Dataplex by Google Cloud from Coursera

Welcome to "Dataplex By Google Cloud " a comprehensive course designed to provide a thorough understanding of Google Cloud Dataplex, a platform for managing, monitoring, and analyzing data across various data systems in Google Cloud. Spanning two modules, the course begins with the fundamentals of Dataplex, including its setup, configuration, and basic functionalities. It then progresses to more advanced topics like data processing, analytics integration, task automation, and best practices in data management. This course is ideal for data professionals and cloud enthusiasts seeking to leverage Dataplex for efficient data handling, analysis, and governance in the cloud environment.

Module 1: Getting Started with Google Cloud Dataplex introduces the key concepts, setup, and basic operations of Google Cloud Dataplex. This module offers an overview of Dataplex, highlighting its benefits and functionalities. It guides you through setting up and configuring Dataplex, understanding the roles of data lakes and warehouses. Additionally, you'll learn about data ingestion, integration, managing and organizing data, as well as basic security and access control within Dataplex. This module is crucial for those starting their journey in cloud-based data management and analytics.

"Module 2: Implementing Data Management with Dataplex" delves deeper into practical aspects of data processing, analytics, and management within Google Cloud Dataplex. This module focuses on leveraging Dataplex for efficient data processing workflows and integrating analytics tools. It also covers automating data tasks for enhanced productivity. Further, it emphasizes best practices for data management, monitoring and optimizing data performance, and understanding compliance and governance issues in Dataplex. Ideal for those seeking to optimize their data management strategies, this module provides advanced insights and skills in Dataplex.

The course is well-suited for anyone looking to deepen their understanding of managing and analyzing data in a cloud environment, particularly using Google Cloud Dataplex.

What's inside

Syllabus

Getting Started with Google Cloud Dataplex

Implementing Data Management with Dataplex

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Suitable for those new to Google Cloud Dataplex and data management in the cloud

Explores industry-standard techniques for data management and analytics

Develops skills in data processing, analytics integration, and task automation, which are essential for efficient data management

Taught by Board Infinity, recognized for their expertise in data management and analytics

Provides a hands-on approach with labs and interactive materials

May require prior knowledge or experience in data management or cloud computing

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 Dataplex by Google Cloud with these activities:

Setup a Cloud Data Lab environment

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Setting up a lab environment will provide a hands-on approach to practicing the concepts learned in the course.

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Create a new GCP project
Enable the Cloud Data Lab API
Configure the lab environment

Explore Dataplex tutorials

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Working through tutorials will provide additional hands-on experience and reinforce the concepts covered in the course.

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Visit the Dataplex tutorials page
Choose a tutorial that interests you
Follow the tutorial instructions

Practice data transformation and processing

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Practicing data transformation and processing will help you develop the skills needed to manage and analyze data effectively.

Browse courses on Data Transformation

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Create a dataset in BigQuery
Write SQL queries to transform the data
Load the transformed data into a new table

Four other activities

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Join a study group or online forum

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Participating in discussions with peers can help you clarify concepts, share insights, and learn from others.

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Find a study group or online forum dedicated to Dataplex or cloud data management
Introduce yourself and participate in discussions
Ask questions and share your knowledge

Develop a data management plan

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Creating a data management plan will help you organize and manage your data assets effectively.

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Define the scope of your data management plan
Identify and document your data assets
Develop policies and procedures for data collection, storage, and access

Compile a list of useful resources

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Having a collection of useful resources at your fingertips can help you stay up-to-date on the latest trends and best practices in data management.

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Create a document or spreadsheet to store your resources
Add links to relevant articles, tutorials, and documentation
Organize your resources into categories or topics

Contribute to open-source projects related to Dataplex or cloud data management

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Contributing to open-source projects can help you gain practical experience and learn from others in the field.

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Find an open-source project that interests you
Review the project's documentation and codebase
Identify an area where you can contribute

Career center

Learners who complete Dataplex by Google Cloud will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. The “Dataplex by Google Cloud” course provides a foundation in data management, data processing, and data analysis, all of which are essential skills for this role. By completing this course, you will gain the knowledge and skills needed to build and manage data systems that support data-driven decision-making in the cloud.

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Data Architect

Data Architects design, build, and manage data systems to meet the needs of an organization. The “Dataplex by Google Cloud” course provides a foundation in data management, data processing, and data analysis, all of which are essential skills for this role. By completing this course, you will gain the knowledge and skills needed to design and manage data systems that support data-driven decision-making in the cloud.

See salaries and explore the career path for Data Architect

Data Analyst

Data Analysts collect, analyze, and interpret data to provide insights that drive decision-making. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data processing, and data analysis. By completing this course, you will gain the knowledge and skills needed to extract valuable insights from data and communicate them effectively to stakeholders.

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Cloud Data Engineer

Cloud Data Engineers design, build, and manage data systems, ensuring that data is accessible, secure, and reliable. The “Dataplex by Google Cloud” course provides a foundation in data management, data processing, and analytics integration, all of which are essential skills for this role. By completing this course, you will gain the knowledge and skills needed to build and manage data systems that support data-driven decision-making in the cloud.

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Business Intelligence Analyst

Business Intelligence Analysts use data to identify trends and patterns that can help businesses make better decisions. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data analysis, data visualization, and data communication. By completing this course, you will gain the knowledge and skills needed to extract valuable insights from data and communicate them effectively to stakeholders.

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Database Administrator

Database Administrators ensure that databases are running smoothly and efficiently. They also implement security measures to protect data from unauthorized access. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data security, and data optimization. By completing this course, you will gain the knowledge and skills needed to manage databases effectively and efficiently.

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Data Engineer

Data Engineers design, build, and manage data pipelines that move data from source systems to target systems. The “Dataplex by Google Cloud” course provides a foundation in data management, data processing, and data analysis, all of which are essential skills for this role. By completing this course, you will gain the knowledge and skills needed to build and manage data pipelines that support data-driven decision-making in the cloud.

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Cloud Architect

Cloud Architects design, build, and manage cloud computing solutions. They also ensure that cloud solutions are secure, reliable, and scalable. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including cloud computing, data management, and data analysis. By completing this course, you will gain the knowledge and skills needed to design and manage cloud solutions that support data-driven decision-making in the cloud.

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Software Engineer

Software Engineers design, build, and test software applications. They also ensure that software applications are secure, reliable, and scalable. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data processing, and data analysis. By completing this course, you will gain the knowledge and skills needed to design and build software applications that support data-driven decision-making in the cloud.

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DevOps Engineer

DevOps Engineers work to bridge the gap between development and operations teams. They also ensure that software applications are deployed and managed efficiently and effectively. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data processing, and data analysis. By completing this course, you will gain the knowledge and skills needed to deploy and manage software applications that support data-driven decision-making in the cloud.

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Systems Engineer

Systems Engineers design, build, and manage complex systems. They also ensure that systems are secure, reliable, and scalable. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data processing, and data analysis. By completing this course, you will gain the knowledge and skills needed to design and manage systems that support data-driven decision-making in the cloud.

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Machine Learning Engineer

Machine Learning Engineers design, build, and deploy machine learning models. They also ensure that machine learning models are accurate, reliable, and scalable. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data analysis, and machine learning. By completing this course, you will gain the knowledge and skills needed to design and deploy machine learning models that support data-driven decision-making in the cloud.

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Data Privacy Analyst

Data Privacy Analysts are responsible for ensuring that data is collected, used, and stored in a compliant manner. They also ensure that data is protected from unauthorized access. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data security, and data privacy. By completing this course, you will gain the knowledge and skills needed to develop and implement data privacy policies and procedures that support data-driven decision-making in the cloud.

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Data Security Analyst

Data Security Analysts are responsible for ensuring that data is protected from unauthorized access. They also develop and implement data security policies and procedures. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data security, and data analysis. By completing this course, you will gain the knowledge and skills needed to develop and implement data security policies and procedures that support data-driven decision-making in the cloud.

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Data Governance Analyst

Data Governance Analysts are responsible for developing and implementing data governance policies and procedures. They also ensure that data is used in a consistent and ethical manner. The “Dataplex by Google Cloud” course can help you develop the skills needed to succeed in this role, including data management, data analysis, and data security. By completing this course, you will gain the knowledge and skills needed to develop and implement data governance policies and procedures that support data-driven decision-making in the cloud.

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