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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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    Coursera

    Deploying and Maintaining Production AI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Dashboard Creation, Generative AI, Dependency Analysis, Dashboard, Application Deployment, Continuous Deployment, Model Training, Responsible AI, Site Reliability Engineering, Release Management, Kubernetes, Application Performance Management, CI/CD, Performance Analysis, Continuous Monitoring, Automation, Cloud Platforms, Data-Driven Decision-Making

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Design & Optimize SQL Database Schemas

    Skills you'll gain: Database Design, Database Development, Query Languages, SQL, Database Architecture and Administration, Data Modeling, Database Management

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    C# for .NET Developers

    Skills you'll gain: .NET Framework, C (Programming Language)

    4.1
    Rating, 4.1 out of 5 stars
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    311 reviews

    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, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Model Training, Tensorflow, Network Architecture, Artificial Intelligence, Model Optimization, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

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    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Care Administration, Clinical Data Management, Data Analysis, Interoperability, Data Ethics, Health Systems, Health Technology, Patient-centered Care, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    143 reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    Building Cloud Services with the Java Spring Framework

    Skills you'll gain: Spring Framework, Object-Relational Mapping, Cloud Security, Java, Java Programming, Scalability, Cloud Development, Cloud Applications, Cloud API, Secure Coding, Web Services, Cloud Services, Cloud Computing, Cloud Computing Architecture, JSON, Cloud Deployment, Java Platform Enterprise Edition (J2EE), Data Security, Web Servers, Restful API

    4.3
    Rating, 4.3 out of 5 stars
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    253 reviews

    Intermediate · Course · 1 - 4 Weeks

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    HEC Paris

    Become a changemaker, build a career with purpose and impact

    Skills you'll gain: Self-Awareness, Innovation, Personal Development, Social Impact, Sustainable Development, Empowerment, Entrepreneurship, Action Oriented, Community Development, Social Work, Culture Transformation, Visionary, Business Modeling, Proactivity, Corporate Sustainability, Goal Setting, Problem Solving, Planning, Business

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    STARWEAVER

    Accounting and Financial Modelling Bootcamp

    Skills you'll gain: Financial Statements, Financial Modeling, Business Valuation, Financial Analysis, Financial Statement Analysis, Income Statement, Gross Profit, Microsoft Excel, Accounting, Bookkeeping, Balance Sheet, Investment Management, General Accounting, Business Metrics, Finance, Cash Flows, Strategic Decision-Making, Portfolio Risk, Excel Formulas, Revenue Forecasting

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Specialization · 1 - 3 Months

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    Interactive Brokers

    Investing using Value, Growth, Momentum and Economics

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Acumen, Investments, Supply And Demand, Real Estate, Risk Management, Market Dynamics, Market Trend, Portfolio Risk, Growth Strategies, Market Data, Business Economics, Economics, Business Metrics, Business Valuation, Compensation Analysis, Technical Analysis, Research

    4.6
    Rating, 4.6 out of 5 stars
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    64 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Analyze Agent Performance: Build and Test

    Skills you'll gain: Statistical Hypothesis Testing, LangChain, AI Orchestration, Generative AI Agents, CrewAI, Statistical Methods, Agentic Workflows, Statistical Analysis, Data Transformation, Agentic systems, Statistical Inference, Business Intelligence, Key Performance Indicators (KPIs), Data-Driven Decision-Making, Performance Metric, Descriptive Analytics, Data Analysis, Correlation Analysis, Event Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Intel

    An Introduction to Practical Deep Learning

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Model Optimization, Recurrent Neural Networks (RNNs), Fine-tuning, Image Analysis, Generative Adversarial Networks (GANs), Model Training, Computer Vision, Natural Language Processing, Scalability, Reinforcement Learning, Distributed Computing

    4.3
    Rating, 4.3 out of 5 stars
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    150 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Deploying and Maintaining Production AI Systems: Coursera
  • Design & Optimize SQL Database Schemas: Coursera
  • C# for .NET Developers: Board Infinity
  • Foundations of Deep Learning and Neural Networks: Packt
  • Generative AI for Developers: Unit 3: Pearson
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective): Columbia University
  • Building Cloud Services with the Java Spring Framework: Vanderbilt University
  • Become a changemaker, build a career with purpose and impact: HEC Paris
  • Accounting and Financial Modelling Bootcamp: STARWEAVER
  • Investing using Value, Growth, Momentum and Economics: Interactive Brokers

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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