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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

    Preparing Multimodal Data: Vision, Audio, and NLP Pipelines

    Skills you'll gain: Data Preprocessing, Model Evaluation, Hugging Face, Data Transformation, Feature Engineering, Data Pipelines, Image Analysis, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning Methods, Data Architecture, Machine Learning Software, Computer Vision, Digital Signal Processing, Artificial Neural Networks, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    Coursera

    Introduction to Data Protection and Privacy

    Skills you'll gain: General Data Protection Regulation (GDPR), Personally Identifiable Information, Governance Risk Management and Compliance, Information Privacy, Data Governance, Data Security, Cybersecurity, Data Management, Data Ethics, Cyber Risk, Data Processing, Data Access, Encryption

    4.7
    Rating, 4.7 out of 5 stars
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    70 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Microsoft Azure: AI, Infrastructure, and Data Solutions

    Skills you'll gain: Cloud Infrastructure, Microsoft Azure, Infrastructure As A Service (IaaS), Data Processing, Big Data, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Databricks, Infrastructure Security, Data Pipelines, Virtual Networking, Azure DevOps, Virtual Machines, Azure Active Directory, Analytics, Active Directory, Network Security, Model Deployment, Python Programming, Role-Based Access Control (RBAC)

    4.4
    Rating, 4.4 out of 5 stars
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    1.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Data Extract, Transform, and Load in Power BI

    Skills you'll gain: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling, Anomaly Detection, Data Storage

    4.5
    Rating, 4.5 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AI-Powered Decision Intelligence: Data to Strategic Insights

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Introduction to Business Analytics: Communicating with Data

    Skills you'll gain: Data Storytelling, Data Visualization, Data Literacy, Infographics, Data Collection, Data Quality, Business Analytics, Data Visualization Software, Data-Driven Decision-Making, Analytics, Data Analysis, Communication, Digital Marketing, Health Care

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    654 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    DeepLearning.AI

    Calculus for Machine Learning and Data Science

    Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Machine Learning, Python Programming, Artificial Neural Networks, Deep Learning, Visualization (Computer Graphics), Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    952 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Advanced Data Science Techniques (with AWS Integration)

    Skills you'll gain: AWS SageMaker, Unsupervised Learning, Feature Engineering, Time Series Analysis and Forecasting, Model Deployment, Cloud Deployment, Amazon Web Services, Applied Machine Learning, Advanced Analytics, Machine Learning Methods, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Model Evaluation, Statistical Analysis, MLOps (Machine Learning Operations), Predictive Analytics, Data Preprocessing, Supervised Learning, Regression Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

    Skills you'll gain: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Data Augmented Technology Assisted Medical Decision Making

    Skills you'll gain: Healthcare Ethics, Diagnostic Tests, Statistical Methods, Patient Communication, Health Care Procedure and Regulation, Clinical Research, Model Evaluation, Data Ethics, Healthcare Industry Knowledge, Probability & Statistics, Health Technology, Clinical Assessment, Health Informatics, Medical Equipment and Technology, Responsible AI, Applied Machine Learning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Health Disparities

    Beginner · Course · 1 - 4 Weeks

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    Maven Analytics

    Microsoft Copilot for Excel: AI-Powered Data Analysis

    Skills you'll gain: Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Human Resources Software, Data Manipulation, Data Analysis, Microsoft 365, Data Presentation, ChatGPT, Data Visualization, Artificial Intelligence, Generative AI, Prompt Engineering

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    GIS Mastery: Spatial Data, Remote Sensing, Decision Support

    Skills you'll gain: Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, Data Analysis, Metadata Management, Decision Support Systems

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Preparing Multimodal Data: Vision, Audio, and NLP Pipelines: Coursera
  • Introduction to Data Protection and Privacy: Coursera
  • Microsoft Azure: AI, Infrastructure, and Data Solutions: LearnQuest
  • Data Extract, Transform, and Load in Power BI: Microsoft
  • AI-Powered Decision Intelligence: Data to Strategic Insights: Coursera
  • Introduction to Business Analytics: Communicating with Data : University of Illinois Urbana-Champaign
  • Calculus for Machine Learning and Data Science: DeepLearning.AI
  • Advanced Data Science Techniques (with AWS Integration): Coursera
  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Data Augmented Technology Assisted Medical Decision Making : 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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