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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


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    Northeastern University

    Designing Engaging Dashboards for Healthcare Analytics

    Skills you'll gain: Data Storytelling, Dashboard, Data Visualization, Dashboard Creation, Data Presentation, Interactive Data Visualization, Infographics, Data Literacy, Tableau Software, Data Visualization Software, Presentations, Storytelling, Data Analysis, Health Informatics, Stakeholder Communications

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Responsible AI for Everyone

    Skills you'll gain: Responsible AI, Data Ethics, Governance, Governance Risk Management and Compliance, Artificial Intelligence, Accountability, Accountability Frameworks, Risk Analysis, Data Governance, Risk Management, Risk Mitigation, Decision Making, Model Evaluation, Compliance Auditing, Auditing, Python Programming, Pandas (Python Package)

    Beginner · Course · 1 - 4 Weeks

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    Google

    Google Project Management (PT)

    Skills you'll gain: Cost Management, Quality Management, Backlogs, Project Closure, Team Management, Project Planning, Sprint Retrospectives, Project Scoping, Team Leadership, Scope Management, Project Implementation, Initiative and Leadership, Project Management Life Cycle, Agile Project Management, Project Risk Management, Agile Software Development, Requirements Analysis, Change Management, Project Management, Organizational Change

    4.9
    Rating, 4.9 out of 5 stars
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    2.6K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    GenAI for Mobile App Developers (iOS, Android)

    Skills you'll gain: Mobile Development, Generative AI, Application Development, AI literacy, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Data Ethics, Automation, Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Generative AI for Developers: All you need to know!

    Skills you'll gain: Prompt Engineering, GitHub Copilot, ChatGPT, Responsible AI, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Application Development, AI Integrations, Web Applications, Scripting, Python Programming, Test Script Development, Tool Calling, GitHub, Jupyter

    Intermediate · Specialization · 1 - 4 Weeks

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    Lund University

    Artificial Intelligence: Ethics & Societal Challenges

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI literacy, Social Impact, Algorithms, Ethical Standards And Conduct, Information Privacy, Political Sciences, Electronic Media, Robotics

    4.7
    Rating, 4.7 out of 5 stars
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    367 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Machine Learning and AI Applications in Healthcare

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Responsible AI, Power BI, Microsoft Azure, Machine Learning Software, Image Analysis, Data Visualization Software, Data Presentation, Data Visualization, Dashboard Creation, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Health Equity, Medical Imaging, Predictive Analytics, Azure Synapse Analytics, Predictive Modeling

    Intermediate · Course · 1 - 4 Weeks

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    New York Institute of Finance

    Credit Risk Management: Frameworks and Strategies

    Skills you'll gain: Credit Risk, Risk Mitigation, Risk Analysis, Financial Analysis, Financial Statement Analysis, Risk Modeling, Financial Statements, Portfolio Risk, Risk Control, Risk Management, Business Risk Management, Risk Management Framework, Securities (Finance), Derivatives, Business Metrics, Analysis, Balance Sheet, Market Data, Portfolio Management, Market Trend

    4.7
    Rating, 4.7 out of 5 stars
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    457 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    AI-900 - Azure AI Fundamentals and Two Practice Tests

    Skills you'll gain: AI Workflows, AI literacy, Model Training, Responsible AI, Model Evaluation, Classification Algorithms

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Software Engineering: Software Design and Project Management

    Skills you'll gain: Software Design Patterns, Software Architecture, Software Development Life Cycle, Software Quality Assurance, Software Quality (SQA/SQC), Software Design, Software Engineering, Quality Assurance, Systems Analysis, Object Oriented Design, Systems Design, Project Management, Project Planning, Systems Architecture, Unified Modeling Language, Diagram Design

    4.6
    Rating, 4.6 out of 5 stars
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    219 reviews

    Intermediate · Course · 1 - 3 Months

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    Maven Analytics

    Complete Visual Guide to Machine Learning

    Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Model Training, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Model Optimization, Classification Algorithms, Statistical Analysis, Data Science, Machine Learning Methods, Forecasting, Statistical Methods, Data Preprocessing, Data Mining, Machine Learning, Supervised Learning, Business Intelligence

    Beginner · Course · 1 - 3 Months

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    Packt

    Google Analytics 4: Smart Rules for Beginners and Analysts

    Skills you'll gain: Google Analytics, Analytical Skills, Web Analytics, Analysis, Marketing Analytics, Data-Driven Decision-Making, Analytics, Data Analysis, Event Monitoring, Data Collection, Data Capture

    Beginner · Course · 3 - 6 Months

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

  • Designing Engaging Dashboards for Healthcare Analytics: Northeastern University
  • Responsible AI for Everyone: Edureka
  • Google Project Management (PT): Google
  • GenAI for Mobile App Developers (iOS, Android): Coursera
  • Generative AI for Developers: All you need to know!: Pearson
  • Artificial Intelligence: Ethics & Societal Challenges: Lund University
  • Machine Learning and AI Applications in Healthcare: Microsoft
  • Credit Risk Management: Frameworks and Strategies: New York Institute of Finance
  • AI-900 - Azure AI Fundamentals and Two Practice Tests: Packt
  • Software Engineering: Software Design and Project Management: The Hong Kong University of Science and Technology

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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