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Data Engineering Courses

Data engineering courses can help you learn data modeling, ETL (extract, transform, load) processes, and data warehousing techniques. You can build skills in data pipeline construction, database management, and ensuring data quality and integrity. Many courses introduce tools like Apache Spark, Hadoop, and SQL, that support processing large datasets and optimizing data workflows. You’ll also explore cloud platforms such as AWS and Azure, which facilitate scalable data solutions and enhance your ability to manage data in various environments.


Popular Data Engineering Courses and Certifications


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    Coursera

    CTO Excellence: Driving Engineering Excellence

    Skills you'll gain: Organizational Strategy, Organizational Leadership, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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    Georgia Institute of Technology

    Machine Design Part I

    Skills you'll gain: Failure Analysis, Mechanical Design, Structural Analysis, Materials science, Engineering Analysis, Engineering Design Process, Mechanics, Biomedical Engineering, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 3 Months

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    University of Leeds

    Major Engineering Projects: Governance, Risk and Scope

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Project Management, Business Risk Management, Governance

    4.7
    Rating, 4.7 out of 5 stars
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    306 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Engineering Genetic Circuits: Modeling and Analysis

    Skills you'll gain: Biological Engineering, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Biotechnology, Engineering Analysis, Simulations, Differential Equations, Computer-Aided Design, Algorithms, Chemistry

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Transfer Learning, PyTorch (Machine Learning Library), Performance Tuning, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    108 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    79 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Software Architecture, Test Automation, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
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    DeepLearning.AI

    Prompt Engineering for Vision Models

    Skills you'll gain: Prompt Engineering, Multimodal Prompts, Generative AI, Vision Transformer (ViT), Image Analysis, Computer Vision, AI Personalization, AI Workflows

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Project · Less Than 2 Hours

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    Coursera

    GenAI for Software Engineering Teams

    Skills you'll gain: Software Development Tools, Software Development Methodologies, Agile Methodology, Responsible AI, AI Enablement, AI Workflows, Team Oriented, Software Engineering, Engineering Management, Cross-Functional Collaboration, Generative AI

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Scrum Alliance

    Get Started with AI Prompt Engineering

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, AI Workflows, AI Enablement, AI Product Strategy, Scaled Agile Framework, Artificial Intelligence, Agile Methodology, Generative AI, Kanban Principles

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, Dataflow, Data Transformation, Keras (Neural Network Library), Data Pipelines, Data Modeling, Machine Learning, Deep Learning, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Prompt Engineering Generative AI & LLM Models Fundamentals

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, LLM Application, Retrieval-Augmented Generation, Natural Language Processing, Model Evaluation, Data Cleansing, Transfer Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • CTO Excellence: Driving Engineering Excellence: Coursera
  • Machine Design Part I: Georgia Institute of Technology
  • Major Engineering Projects: Governance, Risk and Scope: University of Leeds
  • Engineering Genetic Circuits: Modeling and Analysis: University of Colorado Boulder
  • Generative AI Engineering and Fine-Tuning Transformers: IBM
  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
  • Prompt Engineering for Vision Models: DeepLearning.AI
  • GenAI for Software Engineering Teams: Coursera
  • Get Started with AI Prompt Engineering: Scrum Alliance

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Object-oriented Programming (13)
Kubernetes (10)
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