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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 Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Processing, Programming Principles, Python Programming, Numerical Analysis

    4.3 stars, 22 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (22) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Data Frameworks for Generative AI

    Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning

    4.9 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Data Warehousing Capstone Project

    Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Extract, Transform, Load, Database Architecture and Administration, Data Visualization, Database Design, Dashboard Creation, Data Modeling, MySQL, Dashboard, Business Intelligence, Database Management, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, Shell Script, SQL, Data Transformation, Data Import/Export

    4.8 stars, 29 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (29) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Advanced Data Analysis with Generative AI

    Skills you'll gain: Applied Machine Learning, Anomaly Detection, Generative AI, Time Series Analysis and Forecasting, Model Evaluation, Text Mining, Predictive Modeling, Generative Adversarial Networks (GANs), Generative Model Architectures, Forecasting, Advanced Analytics, Machine Learning Methods, Statistical Machine Learning, Model Training, Large Language Modeling, Natural Language Processing, Predictive Analytics, Unstructured Data, Data Analysis, Statistical Analysis

    4.6 stars, 66 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (66) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Relational Database Support for Data Warehouses

    Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies

    4.6 stars, 593 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (593) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Lakehouse Architecture for AI-Native Data Platforms

    Skills you'll gain: Data Architecture, Data Lakes, Data Engineering, Decision Intelligence, Database Architecture and Administration, Data Infrastructure, Systems Architecture, Data Warehousing, Enterprise Architecture, Solution Architecture, Dataflow, Data Pipelines, Data Governance, AI Workflows, AI Integrations, Vector Databases, Data Integrity, Site Reliability Engineering, Responsible AI, Requirements Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI: Elevate Your Data Science Career

    Skills you'll gain: Generative AI, Exploratory Data Analysis, Generative Model Architectures, Data Ethics, Feature Engineering, Predictive Modeling, Responsible AI, Data Science, Data Synthesis, Data Preprocessing, Data Analysis, Data Visualization Software

    4.6 stars, 284 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (284) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Visualization and Reporting

    Skills you'll gain: Dashboard Creation, Dashboard, Data Presentation, Data Visualization, Tableau Software, Microsoft Excel, Data Storytelling, Data Visualization Software, Visual Design, Report Writing, Graphic and Visual Design, Technical Communication, Analytical Skills, Design Elements And Principles

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to R Programming for Data Science

    Skills you'll gain: R (Software), Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Programming Principles, Jupyter, File I/O, Integrated Development Environments, Development Environment

    4.5 stars, 624 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Data Analytics for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Dashboard Creation, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Extract, Transform, Load, Descriptive Analytics, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Statistical Modeling, Statistical Analysis, Data Analysis

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Modern Java Fundamentals & Data Structures

    Skills you'll gain: Java Programming, Java, Data Structures, Object Oriented Design, Maintainability, Object Oriented Programming (OOP), Spring Boot, Numerical Analysis, Algorithms, Interoperability, Data Management, Performance Tuning, Data Validation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Data Preparation & Applied Machine Learning

    Skills you'll gain: Data Preprocessing, Supervised Learning, Model Optimization, Feature Engineering, Pandas (Python Package), Data Wrangling, Exploratory Data Analysis, Data Quality, Model Training, Applied Machine Learning, Data Processing, Data Manipulation, Statistical Machine Learning, Data Transformation, Classification And Regression Tree (CART), Data Cleansing, Data Pipelines, Machine Learning, Data Modeling, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

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

  • Fundamental Tools of Data Wrangling: University of Colorado Boulder
  • Data Frameworks for Generative AI: Fractal Analytics
  • Data Warehousing Capstone Project: IBM
  • Advanced Data Analysis with Generative AI: Microsoft
  • Relational Database Support for Data Warehouses: University of Colorado System
  • Lakehouse Architecture for AI-Native Data Platforms: IBM
  • Generative AI: Elevate Your Data Science Career: IBM
  • Data Visualization and Reporting: Coursera
  • Introduction to R Programming for Data Science: IBM
  • Data Analytics for Marketing: Packt

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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