Data Engineering

Data engineering is the process of designing, transforming, and architecting data. Businesses rely on data engineers to create organized, meaningful data to make decisions. Start your journey toward a rewarding data engineering career with these resources.

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[Featured Image] Business professionals in a meeting discussing data governance, including how to collect, secure, and ensure the quality of data, with a graph displayed on a TV.

9 In-Demand Data Governance Skills

Discover nine in-demand data governance skills essential for ensuring the safety and appropriate use of data. Explore ways of building your data governance skills to start your career in this important field.

June 20, 2025

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[Featured Image] A team in a meeting at a workplace, discussing the best data privacy certification.

Your Guide to the Best Data Privacy Certification

The best data privacy certification for you depends on your goals and the value you place on certification. Explore four data privacy certifications from some of the leading organizations in data privacy.

June 14, 2025

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[Featured Image] Professionals in a workspace reviewing data charts while discussing certified data protection officer responsibilities.

What Is a Certified Data Protection Officer and How Do You Become One?

Certified data protection officers stand between sensitive, secure data and external and internal threats. Explore how to take on this vital, in-demand role and the benefits of certification.

June 5, 2025

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[Featured Image] Business professionals in a meeting discussing data governance, including how to collect, secure, and ensure the quality of data, with a graph displayed on a TV.

9 In-Demand Data Governance Skills

Discover nine in-demand data governance skills essential for ensuring the safety and appropriate use of data. Explore ways of building your data governance skills to start your career in this important field.

June 20, 2025

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[Featured Image] A team in a meeting at a workplace, discussing the best data privacy certification.

Your Guide to the Best Data Privacy Certification

The best data privacy certification for you depends on your goals and the value you place on certification. Explore four data privacy certifications from some of the leading organizations in data privacy.

June 14, 2025

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Get started with these courses

IBM

您将获得的技能: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Apache Spark, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Database Design, Data Processing, SQL, NoSQL, Data Security, Data Science

多位教师

您将获得的技能: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management

类别：顶级 AI 计划

IBM

您将获得的技能: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Database Management, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science

类别：工作技能
[Featured Image] Technicians in a technological workspace, reviewing data on a tablet, demonstrating the responsibilities and skills of a data center technician.

Data Center Technician Salary: Your 2026 Guide

A data center technician keeps data servers and hardware networks operating properly. Learn how much you can earn as a data center technician based on factors such as education, experience, location, job title, and industry.

June 5, 2025

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[Featured Image] IT professionals in a work environment reviewing data management charts on a TV while discussing Data Stewardship and Data Governance.

Data Stewardship vs. Data Governance: What’s the Difference?

Explore the key differences between data governance and data stewardship to strengthen your data management approach.

May 30, 2025

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[Featured Image]: Two workers collaborate on optimizing DataOps workflows to streamline data management and automation for efficient insights.

Understanding DataOps

DataOps can improve data quality, performance, and team collaboration within your organization. Learn how DataOps can improve your data management pipelines by streamlining processes throughout the data lifecycle.

April 21, 2025

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[Featured Image] A data warehouse developer works on their laptop in a server room.

How to Become a Data Warehouse Developer

Discover the skills, experience, and education you need to begin a career as a data warehouse developer and explore your potential salary and job outlook.

April 21, 2025

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[Featured Image] Cloud data engineers collaborating in a professional environment, smiling while working together on cloud-based data solutions.

Cloud Data Engineer Salary: Your 2026 Guide

Learn how factors such as type of industry, skills, education, and more shape your earnings as a cloud data engineer in 2026.

March 18, 2025

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[Featured Image] A professor teaches a business analyst class about Azure Synapse.

Azure Synapse: An Introduction to Data Warehousing and Big Data Analytics

Explore Azure Synapse, Microsoft’s unified analytics platform. Learn about its features, use cases, architecture, integration with other Azure services, and how to elevate your data analytics skills.

March 18, 2025

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[Featured Image] Coworkers discussing the concept of serialization in an office environment, one explaining the process while pointing at a computer screen displaying code.

Serialization: Understanding Its Role in Python, Java, and Data Management

Explore how serialization works in programming, discover its role in Python, Java, and data management, and learn more about its common uses.

March 18, 2025

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[Featured Image] A data architect studies financial data on a computer display.

How to Become a Data Architect

Data architects are important members of an IT team. Learn more about how to become a data architect, including what types of responsibilities data architects have, what skills you need, and what the average data architect salary is.

March 18, 2025

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[Feature Image] Data professionals gather to discuss their ongoing deduplication strategy.

Understanding Deduplication: Improving Efficiency with Data Hygiene

Learn what deduplication is and how it benefits organizations. Plus, explore different types and methods along with questions to consider when choosing your strategy.

March 17, 2025

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[Featured Image] Professionals in a workspace reviewing data charts while discussing certified data protection officer responsibilities.

What Is a Certified Data Protection Officer and How Do You Become One?

Certified data protection officers stand between sensitive, secure data and external and internal threats. Explore how to take on this vital, in-demand role and the benefits of certification.

June 5, 2025

文章

[Featured Image] Technicians in a technological workspace, reviewing data on a tablet, demonstrating the responsibilities and skills of a data center technician.

Data Center Technician Salary: Your 2026 Guide

A data center technician keeps data servers and hardware networks operating properly. Learn how much you can earn as a data center technician based on factors such as education, experience, location, job title, and industry.

June 5, 2025

文章

[Featured Image] IT professionals in a work environment reviewing data management charts on a TV while discussing Data Stewardship and Data Governance.

Data Stewardship vs. Data Governance: What’s the Difference?

Explore the key differences between data governance and data stewardship to strengthen your data management approach.

May 30, 2025

文章

[Featured Image]: Two workers collaborate on optimizing DataOps workflows to streamline data management and automation for efficient insights.

Understanding DataOps

DataOps can improve data quality, performance, and team collaboration within your organization. Learn how DataOps can improve your data management pipelines by streamlining processes throughout the data lifecycle.

April 21, 2025

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[Featured Image] A data warehouse developer works on their laptop in a server room.

How to Become a Data Warehouse Developer

Discover the skills, experience, and education you need to begin a career as a data warehouse developer and explore your potential salary and job outlook.

April 21, 2025

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[Featured Image] Cloud data engineers collaborating in a professional environment, smiling while working together on cloud-based data solutions.

Cloud Data Engineer Salary: Your 2026 Guide

Learn how factors such as type of industry, skills, education, and more shape your earnings as a cloud data engineer in 2026.

March 18, 2025

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[Featured Image] A professor teaches a business analyst class about Azure Synapse.

Azure Synapse: An Introduction to Data Warehousing and Big Data Analytics

Explore Azure Synapse, Microsoft’s unified analytics platform. Learn about its features, use cases, architecture, integration with other Azure services, and how to elevate your data analytics skills.

March 18, 2025

文章

[Featured Image] Coworkers discussing the concept of serialization in an office environment, one explaining the process while pointing at a computer screen displaying code.

Serialization: Understanding Its Role in Python, Java, and Data Management

Explore how serialization works in programming, discover its role in Python, Java, and data management, and learn more about its common uses.

March 18, 2025

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[Featured Image] A data architect studies financial data on a computer display.

How to Become a Data Architect

Data architects are important members of an IT team. Learn more about how to become a data architect, including what types of responsibilities data architects have, what skills you need, and what the average data architect salary is.

March 18, 2025

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[Feature Image] Data professionals gather to discuss their ongoing deduplication strategy.

Understanding Deduplication: Improving Efficiency with Data Hygiene

Learn what deduplication is and how it benefits organizations. Plus, explore different types and methods along with questions to consider when choosing your strategy.

March 17, 2025

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In today's data-driven world, professionals skilled in data disciplines are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within data engineering to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of data engineering, big data, and database administration courses for beginners and experienced professionals.

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