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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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    Coursera

    Mastering Advanced SQL Queries

    Skills you'll gain: SQL, Query Languages, Prompt Engineering, Generative AI, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for DevOps Practitioners

    Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, CI/CD, DevSecOps, Jenkins, Software Documentation, Terraform, Kubernetes, Prompt Engineering, Automation, Innovation, Productivity

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Web Logs with Kibana & Elasticsearch

    Skills you'll gain: Kibana, Dashboard, Interactive Data Visualization, Data Presentation, Data Storytelling, Web Analytics, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Business Intelligence, Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Identify Damaged Car Parts with Vertex AutoML Vision

    Skills you'll gain: Applied Machine Learning, Google Cloud Platform, Image Analysis, MLOps (Machine Learning Operations), Computer Vision, Predictive Modeling, Machine Learning, Cloud Storage, Cloud API

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    Rating, 5 out of 5 stars
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    Intermediate · Project · Less Than 2 Hours

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    Universidad de los Andes

    Visión artificial contemporánea

    Skills you'll gain: Computer Vision, Image Analysis, Generative AI, Deep Learning, Augmented and Virtual Reality (AR/VR), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Unsupervised Learning

    Build toward a degree

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    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning - Artificial Neural Networks with TensorFlow

    Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Supervised Learning, Machine Learning, NumPy, Regression Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Harnessing LLMs & Text-Embeddings API with Google Vertex AI

    Skills you'll gain: LLM Application, Large Language Modeling, Google Cloud Platform, Cloud API, Prompt Engineering, Application Programming Interface (API), Unsupervised Learning, Interactive Data Visualization, Natural Language Processing, Applied Machine Learning, Data Processing, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    Google Cloud

    Accelerate Migration from Control-M to Apache Airflow with DAGify

    Skills you'll gain: Apache Airflow, Data Migration, Data Pipelines, Cloud Development, Development Environment

    Intermediate · Project · Less Than 2 Hours

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    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Tensorflow, Image Analysis, Artificial Neural Networks, Application Deployment, Data Processing, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    GenAI for Compensation: Smarter Pay Equity Analysis

    Skills you'll gain: Google Gemini, Workforce Planning, Anthropic Claude, Human Resources, Artificial Intelligence, Human Resource Strategy, Forecasting, Mitigation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Computer Vision, Artificial Intelligence, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning in the Enterprise - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Data Governance, Google Cloud Platform, Workflow Management, Applied Machine Learning, Data Pipelines, Data Processing, Predictive Modeling, Machine Learning, Feature Engineering, Personalized Service, Continuous Monitoring

    Intermediate · Course · 1 - 3 Months

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

  • Mastering Advanced SQL Queries: Coursera
  • GenAI for DevOps Practitioners: Coursera
  • Analyze Web Logs with Kibana & Elasticsearch: EDUCBA
  • Identify Damaged Car Parts with Vertex AutoML Vision: Google Cloud
  • Visión artificial contemporánea: Universidad de los Andes
  • Deep Learning - Artificial Neural Networks with TensorFlow: Packt
  • Harnessing LLMs & Text-Embeddings API with Google Vertex AI: Packt
  • Accelerate Migration from Control-M to Apache Airflow with DAGify: Google Cloud
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • GenAI for Compensation: Smarter Pay Equity Analysis: Coursera

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