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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
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    L&T EduTech

    Hydrocarbon Exploration and Production

    Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Engineering, Environmental Issue, Chemical Engineering, Automation Engineering, Engineering Analysis, Geostatistics, Water Resources, Production Process, Process Engineering, Control Systems, Hydraulics, Geospatial Mapping, Process Analysis, Microbiology

    4.6
    Rating, 4.6 out of 5 stars
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    85 reviews

    Beginner · Course · 1 - 4 Weeks

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    Technical University of Denmark (DTU)

    Photovoltaic Systems

    Skills you'll gain: Power Electronics, Electrical Power, Plant Operations and Management, Sustainable Engineering, Electrical Systems, Sustainable Technologies, Energy and Utilities, Semiconductors, Electronics, Environmental Engineering, Electrical Engineering, Materials science, Physics, Engineering Calculations, Manufacturing Processes, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    161 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, Model Training, Devops Tools, Application Lifecycle Management, AI Workflows, Model Evaluation, Cloud Deployment, Machine Learning Methods, Applied Machine Learning, Continuous Monitoring, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Document and Evaluate LLM Prompting Success

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Technical Documentation, Performance Tuning, Large Language Modeling, Technical Writing, Model Optimization, Configuration Management, Performance Testing, Data Maintenance, Benchmarking, Requirements Analysis

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    GenAI Basics - How LLMs Work

    Skills you'll gain: Large Language Modeling, Fine-tuning, Generative AI, Machine Learning, Model Training, Artificial Intelligence, Data Science

    4
    Rating, 4 out of 5 stars
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    40 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    LearnKartS

    Apache Kafka

    Skills you'll gain: Apache Kafka, Apache, Analytics, Data Governance, Scalability, File Systems, Live Streaming, Systems Architecture, Data Store, Event Monitoring, Event-Driven Programming, Data Persistence, File I/O, Data Transformation, Data Storage Technologies, Identity and Access Management, Development Environment, Command-Line Interface, Data Maintenance, Data Storage

    3.9
    Rating, 3.9 out of 5 stars
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    51 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Advanced ML Algorithms & Unsupervised Learning

    Skills you'll gain: Model Optimization, Dimensionality Reduction, Unsupervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Anomaly Detection, Classification Algorithms, Linear Algebra

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Time Series Mastery: Forecasting with ETS, ARIMA, Python

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Financial Forecasting, Trend Analysis, Predictive Analytics, Predictive Modeling, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Exploratory Data Analysis, Model Evaluation

    4
    Rating, 4 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pohang University of Science and Technology(POSTECH)

    Programming with Cloud IoT Platforms

    Skills you'll gain: Internet Of Things, Cloud Applications, Cloud Development, Cloud Platforms, IBM Cloud, Application Development, Cloud Services, Cloud Technologies, Cloud Computing, Google Cloud Platform, Computing Platforms, Cloud-Based Integration, Microsoft Azure, AI Integrations, Amazon Web Services, Emerging Technologies, Network Protocols

    4.3
    Rating, 4.3 out of 5 stars
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    323 reviews

    Beginner · Course · 1 - 3 Months

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    Shanghai Jiao Tong University

    Fundamentals of Materials Science

    Skills you'll gain: Materials science, Structural Analysis, Engineering, Chemistry, Physics, Manufacturing Processes, Physical Science, Mechanics, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    203 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Tecnológico de Monterrey

    Definición y Medición

    Skills you'll gain: Process Capability, Process Mapping, Lean Methodologies, Statistical Process Controls, Lean Manufacturing, Process Analysis, Product Flow Diagram, Process Improvement, Six Sigma Methodology, Project Scoping, Performance Measurement, Lean Six Sigma, Key Performance Indicators (KPIs), Performance Metric, Problem Management, Statistical Analysis, Statistical Methods, Data Collection, Project Management, Root Cause Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    219 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Build and Deploy Chatbots and Recommender Systems

    Skills you'll gain: Model Deployment, Responsible AI, No-Code Development, Business Metrics, Data Ethics, AI Personalization, AI Integrations, Return On Investment, Customer experience improvement, Language Interpretation, Translation, and Studies, Performance Measurement, Key Performance Indicators (KPIs), Cross Platform Development, Continuous Improvement Process, Natural Language Processing, User Feedback, Systems Integration, System Design and Implementation, Machine Learning Algorithms, Unsupervised Learning

    Beginner · Course · 1 - 4 Weeks

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

  • Hydrocarbon Exploration and Production: L&T EduTech
  • Photovoltaic Systems: Technical University of Denmark (DTU)
  • Machine Learning Operations (MLOps): Getting Started - Español: Google Cloud
  • Document and Evaluate LLM Prompting Success: Coursera
  • GenAI Basics - How LLMs Work: Duke University
  • Apache Kafka: LearnKartS
  • Advanced ML Algorithms & Unsupervised Learning: Packt
  • Time Series Mastery: Forecasting with ETS, ARIMA, Python: Coursera
  • Programming with Cloud IoT Platforms: Pohang University of Science and Technology(POSTECH)
  • Fundamentals of Materials Science: Shanghai Jiao Tong University

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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