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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


  • U

    University of Pittsburgh

    Linear Algebra and Regression Fundamentals for Data Science

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

    3.4 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.4 (11) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Clean, Analyze, and Visualize Your Data

    Skills you'll gain: Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Google Data Studio - Création de Tableaux de Bords Interactifs

    Skills you'll gain: Data Visualization, Dashboard, Interactive Data Visualization, Dashboard Creation, Data Presentation, Data Visualization Software, Looker (Software), Collaborative Software, Data Sharing, Data Science, Data Analysis, Business Intelligence, Data Integration, Data Modeling, Data Import/Export

    4.4 stars, 116 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (116) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Spatial Analysis, 3D Data & Machine Learning

    Skills you'll gain: Model Evaluation, Spatial Analysis, Spatial Data Analysis, Geostatistics, Geospatial Mapping, Model Training, Geospatial Information and Technology, Geographic Information Systems, Applied Machine Learning, Image Analysis, Feature Engineering, Machine Learning Methods, Deep Learning, Convolutional Neural Networks, Machine Learning, Data Processing, Fine-tuning, Data Analysis, Random Forest Algorithm

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SkillUp

    Power BI Data Analyst Associate Prep

    Skills you'll gain: Data Analysis Expressions (DAX), Dashboard, Dashboard Creation, Power BI, Microsoft Power Platform, Data Visualization, Data Transformation, Data Modeling, Data Presentation, Data Import/Export, Data Wrangling, Data Visualization Software, Interactive Data Visualization, Data Analysis, Analytics, Data Cleansing, Role-Based Access Control (RBAC), Data Management

    4.3 stars, 16 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (16) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    Logical Operations

    Excel: Data Analysis and Visualization Fundamentals

    Skills you'll gain: Data Presentation, Data Visualization, Microsoft Excel, Data Storytelling, Data Literacy, Data Visualization Software, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Science, Exploratory Data Analysis, Analysis, Productivity Software, Microsoft 365

    4.4 stars, 8 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (8) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build Streaming Data Pipelines on Google Cloud

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Data Integration, Data Processing, Data Import/Export, Time Series Analysis and Forecasting, Analysis, Data Transformation, Data Storage, Managed Services

    4.6 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Architectural Patterns and Data Management in Modern Systems

    Skills you'll gain: Enterprise Architecture, Systems Architecture, OAuth, Enterprise Modeling, Solution Architecture, Data Architecture, Authentications, Software Architecture, Service Oriented Architecture, Process Modeling, Process Driven Development, .NET Framework, Authorization (Computing), Middleware, Single Sign-On (SSO), Data Integrity, Data Management, Data Governance, API Design, Scalability

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Maven Analytics

    Microsoft Copilot for Excel: AI-Powered Data Analysis

    Skills you'll gain: Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, People Analytics, Data Manipulation, Data Analysis, AI literacy, Data Wrangling, Data Visualization, Generative AI, Prompt Engineering

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    PySpark Foundations: Process, analyze, and summarize data

    Skills you'll gain: PySpark, Apache Spark, Data Synthesis, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Wrangling, Data Processing, Data Manipulation, Big Data, Data Science, Jupyter, People Analytics

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Software Architecture Patterns for Big Data

    Skills you'll gain: Performance Testing, Scalability, Data Architecture, Software Architecture, Distributed Computing, Data Infrastructure, Performance Stress Testing, Predictive Modeling, Performance Tuning, Microservices, Big Data, Database Architecture and Administration, Database Theory, Software Engineering, Database Systems, Data Store, Model Evaluation

    3.5 stars, 31 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 3.5 (31) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Improve Data Quality and Automate Errors

    Skills you'll gain: Data Quality, Quantitative Research, Data Management, Quality Assurance, Data Cleansing, Data Integrity, Quality Improvement, Quality Assessment, Data Validation, Data Pipelines, Key Performance Indicators (KPIs), SQL, Data Processing, Extract, Transform, Load, Performance Analysis, Continuous Monitoring, Automation, System Monitoring, Trend Analysis

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular data modeling courses

  • Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
  • Clean, Analyze, and Visualize Your Data: Coursera
  • Google Data Studio - Création de Tableaux de Bords Interactifs: Coursera
  • Spatial Analysis, 3D Data & Machine Learning: Coursera
  • Power BI Data Analyst Associate Prep: SkillUp
  • Excel: Data Analysis and Visualization Fundamentals: Logical Operations
  • Build Streaming Data Pipelines on Google Cloud: Google Cloud
  • Architectural Patterns and Data Management in Modern Systems: Packt
  • Microsoft Copilot for Excel: AI-Powered Data Analysis: Maven Analytics
  • PySpark Foundations: Process, analyze, and summarize data: Coursera

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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