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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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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: LLM Application, Large Language Modeling, AI Product Strategy, Generative AI, Web Applications, Artificial Intelligence, Prompt Engineering, Agentic systems, Information Architecture, Application Programming Interface (API), Automation, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Prompt Engineering, PyTorch (Machine Learning Library), Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Computer Vision, Image Analysis, Generative AI, Generative Model Architectures, Application Deployment, Artificial Neural Networks, Text Mining, Deep Learning, Cloud Hosting, Semantic Web, Restful API

    Intermediate · Specialization · 1 - 4 Weeks

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    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Image Analysis, Computer Vision, Data Processing

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Generative AI for Software Development

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Database Design, LLM Application, Software Documentation, Software Design Patterns, Databases, Test Automation, Collaborative Software, Software Testing, Application Design, Technical Documentation, Generative AI, Database Management, Software Design, Code Review, Software Architecture, Software Engineering, Software Development, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    721 reviews

    Beginner · Professional Certificate · 1 - 3 Months

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    National Taiwan University

    商管統計資料分析二 (Analytics for Business and Management (II))

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 3 Months

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    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Software Testing, Data Structures, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Debugging, Algorithms, Django (Web Framework), Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud Fundamentals: Core Infrastructure

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Kubernetes, Containerization, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Cloud Computing, Application Development, Generative AI Agents, Network Infrastructure, Serverless Computing, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    49K reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    ML Pipelines on Google Cloud - 한국어

    Skills you'll gain: CI/CD, Apache Airflow, Data Pipelines, MLOps (Machine Learning Operations), Google Cloud Platform, Tensorflow, Kubernetes, Metadata Management, Machine Learning Methods, Containerization, Data Processing, Data Validation

    Advanced · Course · 1 - 3 Months

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    Coursera

    GenAI for Medical Coders: Simplifying Documentation

    Skills you'll gain: Clinical Documentation, Medical Coding, Generative AI, Regulatory Compliance, Compliance Management, Medical Records, Medical Billing and Coding, Medical History Documentation, Health Informatics, Automation, Operational Efficiency, Technology Solutions

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced CNNs, Transfer Learning, and Recurrent Networks

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Computer Vision, Natural Language Processing, Network Architecture, Medical Imaging

    Advanced · Course · 1 - 3 Months

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    Edureka

    Practical Deep Learning with Python

    Skills you'll gain: Artificial Intelligence, Python Programming, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Seaborn Python: Design & Customize Advanced Visualizations

    Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Exploratory Data Analysis, Data Visualization Software, Statistical Visualization, Data Storytelling, Scatter Plots, Pandas (Python Package)

    Mixed · Course · 1 - 4 Weeks

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

  • H2O GPTe Learning Path: H2O.ai
  • Introduction to Transformer Models for NLP: Pearson
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Generative AI for Software Development: DeepLearning.AI
  • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
  • Programming in Python: Meta
  • Google Cloud Fundamentals: Core Infrastructure: Google Cloud
  • ML Pipelines on Google Cloud - 한국어: Google Cloud
  • GenAI for Medical Coders: Simplifying Documentation: Coursera
  • Advanced CNNs, Transfer Learning, and Recurrent Networks: Packt

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Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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