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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
    J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Agentic AI Content for Practitioners: Software

    Skills you'll gain: LangChain, GitHub Copilot, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, AI Integrations, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, Test Automation, AI Product Strategy, Agentic systems, Enterprise Application Management, Continuous Monitoring, Technology Strategies, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Geneva

    Chemical Biology

    Skills you'll gain: Biochemistry, Biochemical Assays, Molecular Biology, Cell Biology, Chemistry, Biotechnology, Analytical Testing, Biological Engineering, Laboratory Research, Scientific Visualization, Biology, Specimen Labeling, Drug Development

    4.6
    Rating, 4.6 out of 5 stars
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    173 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Introduction to Generative AI in Finance

    Skills you'll gain: Generative AI, Fraud detection, Generative Model Architectures, AI Personalization, Financial Regulation, Law, Regulation, and Compliance, Regulatory Compliance, Predictive Analytics, Financial Services, Financial Regulations, AI Security, Personalized Service, Payroll Reporting, Financial Trading, Market Data, Retail Banking, Predictive Modeling, Financial Reporting, Prompt Engineering, FinTech

    3.8
    Rating, 3.8 out of 5 stars
    ·
    92 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Fine-tuning, Model Deployment, Model Training, Transfer Learning, Generative Model Architectures, Prompt Engineering, Model Optimization, Generative AI, AI Integrations, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), AI Security, Responsible AI, Scalability, Machine Learning

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Artificial Intelligence All-in-One For Dummies

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Personalization, Generative Model Architectures, ChatGPT, Prompt Engineering Tools, Data Ethics, GitHub Copilot, Vibe coding, Artificial Intelligence, Microsoft Copilot, AI powered creativity, AI Enablement, Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Content Creation, Natural Language Processing

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Mind and Machine

    Skills you'll gain: Problem Solving, Agentic systems, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Artificial Neural Networks, Statistical Modeling, Probability Distribution, Decision Intelligence, Convolutional Neural Networks, Logical Reasoning, Algorithms, Human Development, Behavioral Economics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Theoretical Computer Science, Psychology

    4.4
    Rating, 4.4 out of 5 stars
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    374 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    ESG Risks and Opportunities

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management Framework, Risk Analysis, Risk Management, Portfolio Risk, Case Studies, Stakeholder Engagement, Business Risk Management, Stakeholder Management, Governance Risk Management and Compliance, Corporate Sustainability, Investment Management, Portfolio Management, Financial Data, Investments, Financial Analysis, Sustainable Business, Finance, Market Data, Performance Measurement

    4.6
    Rating, 4.6 out of 5 stars
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    782 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Applied Machine Learning, Deep Learning, C and C++, Memory Management, Performance Tuning, C++ (Programming Language), Dataflow, Digital Signal Processing, Linear Algebra, Distributed Computing, Hardware Architecture, Programming Principles, Computer Architecture, System Programming, Program Development, Machine Learning

    Build toward a degree

    3
    Rating, 3 out of 5 stars
    ·
    211 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Video Editing & Filmmaking Masterclass

    Skills you'll gain: Cinematography, Adobe After Effects, Videography, Video Editing, Post-Production, Video Production, TikTok, Color Matching, Storytelling, Photo/Video Production and Technology, Data Storage, Motion Graphics, Data Storage Technologies, Animations, Timelines, Visual Storytelling, Editing, Conceptual Design, Ideation, Content Creation

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Autodesk, Construction, Engineering Documentation, Architecture and Construction, Building Design, Architectural Drawing, Collaborative Software, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Construction Management, Collaboration, 3D Modeling, Information Management, Data Modeling, Data Visualization

    4.1
    Rating, 4.1 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Hacking and Patching

    Skills you'll gain: Penetration Testing, Exploit development, Metasploit, Application Security, Security Testing, Cyber Security Assessment, Vulnerability Scanning, Brute-force attacks, Secure Coding, Exploitation techniques, Software Design Patterns, Vulnerability Assessments, Memory Management, Amazon Web Services, SQL, Amazon Elastic Compute Cloud, Operating Systems, Data Validation

    4
    Rating, 4 out of 5 stars
    ·
    279 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced Methods in Machine Learning Applications: Johns Hopkins University
  • Agentic AI Content for Practitioners: Software: Coursera
  • Chemical Biology: University of Geneva
  • Introduction to Generative AI in Finance: Coursera
  • Decoding Large Language Models: Packt
  • Artificial Intelligence All-in-One For Dummies: John Wiley & Sons
  • Mind and Machine: University of Colorado Boulder
  • ESG Risks and Opportunities: University of Pennsylvania
  • GPU Programming: Johns Hopkins University
  • Video Editing & Filmmaking Masterclass: Skillshare

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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