. They may also design and implement new IT solutions. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Systems Analyst. In particular, the course covers topics such as data modeling, data storage, and data security, which are all important considerations for designing and implementing IT systems.

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Software Engineer

A Software Engineer designs, develops, and maintains software applications. They may work with a variety of programming languages and technologies, including NoSQL databases. This course, which teaches about NoSQL databases, can help you build a foundation for success as a Software Engineer. In particular, the course covers topics such as data modeling, query optimization, and data security, which are all important considerations for developing software applications.

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Data Integration Specialist

A Data Integration Specialist integrates data from different sources into a single, unified view. They may use a variety of tools and techniques to extract, transform, and load data. This course, which teaches about NoSQL databases, may be useful for a Data Integration Specialist who wants to learn more about how to store and manage data in a NoSQL database.

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Data Quality Specialist

A Data Quality Specialist ensures that data is accurate, complete, consistent, and timely. They may also work with users to create and implement data quality policies and procedures. This course, which teaches about NoSQL databases, may be useful for a Data Quality Specialist who wants to learn more about how to store and manage data in a NoSQL database.

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Data Protection Specialist

A Data Protection Specialist protects data from unauthorized access, use, disclosure, or destruction. They may also work with users to create and implement data security policies and procedures. This course, which teaches about NoSQL databases, may be useful for a Data Protection Specialist who wants to learn more about how to store and manage data in a NoSQL database.

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Data Governance Specialist

A Data Governance Specialist establishes and enforces policies and procedures for the use of data. They may also work with users to create and implement data management strategies. This course, which teaches about NoSQL databases, may be useful for a Data Governance Specialist who wants to learn more about how to store and manage data in a NoSQL database.

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Data Privacy Specialist

A Data Privacy Specialist ensures that data is collected, used, and disclosed in a manner that complies with privacy laws and regulations. They may also work with users to create and implement data privacy policies and procedures. This course, which teaches about NoSQL databases, may be useful for a Data Privacy Specialist who wants to learn more about how to store and manage data in a NoSQL database.

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Information Architect

An Information Architect designs and organizes the structure and content of websites and other digital products. They may also work with users to gather feedback and improve the user experience. This course, which teaches about NoSQL databases, may be useful for an Information Architect who wants to learn more about how to store and manage data in a NoSQL database.

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Data Librarian

A Data Librarian catalogs, indexes, and organizes data. They may also work with users to find and access data. This course, which teaches about NoSQL databases, may be useful for a Data Librarian who wants to learn more about how to store and manage data in a NoSQL database.

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