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  • Data Modeling

Data Modeling Courses

Data modeling courses can help you learn how to create data structures, define relationships between data elements, and ensure data integrity. You can build skills in normalization, schema design, and data visualization techniques. Many courses introduce tools like SQL for database management, ERD tools for visualizing data relationships, and software like Tableau for data analysis, showing how these skills are applied in practical work.

Popular Data Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Trustworthy Generative AI

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI powered creativity, ChatGPT, Ideation, Verification And Validation, Responsible AI, Generative AI, Risking, AI literacy

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    J

    John Wiley & Sons

    Foundations of Machine Learning: Concepts, Tools, and Math

    Skills you'll gain: Data Literacy, Responsible AI, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Unstructured Data, Generative AI, Machine Learning Algorithms, Model Training, NumPy, Python Programming, Data Science, Scalability, Artificial Intelligence, Supervised Learning, Data Preprocessing, Unsupervised Learning, Feature Engineering, Algorithms

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    U

    University of Michigan

    Rethink How You Decide with AI

    Skills you'll gain: Decision Intelligence, AI literacy, Decision Making, Independent Thinking, Strategic Decision-Making, Generative AI, Critical Thinking, Systems Thinking, Strategic Thinking, Dealing With Ambiguity, Cost Benefit Analysis, Problem Solving, Decision Support Systems, Resource Allocation, Planning, Return On Investment, Self-Awareness, Adaptability, Goal Setting, Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Performance Optimization & Analytics

    Skills you'll gain: Email Automation, A/B Testing, Email Marketing, Target Audience, Marketing Automation, Data-Driven Marketing, Marketing Analytics, Content Performance Analysis, Campaign Management, Marketing Effectiveness, Marketing Strategies, Conversion Funnel Analysis, Statistical Analysis, Content Marketing, HubSpot CRM, Content Optimization, Statistical Hypothesis Testing, Content Strategy, Journey Mapping, Newsletters

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI for Good

    Skills you'll gain: Model Evaluation, Fine-tuning, Disaster Recovery, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Image Analysis, Machine Learning Algorithms, Model Training, Data Ethics, Responsible AI, Emergency Response, Climate Change Adaptation, Artificial Intelligence, Machine Learning, Applied Machine Learning, Computer Vision, Supervised Learning, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    619 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    U

    University of Michigan

    Systems Thinking for AI & Automation

    Skills you'll gain: Generative AI, AI Workflows, Workflow Management, Information Architecture, Artificial Intelligence, Systems Thinking, Record Keeping, Strategic Thinking, Cost Benefit Analysis, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Data Structures, Python Programming, Data Analysis, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    934 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    D

    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Logistic Regression, Machine Learning Methods, Transfer Learning, Reinforcement Learning, Convolutional Neural Networks, Deep Learning, Image Analysis, Applied Machine Learning, Model Training, Natural Language Processing, Machine Learning, Model Optimization, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    V

    Vanderbilt University

    Honors AI Foundations for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Creating Dashboards and Storytelling with Tableau

    Skills you'll gain: Data Storytelling, Dashboard Creation, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Stakeholder Engagement, Storyboarding, Data Quality, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google

    Use AI as a Creative or Expert Partner

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI powered creativity, Generative AI Agents, AI Personalization, LLM Application, Agentic Workflows, Ideation, Scenario Testing, Solution Design, Software Versioning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    NVIDIA

    AI Infrastructure and Operations Fundamentals

    Skills you'll gain: Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Management, Generative AI, AI Orchestration, Cloud Deployment, Infrastructure Architecture, Cloud Infrastructure, Cloud Computing, AI Workflows, Devops Tools, Data Infrastructure, AI literacy, Deep Learning, Information Technology Operations, Machine Learning, Network Infrastructure, Data Centers

    4.6
    Rating, 4.6 out of 5 stars
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    501 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Trustworthy Generative AI: Vanderbilt University
  • Foundations of Machine Learning: Concepts, Tools, and Math: John Wiley & Sons
  • Rethink How You Decide with AI: University of Michigan
  • Performance Optimization & Analytics: Coursera
  • AI for Good: DeepLearning.AI
  • Systems Thinking for AI & Automation: University of Michigan
  • Algorithms for DNA Sequencing: Johns Hopkins University
  • Introduction to Machine Learning: Duke University
  • Honors AI Foundations for High School Students: Vanderbilt University
  • Creating Dashboards and Storytelling with Tableau: University of California, Davis

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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