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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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    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Evaluate & Swap Models in Java ML

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Classification Algorithms, Model Deployment, Machine Learning Software, Applied Machine Learning, Maintainability, Machine Learning Algorithms, Java, Software Design Patterns, Logistic Regression, Business Metrics, Benchmarking, Matrix Management, Business

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Traffic Flow Optimization, Transportation Operations, Civil Engineering, Network Routing, Supply And Demand, Network Analysis, Network Model, Mathematical Modeling, Graph Theory, Economics, Algorithms, Model Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Model Optimization, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Beginner · Project · Less Than 2 Hours

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    Packt

    Advanced Kubernetes - Security, and Large-Scale Deployments

    Skills you'll gain: Kubernetes, Google Cloud Platform, YAML, Cloud Deployment, Data Persistence, Containerization, Application Deployment, Configuration Management, MongoDB, Infrastructure Security, Network Security, Data Storage, Application Security, Application Programming Interface (API), Scalability, Authentications

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Scrimba

    Frontend Job Interview Questions

    Skills you'll gain: Responsive Web Design, LinkedIn, Cascading Style Sheets (CSS), Front-End Web Development, HTML and CSS, Professional Development, Web Presence, Web Development, Javascript, GitHub, Data Structures, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Salesforce

    Manual de estrategias de ventas por conversación para SDR

    Skills you'll gain: Overcoming Objections, Sales Development, Oral Expression, Lead Generation, Consultative Selling, Selling Techniques, Verbal Communication Skills, Prospecting and Qualification, Phone Sales, Cold Calling, General Sales Practices, Sales, Emotional Intelligence, Sales Strategy, Target Audience, Sales Prospecting, Target Market, Data-Driven Marketing, Empathy, Rapport Building

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Digitizing Population Health in Low-Resource Settings

    Skills you'll gain: Health Informatics, Digital Transformation, Health Technology, Public Health, Health Disparities, Medical Privacy, Public Health and Disease Prevention, Health Systems, Health Care, Digital Analysis, Data Governance, Interoperability, Information Technology, Artificial Intelligence, Responsible AI

    Beginner · Course · 1 - 3 Months

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    Packt

    Full Stack Web Development Mastery - Novice to Expert

    Skills you'll gain: Node.JS, Responsive Web Design, JSON, jQuery, Restful API, HTML and CSS, Bootstrap (Front-End Framework), API Design, GitHub, Git (Version Control System), Postman API Platform, Web Design, Javascript and jQuery, Hypertext Markup Language (HTML), Web Development, MongoDB, Back-End Web Development, Full-Stack Web Development, Cascading Style Sheets (CSS), Program Development

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Risk Response and Reporting Effectively

    Skills you'll gain: Risk Control, Risk Management, Risk Mitigation, Risk Analysis, Enterprise Risk Management (ERM), Risk Appetite, Business Risk Management, Threat Management, Internal Controls, Continuous Monitoring, Data Management, Key Performance Indicators (KPIs), Business Reporting, Performance Measurement, Stakeholder Communications

    Intermediate · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    Business Analysis with AI

    Skills you'll gain: Prompt Engineering, Data Ethics, Prompt Patterns, Business Analysis, Responsible AI, Process Analysis, Business Analytics, Data Analysis, Competitive Analysis, Market Research, Anthropic Claude, Generative AI, Business Communication, Gap Analysis, Stakeholder Communications, ChatGPT, Google Gemini, User Story, Forecasting, Decision Making

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    AI in Finance Agent

    Skills you'll gain: Risk Analysis, Financial Forecasting, Governance, Financial Analysis, Predictive Analytics, Automation, Governance Risk Management and Compliance, Financial Management, Forecasting, Compliance Management, Financial Reporting, Risk Management

    Beginner · Course · 1 - 3 Months

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

  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Evaluate & Swap Models in Java ML: Coursera
  • ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.: Pontificia Universidad Católica de Chile
  • Quantization Fundamentals with Hugging Face: DeepLearning.AI
  • Advanced Kubernetes - Security, and Large-Scale Deployments: Packt
  • Frontend Job Interview Questions: Scrimba
  • Manual de estrategias de ventas por conversación para SDR: Salesforce
  • Digitizing Population Health in Low-Resource Settings: Johns Hopkins University
  • Full Stack Web Development Mastery - Novice to Expert: Packt
  • Risk Response and Reporting Effectively: Packt

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