Generative AI in Oil and Gas

Service Description

Generative AI in Oil and Gas – Course Overview Unlock the potential of Generative AI (Gen AI) in the oil and gas industry with this in-person course designed to combine cutting-edge AI techniques with real-world applications. This course focuses on leveraging tabular and textual data, such as geological formations and rock facies, to deliver actionable insights and transform workflows in geoscience. Course Structure This course is structured into key modules, combining interactive lectures and hands-on labs for practical learning: Introduction to Generative AI Learn the fundamentals of Gen AI and its applications in the energy sector. Fine-Tuning Base Models Fine-tune pre-trained models (e.g., BERT, GPT) using domain-specific datasets, including geological formations and group data. Rock Facies Classification Implement Gen AI models for rock facies classification using tabular and text inputs. Multimodal Machine Learning Combine tabular and text data for advanced modeling of geological properties and relationships. Text Summarization and Querying Automate summarization of geological reports and querying unstructured datasets using Gen AI. Advanced Applications Explore predictive modeling, operational efficiency, and resource estimation with Gen AI. What You’ll Learn Master the basics of Generative AI and pre-trained models. Fine-tune models for classification tasks with domain-specific data. Build multimodal models combining tabular and text data. Use Gen AI for text summarization and querying geological datasets. Explore advanced applications to enhance decision-making and efficiency. Who Should Enroll This course is ideal for geoscientists, engineers, and data professionals seeking to enhance their analytics capabilities using Generative AI. Gain hands-on experience in applying AI to rock facies classification, multimodal learning, and geological data analysis. Enroll in "Generative AI in Oil and Gas" to transform your data-driven workflows and harness the power of AI in geoscience.