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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


  • U

    University of Colorado Boulder

    Modern AI Models for Vision and Multimodal Understanding

    Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Generative Model Architectures, Embeddings, Digital Signal Processing, Transfer Learning, Classification Algorithms, Supervised Learning

    ★ 4.3 (35) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • U

    Universidad de los Andes

    Fundamentos del uso de IA generativa

    Skills you'll gain: Prompt Patterns, Responsible AI, LLM Application, AI literacy, AI powered creativity, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.7 (85) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    ML Pipelines on Google Cloud - 한국어

    Skills you'll gain: CI/CD, Google Cloud Platform, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Kubernetes, Continuous Deployment, Metadata Management, Model Deployment, AI Orchestration, Model Training, Model Optimization, Model Evaluation, Data Validation

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google Cloud

    Accelerate Migration from Control-M to Apache Airflow with DAGify

    Skills you'll gain: Apache Airflow, Data Migration, Data Pipelines, Cloud Deployment, Data Import/Export

    Intermediate · Project · Less Than 2 Hours

    Category: Free
    Free
  • P

    Packt

    Deep Neural Network for Beginners Using Python

    Skills you'll gain: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Natural Language Processing, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    TensorFlow: Build & Deploy Face Mask Detection

    Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Predictive Modeling, Transfer Learning, Model Training, Image Analysis, Model Deployment, Keras (Neural Network Library), Applied Machine Learning, Software Installation

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pontificia Universidad Católica del Perú

    Fundamentos de UX y de los requisitos de software

    Skills you'll gain: User Story, Human Computer Interaction, Software Development Life Cycle, Functional Requirement, Unified Modeling Language, User Experience Design, User Interface (UI), Software Development Methodologies, Requirements Analysis, Prototyping, User Experience, User Interface (UI) Design, User Requirements Documents, User Interface and User Experience (UI/UX) Design, System Requirements, Interaction Design, Functional Specification, Requirements Elicitation, Software Development, Process Driven Development

    ★ 4.9 (176) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • C

    Codio

    Object-Oriented Python: Inheritance and Encapsulation

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Data Persistence, Programming Principles, Code Reusability, Python Programming, File Management, Computer Science

    ★ 4.4 (152) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Artificial Intelligence, Model Optimization, Federated Learning, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, AI Product Strategy, Microsoft Azure, Information Privacy

    ★ 4.7 (54) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Berklee

    Introducción a la producción de música

    Skills you'll gain: Music, Media Production, Musical Composition, Post-Production, Editing, File Management, Peripheral Devices, System Configuration

    ★ 4.7 (265) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular data modeling courses

  • Modern AI Models for Vision and Multimodal Understanding: University of Colorado Boulder
  • Fundamentos del uso de IA generativa: Universidad de los Andes
  • ML Pipelines on Google Cloud - 한국어: Google Cloud
  • Accelerate Migration from Control-M to Apache Airflow with DAGify: Google Cloud
  • Deep Neural Network for Beginners Using Python: Packt
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Advanced RNN Concepts and Projects: Packt
  • TensorFlow: Build & Deploy Face Mask Detection: EDUCBA
  • Fundamentos de UX y de los requisitos de software: Pontificia Universidad Católica del Perú
  • Object-Oriented Python: Inheritance and Encapsulation: Codio

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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