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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


  • P

    Packt

    Ollama & DeepSeek Reasoning Model Masterclass

    Skills you'll gain: Deepseek, AI Workflows, LLM Application, Artificial Intelligence, Model Deployment, Large Language Modeling, Deep Learning, Software Installation, Development Environment, System Configuration, Code Review, Analysis

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Manage Project Resources, Changes, and Performance

    Skills you'll gain: Earned Value Management, Capacity Planning, Change Control, Change Management, Project Controls, Project Risk Management, Scope Management, Project Performance, Project Management, Agile Methodology, Resource Management, Waterfall Methodology, Technical Communication, Business Communication, Stakeholder Communications, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    SQL CASE Statements

    Skills you'll gain: PostgreSQL, SQL, Query Languages, Data Transformation, Data Manipulation, Database Development, Data Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    31 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • P

    Pragmatic AI Labs

    Production Governance and MLOps on Databricks

    Skills you'll gain: Databricks, Role-Based Access Control (RBAC), MLOps (Machine Learning Operations), Data Lakes, Data Governance, GitHub, Model Deployment, Data Management, CI/CD, Data Quality, Git (Version Control System), Continuous Integration, Data Engineering, Continuous Monitoring, Python Programming, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Advanced Pivot Tables in Excel

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 3 - 6 Months

  • E

    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: JUnit, Software Documentation, Application Design, Software Testing, Performance Tuning, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Tools for Seller

    Skills you'll gain: Responsible AI, Sales Enablement, Sales Training, Sales, Decision Support Systems, B2B Sales, AI Enablement, Sales Support, Artificial Intelligence, Data-Driven Decision-Making, Real Time Data, Customer Insights, Accountability, Customer Engagement, Customer and Client Support, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Ultimate Guide to Crafting AI Agents with Persistent Memory

    Skills you'll gain: LangChain, Generative AI Agents, LLM Application, Data Persistence, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, AI Personalization, Artificial Intelligence, Data Storage, Embeddings, Context Management, Vector Databases, Application Programming Interface (API), Databases

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Data Science, Statistical Methods, Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Simple Linear Regression for the Absolute Beginner

    Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Multi-Agent Systems and Orchestration

    Skills you'll gain: AI Orchestration, AI Workflows, LangGraph, Enterprise Application Management, Generative AI Agents, Agentic systems, Retrieval-Augmented Generation, Scalability, Secure Coding, Context Management, Performance Tuning, Vector Databases, Embeddings, Debugging, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

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

  • Ollama & DeepSeek Reasoning Model Masterclass: Packt
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Manage Project Resources, Changes, and Performance: Coursera
  • SQL CASE Statements: Coursera
  • Production Governance and MLOps on Databricks: Pragmatic AI Labs
  • Mastering Advanced Pivot Tables in Excel: Packt
  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • AI Tools for Seller: Coursera
  • Ultimate Guide to Crafting AI Agents with Persistent Memory: Packt
  • Regression and Classification: University of Colorado Boulder

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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