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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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    Duke University

    R을 사용한 확률 및 데이터 소개

    Skills you'll gain: Exploratory Data Analysis, Sampling (Statistics), Statistical Inference, R (Software), Probability Distribution, R Programming, Bayesian Statistics, Probability, Data Analysis, Statistical Analysis, Descriptive Statistics

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, Large Language Modeling, Prompt Engineering, Artificial Neural Networks, Deep Learning, Natural Language Processing, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for PR Specialists

    Skills you'll gain: Generative AI Agents, Public Relations, Content Creation, Responsible AI, Marketing and Public Relations, Media Relations, Productivity Software, Crisis Management, Prompt Engineering, Team Leadership, Promotions and Campaigns, Social Media Campaigns

    4
    Rating, 4 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction Course to Autoencoders, VAEs, and GANs

    Skills you'll gain: Generative AI, Generative Model Architectures, Deep Learning, Tensorflow, Applied Machine Learning, Artificial Neural Networks, Unsupervised Learning, Image Quality

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Building Production-Ready Apps with Large Language Models

    Skills you'll gain: Prompt Engineering, LLM Application, Responsible AI, Application Deployment, Application Development, Large Language Modeling, Artificial Intelligence, Generative AI, Open Source Technology, Application Security, Continuous Monitoring

    4
    Rating, 4 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Getting Started with Amazon Personalize

    Skills you'll gain: AI Personalization, Amazon Web Services, Amazon S3, Predictive Modeling, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Data Structures, Computational Logic, Debugging, Computational Thinking, Maintainability

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Customer Analysis, Data Presentation, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data Cleansing, Data Manipulation, Advertising, Classification And Regression Tree (CART), Digital Advertising, Machine Learning Methods, Performance Analysis, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Advanced CNNs, Transfer Learning, and Recurrent Networks

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Computer Vision, Natural Language Processing, Network Architecture, Medical Imaging

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    U

    University of Michigan

    Generative AI Teach-Out

    Skills you'll gain: ChatGPT, Generative AI, AI Product Strategy, Large Language Modeling, Responsible AI, Artificial Intelligence, Natural Language Processing, Economics, Policy, and Social Studies, Law, Regulation, and Compliance, Social Sciences, Ethical Standards And Conduct, Healthcare Industry Knowledge

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Mixed · Course · 1 - 4 Weeks

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    B

    Board Infinity

    The Rise of Generative AI

    Skills you'll gain: Generative AI, Artificial Neural Networks, Generative Model Architectures, Artificial Intelligence, ChatGPT, Large Language Modeling, Deep Learning, Machine Learning, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • R을 사용한 확률 및 데이터 소개: Duke University
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • GenAI for PR Specialists: Coursera
  • Introduction Course to Autoencoders, VAEs, and GANs: Simplilearn
  • Building Production-Ready Apps with Large Language Models: Coursera
  • Getting Started with Amazon Personalize: Amazon Web Services
  • BiteSize Python for Absolute Beginners: Flow Controls: University of Colorado Boulder
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Advanced CNNs, Transfer Learning, and Recurrent Networks: Packt
  • Python: Master House Price Prediction with Linear Regression: EDUCBA

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