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Data Architecture Courses

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.


Popular Data Architecture Courses and Certifications


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    EDUCBA

    Build A Data Warehouse in Azure

    Skills you'll gain: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 3 Months

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    Northeastern University

    Data-Driven Systems: DBMS, SQL & Data Modeling

    Skills you'll gain: Database Design, Database Systems, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Data Management, Performance Tuning, Software Architecture, Conceptual Design

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    University of Pennsylvania

    Intro to Data Analytics, SQL, and EDA Using Python

    Skills you'll gain: SQL, Data Analysis, Seaborn, Exploratory Data Analysis, Analytics, Data Visualization, Data Visualization Software, Matplotlib, Data Storage, Pandas (Python Package), Big Data, Data Science, Data Management, Data Manipulation, Data Cleansing, NumPy

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Advanced Microservices Architecture, Deployment & Resilience

    Skills you'll gain: Microservices, CI/CD, Continuous Deployment, Containerization, Serverless Computing, Continuous Integration, Docker (Software), Kubernetes, Event-Driven Programming, Transaction Processing, Redis, Software Architecture, Distributed Computing, Scalability, Amazon Web Services, System Monitoring, Software Design Patterns, Data Integrity, Real Time Data

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Security Architecture

    Skills you'll gain: IT Security Architecture, Network Security, Infrastructure Security, Software-Defined Networking, Application Security, Zero Trust Network Access, Network Architecture, Threat Modeling, Cybersecurity, Enterprise Architecture, Security Controls, Secure Coding, Cloud Security, Scenario Testing, Cryptography, Vulnerability Assessments

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Fractal Analytics

    Data Frameworks for Generative AI

    Skills you'll gain: Data Ethics, Generative AI, LLM Application, Artificial Intelligence, Data Structures, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

  • E

    EIT Digital

    Software Architecture for the Internet of Things

    Skills you'll gain: Software Architecture, Functional Requirement, Requirements Analysis, Internet Of Things, Software Design Patterns, User Requirements Documents, Android Development, Application Frameworks, Maintainability, Interoperability, Software Quality (SQA/SQC)

    4.3
    Rating, 4.3 out of 5 stars
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    250 reviews

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Mart, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis

    Mixed · Course · 1 - 3 Months

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    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Transact-SQL, Microsoft SQL Servers, Data Storage, Data Presentation, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Cloud Computing Architecture, Process Optimization, Data Modeling, System Monitoring, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Advanced Data Management in Azure Databricks

    Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

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    Northeastern University

    Data Management and Database Design Part 2

    Skills you'll gain: Data Governance, Database Management, Database Architecture and Administration, Data Management, Data Warehousing, Database Design, SQL, Transaction Processing, Stored Procedure, Data Security, Disaster Recovery, Encryption, Server Side, Data Encryption Standard, Data Integrity, Graph Theory

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data architecture courses

  • Build A Data Warehouse in Azure: EDUCBA
  • Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
  • Intro to Data Analytics, SQL, and EDA Using Python: University of Pennsylvania
  • Advanced Microservices Architecture, Deployment & Resilience: Packt
  • Advanced Security Architecture: Packt
  • Data Frameworks for Generative AI: Fractal Analytics
  • Data Warehousing and Integration Part 2: Northeastern University
  • Software Architecture for the Internet of Things: EIT Digital
  • Data Warehousing and Integration Part 1: Northeastern University
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera

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