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  • Petroleum Engineering

Petroleum Engineering Courses

Petroleum engineering courses can help you learn drilling techniques, reservoir management, production optimization, and safety protocols. You can build skills in data analysis, project management, and environmental impact assessment. Many courses introduce tools like simulation software, geological modeling programs, and data visualization platforms, that support analyzing subsurface conditions and enhancing extraction processes.


Popular Petroleum Engineering Courses and Certifications


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    Packt

    AI & LLM Engineering Mastery - GenAI, RAG Complete Guide

    Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Feature Engineering 日本語版

    Skills you'll gain: Feature Engineering, Data Preprocessing, MLOps (Machine Learning Operations), Tensorflow, Data Transformation, Keras (Neural Network Library), Data Pipelines, Applied Machine Learning, Machine Learning, Data Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Using Rapid Prototyping in the Engineering Design Process

    Skills you'll gain: Engineering Design Process, Engineering Drawings, Prototyping, Drafting and Engineering Design, Mechanical Drawings, Computer-Aided Design, Technical Drawing, Robotics

    4.8
    Rating, 4.8 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability

    3.8
    Rating, 3.8 out of 5 stars
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    44 reviews

    Advanced · 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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    76 reviews

    Advanced · Course · 1 - 4 Weeks

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    IBM

    Data Engineering Career Guide and Interview Preparation

    Skills you'll gain: Professional Networking, Technical Communication, Professional Development, Relationship Building, Data Infrastructure, Data Warehousing, Data Pipelines, Data Processing, Professionalism, Data Storage, Verbal Communication Skills, Communication Strategies, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    96 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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    Technical University of Denmark (DTU)

    Global Environmental Management

    Skills you'll gain: Water Resource Management, Energy and Utilities, Environmental Engineering, Stormwater Management, Environment and Resource Management, Sustainable Technologies, Civil Engineering, Environmental Management Systems, Water Quality, Land Management, Sustainable Development, Cultural Sensitivity, Climate Change Adaptation

    4.7
    Rating, 4.7 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 3 Months

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    Infosec

    CISSP Domain 3: Security Architecture and Engineering

    Skills you'll gain: IT Security Architecture, Threat Modeling, Application Security, Cloud Deployment, Cloud Computing Architecture, Cloud Computing, Cloud Services, Security Engineering, Cloud Security, Systems Architecture, Information Systems Security, Security Controls, Secure Coding, Public Cloud, Threat Management, Software As A Service, Infrastructure As A Service (IaaS), Computer Security, Threat Detection, Role-Based Access Control (RBAC)

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Advanced · Course · 1 - 4 Weeks

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    Northeastern University

    Engineering Probability and Statistics Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Probability & Statistics, Statistical Analysis, Experimentation, Data Analysis, Data Presentation, Estimation

    Mixed · Course · 1 - 3 Months

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    Starweaver

    GenAI Data Engineering and RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, System Monitoring, Generative AI, Prompt Engineering, Data Processing, AI Workflows, Scalability, Data Architecture, Data Pipelines, Embeddings, Performance Tuning, Continuous Monitoring, Database Systems, Talent Pipelining, Process Optimization, Engineering

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Data Engineering on Google Cloud

    Skills you'll gain: Metadata Management, Data Sharing, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Migration, Data Warehousing, Data Infrastructure, Apache Airflow, Data Processing, Big Data, Data Management, Information Management, Cloud Storage, Apache Spark, Automation

    Beginner · Course · 1 - 3 Months

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1…242526…374

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

  • AI & LLM Engineering Mastery - GenAI, RAG Complete Guide: Packt
  • Feature Engineering 日本語版: Google Cloud
  • Using Rapid Prototyping in the Engineering Design Process: Arizona State University
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • Data Engineering Career Guide and Interview Preparation: IBM
  • Statistical Learning for Engineering Part 1: Northeastern University
  • Global Environmental Management: Technical University of Denmark (DTU)
  • CISSP Domain 3: Security Architecture and Engineering: Infosec
  • Engineering Probability and Statistics Part 2: Northeastern University

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