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  1. Categories
  2. 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


  • P

    Packt

    Data Engineering Foundations with Python and SQL

    Skills you'll gain: Data Engineering, SQL, Data Pipelines, Cloud Storage, Data Processing, Data Storage, Database Systems, Development Environment, Data Structures, Jupyter, Python Programming, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
  • M

    Microsoft

    Data and Business Process Modeling with Microsoft Visio

    Skills you'll gain: Business Process Modeling, Data Modeling, Process Modeling, Microsoft Visio, Diagram Design, Business Process, Business Analysis, Data Flow Diagrams (DFDs)

    4.3 stars, 146 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (146) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Regression Models

    Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Modeling, Logistic Regression, Data Science, Model Evaluation, Statistical Inference

    4.4 stars, 3.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (3.4K) · Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Modeling Data in Power BI

    Skills you'll gain: Star Schema, Data Analysis Expressions (DAX), Power BI, Data Modeling, Model Optimization, Performance Tuning, Data Analysis

    3.9 stars, 16 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.9 (16) · Beginner · Course · 1 - 4 Weeks

  • M

    Meta

    Introduction to Data Management

    Skills you'll gain: Data Management, Data Visualization, Data Presentation, Data Storytelling, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Storage Technologies, Data Security, Data-Driven Decision-Making, Data Architecture, Big Data, Machine Learning

    4.8 stars, 135 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (135) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery: Data Ingestion, Modeling, and Query Optimization

    Skills you'll gain: Google Gemini, Data Warehousing, SQL, Gemini, Data Import/Export, Data Integration, Extract, Transform, Load, Data Transformation, Performance Tuning, Data Analysis, Database Management, Google Cloud Platform, Database Administration, Query Languages, Google Analytics, Data Visualization Software, Data Pipelines, Data Manipulation, Data Processing, Exploratory Data Analysis

    4.4 stars, 223 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Category: New
    New
  • E

    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Data Modeling, Data Quality, Data Pipelines, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Transformation, Data Management

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Applied Mathematics, Data Analysis, Probability, Mathematical Modeling, Graphing

    4.7 stars, 153 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (153) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistics, Statistical Analysis, Predictive Modeling, Machine Learning, Model Evaluation, Logistic Regression, Linear Algebra, Classification Algorithms, Calculus

    4.2 stars, 69 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (69) · Intermediate · Specialization · 3 - 6 Months

    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Data Visualization, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Data Analysis, Classification Algorithms, Statistical Machine Learning, Microsoft Excel, Data Preprocessing, Decision Tree Learning, Graphing, Data Cleansing, Artificial Neural Networks

    3.6 stars, 607 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.6 (607) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Applying Differentiation

    Skills you'll gain: Applied Mathematics, Estimation, Calculus, Mathematical Modeling, Derivatives

    4.7 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (63) · Intermediate · Course · 1 - 3 Months

  • C

    Corporate Finance Institute

    Advanced Tableau - Data Model

    Skills you'll gain: Star Schema, Data Modeling, Extract, Transform, Load, Performance Tuning, Tableau Software, Model Optimization, Data Integration

    Advanced · Course · 1 - 3 Months

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Skills you can learn in Machine Learning

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Linear Regression (9)
Numpy (9)

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