L&T EduTech
Petroleum Engineering with AI Applications Specialization
L&T EduTech

Petroleum Engineering with AI Applications Specialization

Start a career in Oil & Gas, Petroleum Industry. Mastering upstream and midstream oil and gas operations with AI&ML applications.

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Get in-depth knowledge of a subject
4.7

(70 reviews)

Advanced level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(70 reviews)

Advanced level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • AI/ML in seismic data and geomodelling improves reservoir accuracy and hydrocarbon recovery .

  • Efficient data handling and AI tech enhance decision-making, predictive maintenance, and monitoring.

  • Treating produced water and managing waste/vent systems ensures safety and environmental compliance.

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Taught in English

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from L&T EduTech
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Specialization - 5 course series

Hydrocarbon Exploration and Production

Course 17 hours4.9 (33 ratings)

What you'll learn

Skills you'll gain

Category: Gas Sweetening methods
Category: Gas gathering and compression
Category: Equipment Design
Category: Safety and Security
Category: Facility Repair And Maintenance
Category: Gas Dehydration Methods
Category: Manufacturing Processes
Category: Liquid recovery processes
Category: Pipeline transportation of natural gas and gas flow systems
Category: Process Engineering
Category: Process Control
Category: Condensate stabilization systems
Category: Manufacturing and Production
Category: Gas Hydrates and Temperature control
Category: Plant Operations and Management
Category: Piping guidelines and safety
Category: Thermal Management
Category: Production/Separation Facility for Gas

What you'll learn

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Seismic Data Processing using AI & ML
Category: Overview of crude oil treating systems
Category: Data Mining
Category: Process Analysis
Category: Data Processing
Category: Onshore and Offshore Hydrocarbon Storage Facilities
Category: Anomaly Detection
Category: Machine Learning
Category: Image Analysis
Category: Data handling in O&G Industry
Category: Overview of oil and gas exploration and drilling methods
Category: ML in Reservoir Engineering
Category: Geomodelling Process
Category: Overview of natural gas production and processing
Category: Advances in AI Technology for O&G Industry
Category: Production Process
Category: Big Data
Category: Natural Resource Management
Category: Python Programming

Natural Gas Production and Processing

Course 34 hours4.6 (23 ratings)

What you'll learn

Skills you'll gain

Category: Safety Assurance
Category: Failure Mode And Effects Analysis
Category: Gas to liquid and gas to wire processes
Category: Water Resources
Category: Auxiliary Equipment
Category: Relief Valves and relief systems
Category: Environmental Concerns, Energy Efficiency and Sustainability
Category: Flare and Vent Systems
Category: Environmental Issue
Category: Steam Generation and Thermal Utilities
Category: Breakage Control
Category: Electrical Safety
Category: Safety and hazard analysis (HAZOP, HAZID and SIMOP)
Category: Accident Prevention
Category: Basic safety concepts and considerations
Category: Waste Minimization
Category: Fire And Life Safety
Category: Instrument Air, Process Air, Nitrogen and Inert Gas Systems
Category: Risk Analysis
Category: Process Engineering
Category: Waste and Water Management
Category: Environment
Category: Process Control
Category: Plant Operations and Management
Category: Environment and Resource Management
Category: Failure Mode Effect Analysis (FMEA
Category: Environmental Impact Assessment
Category: Pollution Prevention
Category: Power Generation and Distribution
Category: Natural Resource Management

AI & ML Applications in Oil and Gas Industry

Course 45 hours5.0 (35 ratings)

What you'll learn

Skills you'll gain

Category: Flow dynamics
Category: Heavy oil transportation
Category: Safety Assurance
Category: Equipment Design
Category: Engineering Practices
Category: Gathering stations
Category: Three-Phase
Category: Transportation Operations
Category: Dehydration, demulsification, desalting and crude stabilization
Category: Process Engineering
Category: Produced water treatment
Category: Design theories of two-phase and three phase separation systems
Category: Pump Stations
Category: Environment
Category: Hydraulics
Category: Pipeline specifications
Category: Flow measurements
Category: Thermal Management

What you'll learn

Skills you'll gain

Category: Geostatistics
Category: Emerging Technologies
Category: Upstream Equipment and Platforms
Category: Safety and Security
Category: Drilling Methods and Systems
Category: Engineering
Category: Engineering Practices
Category: Seismic data interpretation
Category: Reservoir characterization and well stimulation
Category: Process Engineering
Category: Geological and geophysical surveys
Category: Mathematical Modeling
Category: Geospatial Information and Technology
Category: Environment and Resource Management
Category: Production Process
Category: Enhanced oil recovery techniques
Category: Natural Resource Management
Category: Primary and secondary recovery methods

Instructor

Subject Matter Expert
L&T EduTech
118 Courses98,512 learners

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L&T EduTech

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