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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


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    EDUCBA

    Learn & Build Machine Learning Models with Python

    Skills you'll gain: Matplotlib, Data Visualization, NumPy, Pandas (Python Package), Model Evaluation, Plot (Graphics), Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Data Manipulation, Model Training, Machine Learning Methods, Machine Learning, Feature Engineering, Predictive Modeling, Data Wrangling, Applied Machine Learning, Supervised Learning, Data Processing, Data Pipelines

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Users & Optimize Product Retention

    Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Customer Retention, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Knowledge Transfer, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Applied Machine Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Excel 365 Fundamentals – Getting Started and Core Skills

    Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Collaborative Software, Presentations, Data Visualization, Microsoft Teams, Organizational Skills, Data Management, Data Sharing

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Vertex AI Search for Retail

    Skills you'll gain: Google Cloud Platform, Dataflow, Big Data, Data Pipelines, Data Store, Serverless Computing, Data Migration, Model Training, Apache Hadoop, Data Storage Technologies, Identity and Access Management, Data Storage, Tensorflow, Cloud Storage, AI Personalization, Advanced Analytics, Applied Machine Learning, AI Integrations, Site Reliability Engineering, Data Processing

    4
    Rating, 4 out of 5 stars
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    135 reviews

    Beginner · Specialization · 3 - 6 Months

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    Universidad Nacional Autónoma de México

    Evaluación del y para el aprendizaje en educación universitaria

    Skills you'll gain: Program Evaluation, Formal Learning, Education and Training, Pedagogy, Data Collection, Student-Centred Learning, Higher Education, Instructional Strategies, Ethical Standards And Conduct

    4.8
    Rating, 4.8 out of 5 stars
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    674 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Machine Learning for Healthcare Applications

    Skills you'll gain: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Machine Learning Methods, Model Training, Health Informatics, Machine Learning Algorithms, Data Preprocessing, Predictive Analytics, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    COBOL Programming with VSCode

    Skills you'll gain: COBOL (Programming Language), Continuous Integration, Development Testing, Test Automation, Unit Testing, Development Environment, Middleware, Program Development, z/OS, Mainframe Computing, Debugging, Integrated Development Environments, Mainframe Technologies, Data Structures, Computer Programming, Programming Principles, Application Programming Interface (API), File I/O, Performance Tuning, Automation

    4.6
    Rating, 4.6 out of 5 stars
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    192 reviews

    Intermediate · Course · 3 - 6 Months

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    Northeastern University

    Engineering Probability and Statistics Part 1

    Skills you'll gain: Probability & Statistics, Statistics, Probability Distribution, Probability, Statistical Modeling, Data Analysis, Bayesian Statistics, Statistical Analysis, Exploratory Data Analysis, Combinatorics, Descriptive Statistics, Statistical Inference, Correlation Analysis

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Architecting with Google Compute Engine en Español

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Identity and Access Management, Google App Engine, Cloud Applications, Kubernetes, Application Deployment, Service Level, Load Balancing, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud-Native Computing, Cloud Computing, Cloud Computing Architecture, Cloud Solutions, Cloud Services, CI/CD, Data Storage Technologies, Cloud Security, Microservices

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Michigan

    Developing and Deploying a Complete Django Web Application

    Skills you'll gain: Ajax, jQuery, Javascript and jQuery, JSON, Django (Web Framework), Web Applications, Javascript, Debugging, Data Modeling, Event-Driven Programming, Data Access, Object Oriented Programming (OOP), Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    294 reviews

    Intermediate · Course · 1 - 3 Months

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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Natural Language Processing, Deep Learning, Model Training, Artificial Neural Networks, Forecasting, Applied Machine Learning

    2.3
    Rating, 2.3 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of California, Irvine

    Introduction to Cybersecurity & Risk Management

    Skills you'll gain: Threat Modeling, Threat Management, Risk Management, Business Continuity Planning, Asset Protection, Risk Analysis, Risk Management Framework, Security Strategy, Cyber Governance, Risk Mitigation, Vendor Management, Business Continuity, Risk Control, Vulnerability Assessments, Security Management, Cyber Risk, Vendor Relationship Management, Compliance Management, Supplier Risk Management, Supplier Management

    4.7
    Rating, 4.7 out of 5 stars
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    343 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Learn & Build Machine Learning Models with Python: EDUCBA
  • Analyze Users & Optimize Product Retention: Coursera
  • Excel 365 Fundamentals – Getting Started and Core Skills: Packt
  • Vertex AI Search for Retail: Google Cloud
  • Evaluación del y para el aprendizaje en educación universitaria: Universidad Nacional Autónoma de México
  • Machine Learning for Healthcare Applications: SkillUp
  • COBOL Programming with VSCode: IBM
  • Engineering Probability and Statistics Part 1: Northeastern University
  • Architecting with Google Compute Engine en Español: Google Cloud
  • Developing and Deploying a Complete Django Web Application: University of Michigan

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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