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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


  • C

    Coursera

    Auto Machine Learning (AutoML) Using AutoGluon

    Skills you'll gain: Applied Machine Learning, Machine Learning Methods, Classification Algorithms, Machine Learning Software, Model Evaluation, Model Training, Model Optimization, Machine Learning, Predictive Modeling, Python Programming

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Python: Master House Price Prediction with Linear Regression

    Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Predictive Analytics, Data Wrangling, Regression Analysis, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Science, Data Transformation, Machine Learning, Correlation Analysis

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Model Optimization, Tensorflow, Data Pipelines, Data Processing, Keras (Neural Network Library), Applied Machine Learning, Data Transformation, Machine Learning Methods, Statistical Machine Learning, Data Store, Data Import/Export, Statistical Methods

    ★ 4.5 (10) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Compare Models with Experiments in Azure ML Studio

    Skills you'll gain: Jupyter, Model Training, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Methods, Machine Learning Algorithms, Scientific Visualization, Data Visualization, Regression Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, Data Wrangling, R Programming, Data Preprocessing, Applied Machine Learning, Statistical Analysis, R (Software), Model Evaluation, Statistical Machine Learning, Classification And Regression Tree (CART), Advanced Analytics, Statistical Programming, Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Statistical Methods, Model Training, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Virginia Darden School Foundation

    Generative AI in Marketing

    Skills you'll gain: Large Language Modeling, Customer Insights, Online Advertising, Digital Advertising, Marketing Planning, ChatGPT, Branding, Marketing Strategies, Design Thinking, Keyword Research, AI Product Strategy, Brand Marketing, Brand Awareness, Brand Strategy, Digital Marketing, Generative AI, Personalized Service, AI Personalization, Customer Communications Management, Machine Learning

    ★ 4.3 (158) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    Illinois Tech

    Mastering Excel Essentials to Enhance Business Value

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Excel Formulas, Dashboard, Data Entry, Business Reporting, Data Cleansing, Data Visualization, Data Management, Data Maintenance, Auditing, Analytics, Data Validation, Data Integrity

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

    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Skills you'll gain: Model Context Protocol, AI Integrations, Performance Tuning

    ★ 3.2 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Advanced Relational Database and SQL

    Skills you'll gain: Stored Procedure, SQL, Data Presentation, Query Languages, Relational Databases, Database Development, Database Administration, Data Science

    ★ 4.5 (406) · Advanced · Guided Project · Less Than 2 Hours

    Status: Free Trial
    Free Trial
  • S

    STARWEAVER

    AI Innovation & Entrepreneurship

    Skills you'll gain: Business Process Modeling, Process Modeling, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Process Analysis, AI Product Strategy, AI Enablement, Product Management, Market Opportunities, ChatGPT, Business Strategy, Customer Insights, Product Development, Innovation, Product Requirements, AI Personalization, Product Knowledge

    ★ 4.4 (37) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • I

    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Process Modeling, Software Design Documents, Software Development Methodologies, Business Analysis, Functional Requirement, Software Design, Analysis, Business Process Modeling, Business Analysis Tools, Verbal Communication Skills, Communication, Software Development, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management, Stakeholder Engagement

    ★ 4.6 (53) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Duke University

    Financial Risk Management with R

    Skills you'll gain: Risk Modeling, Portfolio Risk, Financial Market, Risk Management, Market Data, Risk Analysis, Probability Distribution, R (Software), Financial Data, Return On Investment, R Programming, Portfolio Management, Statistical Programming, Financial Analysis, Securities (Finance), Equities, Time Series Analysis and Forecasting, Statistical Modeling, Data Access

    ★ 4.3 (259) · Intermediate · 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

  • Auto Machine Learning (AutoML) Using AutoGluon: Coursera
  • Python: Master House Price Prediction with Linear Regression: EDUCBA
  • Feature Engineering 日本語版: Google Cloud
  • Compare Models with Experiments in Azure ML Studio: Coursera
  • Regression Analysis for Statistics & Machine Learning in R: Packt
  • Generative AI in Marketing: University of Virginia Darden School Foundation
  • Mastering Excel Essentials to Enhance Business Value: Illinois Tech
  • Agentic AI Protocols (MCP, A2A, ACP): Coursera
  • Advanced Relational Database and SQL: Coursera
  • AI Innovation & Entrepreneurship: STARWEAVER

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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