Data architecture courses can help you learn data modeling, database design, data warehousing, and cloud storage solutions. You can build skills in optimizing data flow, ensuring data integrity, and implementing data governance practices. Many courses introduce tools like SQL for database management, Apache Hadoop for big data processing, and ETL (Extract, Transform, Load) tools for data integration, demonstrating how these skills are applied in practical work.

Google Cloud
Skills you'll gain: Data Pipelines, Extract, Transform, Load, Dataflow, Google Cloud Platform, Data Processing, Apache Airflow, Apache Spark, Apache Hadoop, Serverless Computing, Data Transformation, Data Migration, Big Data, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Business Analytics, Dashboard, Data Analysis, Data Storytelling, Google Analytics, Marketing Analytics, Data-Driven Decision-Making, Business Metrics, Data Integration, Google Ads
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Data Processing, Data Integration, Google Cloud Platform, Data Transformation, JSON, SQL, Jupyter, Analytics
Advanced · Course · 1 - 3 Months

University of Glasgow
Skills you'll gain: Data-Driven Decision-Making, Agile Methodology, Strategic Leadership, Business Transformation, Strategic Decision-Making, Leadership, Leadership Development, Organizational Leadership, Leadership and Management, Team Leadership, Decision Making, Cross-Functional Collaboration, Organizational Structure, Complex Problem Solving
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Site Reliability Engineering, Google Cloud Platform, Kubernetes, Real Time Data, Big Data, Data Infrastructure, CI/CD, Performance Tuning, Data Pipelines, Databases, Containerization, Data Processing, DevOps, Scalability, Cloud Storage, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kotlin, Application Development, Software Documentation, Programming Principles, Data Validation, Computational Logic, Data Mapping
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: API Design, Back-End Web Development, Secure Coding, Data Security, Application Programming Interface (API), Restful API, Server Side, IT Infrastructure, Application Security, Infrastructure Security, Data Integrity, Servers, OAuth, Cloud Security, Server Administration, System Configuration, Encryption, Authentications, Authorization (Computing)
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Power BI, Strategic Decision-Making, Interactive Data Visualization, Tableau Software, Storytelling, Data-Driven Decision-Making, Executive Presence, Business Intelligence, User Feedback, Data Visualization, Presentations, Constructive Feedback, Analytics, Customer Insights, Data Structures
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL
Beginner · Course · 1 - 3 Months

Skills you'll gain: ASP.NET, Application Deployment, Microsoft Azure, Multi-Tenant Cloud Environments, Cloud Applications, Full-Stack Web Development, User Interface (UI) Design, PostgreSQL, Web Applications, Database Development, Data Migration, Development Environment, Authentications
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Continuous Monitoring, Cloud Security, Cloud Storage, Data Security, Data Loss Prevention, Personally Identifiable Information, Google Cloud Platform, Data Management
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Looker (Software), Spatial Data Analysis, Data Import/Export, Data Visualization, Query Languages, Data Integration, Data Mapping, Big Data, Geographic Information Systems
Beginner · Project · Less Than 2 Hours