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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


  • Status: New
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    Status: Free Trial
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    U

    University of Pittsburgh

    Applied Bayesian Data Analysis

    Skills you'll gain: Bayesian Statistics, Statistical Modeling, Advanced Analytics, Predictive Analytics, Statistics, Regression Analysis, Predictive Modeling, Statistical Inference, Probability & Statistics, Mathematical Modeling, Model Evaluation, Data Analysis, Data Science, Statistical Machine Learning, Statistical Analysis, Markov Model, Probability Distribution, Statistical Programming, Machine Learning, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of California, Davis

    Data Visualization with Tableau Project

    Skills you'll gain: Dashboard Creation, Dashboard, Tableau Software, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Visualization Software, Exploratory Data Analysis, Data Analysis, Data Wrangling, Data Cleansing, Analysis, Data Import/Export, Requirements Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    592 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Data Understanding and Visualization

    Skills you'll gain: Matplotlib, Statistical Visualization, Seaborn, Data Visualization, Data-Driven Decision-Making, Exploratory Data Analysis, Data Presentation, Probability & Statistics, Plot (Graphics), Data Visualization Software, Descriptive Statistics, Pandas (Python Package), Data Analysis, Statistics, Statistical Analysis, Data Manipulation, Correlation Analysis, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Understanding and Visualizing Data with Python

    Skills you'll gain: Sampling (Statistics), Data Visualization, Plot (Graphics), Data Literacy, Statistics, Scientific Visualization, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, NumPy, Data Dictionary, Box Plots, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Glasgow

    Data-Driven Leadership

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Case Studies, Strategic Decision-Making, Leadership Studies, Data Strategy, Decision Making, Data Quality, Crisis Management, Leadership, Organizational Effectiveness, Business Transformation, Leadership Development, Agile Methodology, Organizational Leadership, Strategic Leadership, Leadership and Management, Business Analytics, Digital Transformation, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    159 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Pandas for Data Science

    Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Wrangling, NumPy, File I/O, Query Languages, Data Transformation, Data Integration, Python Programming, Data Analysis, Debugging

    4.3
    Rating, 4.3 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Generative AI for Data Engineers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Database Design, ChatGPT, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, LLM Application, AI literacy, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Data Analysis Software, Advanced Analytics, Analytics, Predictive Analytics, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    M

    Microsoft

    Data Preparation and Governance

    Skills you'll gain: Data Transformation, Power BI, Data Quality, Data Governance, Financial Data, Data Wrangling, Data Cleansing, Reconciliation, Month End Closing, Data Management, Data Integrity, Financial Controls, Quality Monitoring, Data Integration, Data Validation, Microsoft Copilot, Financial Analysis, Microsoft Excel, Financial Management, AI Integrations

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Basic Data Processing and Visualization

    Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, JSON, Python Programming, File I/O

    4.3
    Rating, 4.3 out of 5 stars
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    201 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    365 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Applied Bayesian Data Analysis: University of Pittsburgh
  • Data Visualization with Tableau Project: University of California, Davis
  • Data Understanding and Visualization: University of Colorado Boulder
  • Understanding and Visualizing Data with Python: University of Michigan
  • Data-Driven Leadership: University of Glasgow
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Pandas for Data Science: Duke University
  • Generative AI for Data Engineers: IBM
  • GenAI for Data Analysts: Coursera
  • Data Preparation and Governance: Microsoft

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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