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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Model Training

    4.2
    Rating, 4.2 out of 5 stars
    ·
    34 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Cybersecurity & Privacy for Leaders

    Skills you'll gain: Prompt Engineering, AI Security, ChatGPT, Retrieval-Augmented Generation, Prompt Patterns, Generative AI Agents, Crisis Management, Generative AI, LLM Application, Incident Response, Responsible AI, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, AI Enablement, AI Integrations, Cyber Governance, Cybersecurity

    4.8
    Rating, 4.8 out of 5 stars
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    8.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Science, Computer Programming, Data Manipulation, Python Programming, Computational Logic, Data Science

    4.8
    Rating, 4.8 out of 5 stars
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    230 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Advanced Computer Vision with TensorFlow

    Skills you'll gain: Computer Vision, Tensorflow, Image Analysis, Transfer Learning, Convolutional Neural Networks, Fine-tuning, Applied Machine Learning, Model Training, Deep Learning, Model Optimization, Classification Algorithms, Model Evaluation, Visualization (Computer Graphics)

    4.7
    Rating, 4.7 out of 5 stars
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    534 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT for Project Management - Leveraging AI for Success

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Large Language Modeling, Project Planning, AI literacy, AI Enablement, Generative AI, Risk Analysis, Timelines, Project Risk Management, Performance Metric, AI powered creativity, Project Schedules, Project Management, Artificial Intelligence, Risk Management, Key Performance Indicators (KPIs), Email Automation

    4.8
    Rating, 4.8 out of 5 stars
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    8.3K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    AI Applications in People Management

    Skills you'll gain: People Analytics, HR Tech, Human Resource Management, Human Resources Management and Planning, Responsible AI, Human Resources, AI Enablement, Data Ethics, Data-Driven Decision-Making, Artificial Intelligence, Employee Engagement, Machine Learning, Employee Retention, Applied Machine Learning, Machine Learning Methods, Blockchain, Predictive Modeling, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    334 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Strategic Leader

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, Generative AI, AI Workflows, AI Enablement, Agentic systems, Strategic Decision-Making, Business Intelligence, Business Leadership, Data-Driven Decision-Making, Automation, Organizational Leadership, Strategic Planning, Planning, Talent Acquisition, Procurement

    4.8
    Rating, 4.8 out of 5 stars
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    10K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Microsoft

    Microsoft 365 Essentials: Create, Collaborate, and Deliver

    Skills you'll gain: Content Performance Analysis, Multimedia, Microsoft PowerPoint, Microsoft Copilot, Microsoft Word, Microsoft Outlook, Microsoft Excel, Microsoft Teams, Spreadsheet Software, Presentations, Microsoft 365, Microsoft Office, Email Automation, Content Creation, Productivity Software, Collaborative Software, Generative AI, Data Visualization, Data Analysis, Business Communication

    4.7
    Rating, 4.7 out of 5 stars
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    6.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Meta

    Meta Full Stack Developer: Front-End & Back-End from Scratch

    Skills you'll gain: Jest (JavaScript Testing Framework), Django (Web Framework), Restful API, Version Control, GitHub, Git (Version Control System), Responsive Web Design, HTML and CSS, Bootstrap (Front-End Framework), Unix Commands, Back-End Web Development, React.js, API Testing, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Command-Line Interface, Database Management, Mobile Development, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    25K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    C

    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Business Analytics, Data Visualization, Dashboard Creation, Data Quality, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Project Management Life Cycle, Probability Distribution, Job Analysis, Data Infrastructure

    4.7
    Rating, 4.7 out of 5 stars
    ·
    59 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Principal Component Analysis with NumPy

    Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    298 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Stanford Online

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Health Equity, Health Disparities, Clinical Informatics, Precision Medicine, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    348 reviews

    Beginner · Course · 1 - 3 Months

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

  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Generative AI Cybersecurity & Privacy for Leaders: Vanderbilt University
  • Introduction to Python Fundamentals: University of Colorado Boulder
  • Advanced Computer Vision with TensorFlow: DeepLearning.AI
  • ChatGPT for Project Management - Leveraging AI for Success: Vanderbilt University
  • AI Applications in People Management: University of Pennsylvania
  • Generative AI Strategic Leader: Vanderbilt University
  • Microsoft 365 Essentials: Create, Collaborate, and Deliver: Microsoft
  • Meta Full Stack Developer: Front-End & Back-End from Scratch: Meta
  • Business Analytics: Campus BBVA

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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