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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


  • D

    Duke University

    MLOps Tools: MLflow and Hugging Face

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Hugging Face, Containerization, CI/CD, Docker (Software), Microsoft Azure, Continuous Deployment, Cloud Computing, Machine Learning Software, GitHub

    3.8 stars, 69 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.8 (69) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Product Development, Agile Product Development, Innovation, Product Improvement, Ideation, Customer Analysis, Customer Insights, Design Thinking, Stakeholder Engagement, Stakeholder Communications, Customer Engagement, Product Requirements, Agile Methodology, Data-Driven Decision-Making, Stakeholder Management, Product Testing, Business Modeling

    4.7 stars, 5.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (5.4K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Introduction to AI for Beginners

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, Generative AI, AI Personalization, AI powered creativity, Artificial Intelligence, Email Automation, LLM Application, Data Ethics, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Personal Development, Productivity, Photo/Video Production and Technology, Creative Thinking, Organizational Skills

    4.8 stars, 86 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (86) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Deep Learning for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Generative AI, Image Analysis, Machine Learning Methods, Embeddings, Generative Model Architectures, Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Model Deployment, Artificial Neural Networks, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Big Data

    3.3 stars, 51 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 3.3 (51) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    CertNexus

    Detect and Mitigate Ethical Risks

    Skills you'll gain: Data Ethics, Responsible AI, Accountability Frameworks, Risk Control, Accountability, Risk Management, Risk Analysis, Business Risk Management, Information Privacy, Risk Management Framework, Risk Mitigation, Personally Identifiable Information, Safety Assurance, Safety and Security, Safety Standards, Ethical Standards And Conduct, Artificial Intelligence, Diversity and Inclusion

    4.5 stars, 102 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (102) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Social Media Analytics

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Media Analytics, Data Visualization, Graph Theory, Relational Databases, Data Presentation, Data Visualization Software, R (Software), Infographics, Data Analysis, Network Model, Database Theory, Query Languages, Social Sciences, Statistical Analysis, Machine Learning, Machine Learning Methods, R Programming, Data Manipulation

    4.4 stars, 22 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (22) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Tools of the Trade: Linux and SQL

    Skills you'll gain: Bash (Scripting Language), Operating Systems, File Systems, Linux Commands, Linux, SQL, Linux Administration, File Management, Unix Shell, Query Languages, Database Management, Command-Line Interface, Databases, Relational Databases, Authorization (Computing), Authentications, User Accounts

    4.8 stars, 6.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (6.3K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • J

    John Wiley & Sons

    Foundations of Relational Databases and SQL

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Management, Database Theory, Database Systems, Data Integrity, Data Store, Database Development, Network Model, Database Architecture and Administration, Database Management Systems, Systems Development, Microsoft SQL Servers, Performance Tuning, Requirements Analysis, Systems Development Life Cycle, Data Modeling, Data Architecture, Data Manipulation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Generative AI: Governance, Policy, and Emerging Regulation

    Skills you'll gain: Responsible AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Generative AI, Governance Risk Management and Compliance, Law, Regulation, and Compliance, Stakeholder Analysis, Stakeholder Engagement, Regulatory Requirements, Stakeholder Management, Decision Intelligence, Risk Analysis, Technology Strategies, Cost Benefit Analysis, Regulation and Legal Compliance, Leadership and Management, Risk Management

    4.7 stars, 115 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (115) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Geneva

    Investment Management

    Skills you'll gain: Portfolio Management, Wealth Management, Risk Management, Financial Systems, Investment Management, Financial Market, Portfolio Risk, Capital Markets, Risk Analysis, Risk Modeling, Investments, Asset Management, Performance Measurement, Market Dynamics, Environmental Social And Corporate Governance (ESG), Financial Planning, Securities (Finance), Risk Appetite, Finance, Equities

    4.7 stars, 7.8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (7.8K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Detecting COVID-19 with Chest X-Ray using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Convolutional Neural Networks, Transfer Learning, Image Analysis, Predictive Modeling, Deep Learning, Radiology, Medical Imaging, Machine Learning, Computer Vision, Data Preprocessing, Data Transformation

    4.5 stars, 340 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (340) · Intermediate · Guided Project · Less Than 2 Hours

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

  • MLOps Tools: MLflow and Hugging Face: Duke University
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Introduction to AI for Beginners: SkillsBooster Academy
  • Deep Learning for Healthcare: University of Illinois Urbana-Champaign
  • Detect and Mitigate Ethical Risks: CertNexus
  • Social Media Analytics: Johns Hopkins University
  • Tools of the Trade: Linux and SQL: Google
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Foundations of Relational Databases and SQL: John Wiley & Sons
  • Generative AI: Governance, Policy, and Emerging Regulation: University of Michigan

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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