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.

Skills you'll gain: Microsoft Copilot, Microsoft Excel, Data Cleansing, Data Visualization Software, Spreadsheet Software, Trend Analysis, Forecasting, Data Manipulation, Sales, Data Analysis, Artificial Intelligence
Beginner · Guided Project · Less Than 2 Hours

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

Google Cloud
Skills you'll gain: Apache Kafka, Data Pipelines, Google Cloud Platform, Java, Public Cloud, Cloud API, Network Analysis
Beginner · Project · Less Than 2 Hours

Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, User Interface (UI)
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Pivot Tables And Charts, Data Presentation, Data Analysis, Data Visualization Software, Data-Driven Decision-Making, Data Sharing, Ad Hoc Reporting, Content Management, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Cloud Storage, Apache Spark, Dashboard, Amazon Web Services, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Data Processing, Extract, Transform, Load, Data Storage, Database Management Systems, Big Data
Beginner · Specialization · 1 - 3 Months

Princeton University
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Computer Programming, Network Routing, Cryptography, Java Programming, Linear Algebra
Intermediate · Course · 3 - 6 Months

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

Board Infinity
Skills you'll gain: Data Lakes, Data Processing, Google Cloud Platform, Data Warehousing, Data Integration, Data Management, Data Pipelines, Data Governance, Analytics, Data Quality, Data Security, Identity and Access Management, Automation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Marketing Analytics, Analytics, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Marketing Strategies, Predictive Modeling, Forecasting, SQL
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud API, Health Informatics, Data Import/Export, Data Mapping, Health Care, Health Information Management, Data Store, Web Development
Intermediate · Project · Less Than 2 Hours

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