Data Governance with Databricks from Coursera

Data Governance with Databricks is a meticulously designed course to help you understand and implement efficient data governance in your organization. The course begins by familiarizing you with the key principles of data governance and the role of Databricks in facilitating effective governance of data. This is followed by a deep dive into the core components of data governance such as frameworks, policies, roles, and regulatory considerations, as well as data quality and metadata management.

The course is segmented into two distinct modules.

Module 1, "Data Governance and Databricks - Fundamentals", provides a comprehensive understanding of the importance of data governance and the integral role of Databricks in the process. By the end of this module, you will be well-equipped with a fundamental understanding of data governance and the features of Databricks that support governance initiatives.

Module 2, "Data Governance and Databricks - Application", focuses on practical applications of Databricks for data governance. You will learn how to manage data, implement governance workflows, manage metadata, and ensure security in Databricks. The module also explores best practices for data governance using Databricks and culminates with real-world examples and case studies highlighting successful data governance implementations.

This course is perfect for data professionals, data governance analysts, data stewards, IT managers, and anyone interested in improving their organization's data governance using Databricks. Prior knowledge of Databricks is not a prerequisite, making it suitable for beginners as well as experienced professionals seeking to enhance their skills.

By the end of this course, you'll understand the significance of data governance and the ways to leverage Databricks for it. You'll gain the ability to manage data, design governance workflows, and ensure security in Databricks, drawing from best practices and real-world examples.

What's inside

Syllabus

Data Governance and Databricks - Fundamentals

This module serves as your initiation into the realm of data governance and Databricks. Starting from an overview of data governance and its importance, you will delve into its key components, frameworks, and policies. This module will also introduce you to Databricks and its role in facilitating data governance, setting the foundation for the next module's practical application.

Data Governance and Databricks - Application

Building on the fundamentals from the first module, Module 2 takes you on a journey of practical application of data governance using Databricks. You'll learn how to leverage Databricks for data management, implementing governance workflows, and managing data security. The module concludes with best practices for data governance with Databricks and a close look at real-world case studies. By the end of this module, you'll be able to apply your learned knowledge to actual scenarios.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Taught by the respected Board Infinity, a leader in data training

Designed for a broad audience, including data professionals, data governance analysts, data stewards, IT managers, and those seeking to enhance their data governance skills in Databricks

Provides a solid foundation in data governance principles and key components

Emphasizes practical applications of data governance in Databricks, suitable for both beginners and experienced professionals

Provides industry best practices and case studies for effective data governance implementation

Requires no prior knowledge of Databricks, making it accessible to a broader audience

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 Data Governance with Databricks with these activities:

Review basic data governance concepts

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Refreshes foundational knowledge of data governance principles and provides a solid base for the course.

Browse courses on Data Governance

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Review online resources and articles on data governance
Summarize key concepts in your own words
Discuss data governance concepts with peers or colleagues

Follow tutorials on Databricks data governance features

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Offers practical guidance on using Databricks features for data governance, enhancing technical knowledge and proficiency.

Browse courses on Databricks

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Identify relevant Databricks data governance tutorials
Complete tutorials and implement Databricks features in practice
Document your experiences and learnings

Practice creating data governance policies

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Provides hands-on practice in drafting and refining data governance policies, improving understanding and application.

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Identify different types of data governance policies
Develop sample policies based on hypothetical scenarios
Review and refine policies with feedback from peers or mentors

Three other activities

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Create a data governance plan for a hypothetical organization

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Encourages the application of learned concepts by creating a comprehensive data governance plan, fostering critical thinking and problem-solving.

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Define the organization's data governance objectives
Identify stakeholders and their roles in data governance
Develop policies and procedures for data management
Create a data governance framework and implementation plan
Present the data governance plan to stakeholders for feedback and approval

Volunteer at a non-profit organization that specializes in data governance

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Provides real-world experience in data governance, enables students to contribute to a meaningful cause, and fosters a deeper understanding of practical applications.

Browse courses on Data Governance

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Identify non-profit organizations working in data governance
Contact the organizations and inquire about volunteering opportunities
Identify a project or task that aligns with your interests and skills
Dedicate time to volunteering and actively contribute to the project
Reflect on your experiences and how they enhance your understanding of data governance

Contribute to an open-source data governance project

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Engages students in hands-on experience with real-world data governance challenges, fostering problem-solving, collaboration, and practical implementation.

Browse courses on Data Governance

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Identify open-source data governance projects on platforms like GitHub
Review the project documentation and identify areas where you can contribute
Submit pull requests or issues to the project
Collaborate with other contributors and maintainers
Reflect on your contributions and how they advance your data governance knowledge and skills

Career center

Learners who complete Data Governance with Databricks will develop knowledge and skills that may be useful to these careers:

Data Governance Analyst

Data Governance Analysts are responsible for developing and implementing data governance policies and procedures. They work with business stakeholders to understand their data needs and develop data governance strategies. This course will help you to develop the skills and knowledge you need to be a successful Data Governance Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to implement data governance policies and procedures.

See salaries and explore the career path for Data Governance Analyst

Data Architect

Data Architects are responsible for designing and building data management solutions. They work with business stakeholders to understand their data needs and develop data management strategies. This course will help you to develop the skills and knowledge you need to be a successful Data Architect. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to design and build data management solutions.

See salaries and explore the career path for Data Architect

Data Scientist

Data Scientists use data to solve business problems. They work with data to identify trends, build models, and make predictions. This course will help you to develop the skills and knowledge you need to be a successful Data Scientist. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to use data to solve business problems.

See salaries and explore the career path for Data Scientist

Data Engineer

Data Engineers are responsible for building and maintaining data pipelines. They work with data to extract, transform, and load data into data warehouses and other data stores. This course will help you to develop the skills and knowledge you need to be a successful Data Engineer. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to build and maintain data pipelines.

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Database Administrator

Database Administrators are responsible for managing and maintaining databases. They work with data to ensure that it is accurate, secure, and accessible. This course will help you to develop the skills and knowledge you need to be a successful Database Administrator. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to manage and maintain databases.

See salaries and explore the career path for Database Administrator

Business Intelligence Analyst

Business Intelligence Analysts use data to help businesses make better decisions. They work with data to identify trends, build models, and make predictions. This course will help you to develop the skills and knowledge you need to be a successful Business Intelligence Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to use data to help businesses make better decisions.

See salaries and explore the career path for Business Intelligence Analyst

Data Analyst

Data Analysts use data to solve business problems. They work with data to identify trends, build models, and make predictions. This course will help you to develop the skills and knowledge you need to be a successful Data Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to use data to solve business problems.

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Software Engineer

Software Engineers design, develop, and maintain software applications. This course will help you to develop the skills and knowledge you need to be a successful Software Engineer. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to design, develop, and maintain software applications.

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IT Manager

IT Managers are responsible for planning, implementing, and managing IT systems. They work with data to ensure that it is accurate, secure, and accessible. This course will help you to develop the skills and knowledge you need to be a successful IT Manager. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to plan, implement, and manage IT systems.

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Project Manager

Project Managers are responsible for planning, executing, and closing projects. They work with data to track progress, identify risks, and make decisions. This course will help you to develop the skills and knowledge you need to be a successful Project Manager. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to plan, execute, and close projects.

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Business Analyst

Business Analysts use data to help businesses make better decisions. They work with data to identify trends, build models, and make predictions. This course will help you to develop the skills and knowledge you need to be a successful Business Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to use data to help businesses make better decisions.

See salaries and explore the career path for Business Analyst

Data Steward

Data Stewards are responsible for ensuring that data is accurate, complete, and consistent. They work with data to identify and resolve data quality issues. This course will help you to develop the skills and knowledge you need to be a successful Data Steward. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to ensure that data is accurate, complete, and consistent.

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Data Quality Analyst

Data Quality Analysts are responsible for ensuring that data is accurate, complete, and consistent. They work with data to identify and resolve data quality issues. This course will help you to develop the skills and knowledge you need to be a successful Data Quality Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to ensure that data is accurate, complete, and consistent.

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Metadata Manager

Metadata Managers are responsible for managing and maintaining metadata. They work with data to ensure that it is accurate, complete, and consistent. This course will help you to develop the skills and knowledge you need to be a successful Metadata Manager. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to manage and maintain metadata.

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Data Security Analyst

Data Security Analysts are responsible for protecting data from unauthorized access, use, disclosure, disruption, modification, or destruction. They work with data to identify and resolve data security risks. This course will help you to develop the skills and knowledge you need to be a successful Data Security Analyst. You will learn about the key principles of data governance, the role of Databricks in facilitating effective governance of data, and how to protect data from unauthorized access, use, disclosure, disruption, modification, or destruction.

See salaries and explore the career path for Data Security Analyst