Diploma in Oil & Gas Using Data Analytics

Foundations of Oil & Gas Data Analytics
Python Programming for Data Analytics
Machine Learning and Big Data Technologies
ML Application in Oil & Gas Operations (for Drilling, Reservoir, Petro physics, Well testing, Seismic & Production forecasting)
Power Bl and SQL for Data Management

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Diploma in Oil & Gas Using Data Analytics

in Collaboration with Lincoln Professional University

Course Overview

In collaboration with Lincoln Professional University, this 14-week comprehensive course aims to provide participants with in-depth knowledge of modern data analytics techniques. They will learn to apply these techniques to solve industry-specific problems and gain hands-on experience through case studies and capstone projects. Upon completion, participants will be equipped to drive innovation and improve efficiency, safety, and profitability in their respective organizations.

This detailed curriculum offers a roadmap for a comprehensive educational journey, ensuring participants are well-prepared to tackle the challenges and seize the opportunities in the dynamic Oil & Gas industry.

Benefits of Learning with Edvantage Learning

Informed Decision-Making: Understanding career prospects provides clarity on potential job opportunities and industry demand, helping learners make informed decisions about their career paths.
Strategic Skill Development: By knowing which skills are in high demand, learners can strategically focus on acquiring and honing those skills, increasing their employability and competitiveness in the job market.
Career Growth Opportunities: Learning about career prospects enables learners to identify growth areas within their chosen field, allowing them to set clear career goals and pathways for advancement.
Enhanced Networking: Being aware of career prospects facilitates networking with professionals in relevant industries, opening doors to mentorship, job opportunities, and professional development resources.

Why to learn Oil & Gas Using Data Analytics:

High Demand for Data Professionals: The oil and gas industry is increasingly relying on data analytics for decision-making and operational efficiency, leading to a high demand for skilled data professionals.
Lucrative Career Opportunities: Professionals with expertise in data analytics and oil and gas can secure high-paying positions in leading companies within the industry, such as data scientists, analysts, and engineers.
Diverse Job Roles: Learning data analytics opens up a wide range of career paths in the oil and gas sector, including roles in exploration, production, safety management, and predictive maintenance.
Competitive Edge: Gaining proficiency in data analytics provides a competitive edge in the job market, making you a valuable asset to potential employers who are looking for innovative solutions to industry challenges.
Career Advancement: Knowledge of data analytics can lead to faster career progression, with opportunities for leadership positions in data management, strategic planning, and operational optimization.
Global Opportunities: The oil and gas industry operates on a global scale, and expertise in data analytics can open doors to international job opportunities, allowing you to work in diverse locations and gain global experience.

Course Highlights:

Week 1 - 3: Foundations of Oil & Gas Data Analytics

Week 1: Introduction to Energy Sector Challenges and Data Basics

Overview of global energy landscape.
Specific challenges in Oil & Gas exploration and production.
Types of data: seismic, geospatial, operational, environmental
Introduction to data collection technologies: IoT, sensors, satellites

Week 2: Data Management Fundamentals and Statistical Analysis

Data storage solutions (Cloud, On premise)
Data cleaning and preprocessing for Oil & Gas datasets
Application of statistics in well test analysis
Basics of Bayesian methods for uncertainty estimation

Week 3: Statistical Analysis Techniques and Data Visualization

Advanced statistical methods in Oil & Gas
Introduction to data visualization principles
Tools and techniques for effective data presentation

Week 4 - 6: Python Programming for Data Analytics

Week 4: Python Fundamentals and Control Flow

Discover the significance of Data Science/AI ML in the Oil and Gas Industry.
Introduction to Python basics: IDEs, installation, data types, variables, basic operations.
Essential data structures: lists, tuples, dictionaries.
Control flow mechanisms: conditional statements, loops

Week 5: Functions and Advanced Python Concepts

Functions: definition, usage, module creation, exception handling
NumPy for numerical operations and array manipulations
Pandas for data generation, reading, processing, and manipulation of tabular data

Week 6: Data Analytics and Visualization

Data visualization with Matplotlib
Real world dataset exploration using NumPy and Pandas
Deriving insights through data visualization techniques

Week 7- 9: Machine Learning and Big Data Technologies

Week 7: Introduction to Machine Learning

Machine learning models for predictive maintenance.
Regression models for estimating reservoir performance.

Week 8: Advanced Machine Learning Techniques

Ensemble methods for predicting equipment failures
Neural networks for seismic data interpretation

Week 9: Time Series Analysis and Big Data

Forecasting production levels using ARIMA models
Realtime data analysis for operational decision-making
Introduction to Hadoop and Spark in Oil & Gas data processing

Week 10: Application in Oil & Gas Operations

Optimization Techniques

Analytics in drilling operations and production optimization.
Predictive maintenance models for asset integrity.
Environmental impact assessments and safety risk analysis.

Week 11- Week 13: Power BI and SQL for Data Management

Database Management and Data Transformation

Creating and managing databases with SQL.
Data exploration and transformation with Power BI.
Visualizing production trends and forecasting.

Week 14: Special Topics and Capstone Project Introduction

Emerging Technologies and Capstone Preparation

Emerging technologies in Oil & Gas (AI, IoT advancements).
Ethical considerations in data collection and processing.
Introduction to Capstone Project: problem selection and initial planning.
Managing cross functional teams in analytics initiatives.
Tools and techniques for project management.

Get a chance for Internship & placement Opportunities:

At our institution, we understand the importance of bridging the gap between academic learning and real-world industry experiences. Through strategic collaborations with leading organizations, we provide our students with enriching opportunities for placements and internships. Here's a closer look at some of our valued industry partners:

Time Table

Frequently Asked Questions:

Typically, there are no strict prerequisites, but familiarity with basic programming concepts and a willingness to learn are beneficial.

The course begins on August 10th, 2024, with sessions held on Saturdays and Sundays only, over weekends. The timings are 10:30 AM IST or 5:00 PM GMT

This course will include hands-on projects, case studies, or interactive exercises to apply theoretical knowledge in real-world scenarios.

Yes, participants will have lifetime access to study materials and recordings for convenient review and ongoing learning.

Yes, upon successfully completing the course, participants will receive a certificate from Lincoln Professional University, recognizing their achievement and completion of the program.

While the outcome varies for each individual, completing this course can certainly enhance your skills and knowledge, making you more competitive in the job market or better equipped for career advancement. However, it's essential to actively apply what you learn and continuously seek opportunities for growth.

Participants receive career assistance to help them apply their newly acquired skills in the professional realm, including guidance on job opportunities, networking, and leveraging their expertise effectively.

Yes, participants who successfully complete the training will receive a certificate.

11,000 INR or 150 USD

Absolutely! Live sessions offer participants the opportunity to interact with experienced instructors, ask questions, and engage in discussions to deepen their understanding of the subject matter.

Enrolling is simple! Visit our website or contact our enrollment team to secure your spot in the upcoming training cohort. Hurry, limited seats available!

Edvantage Learning is a recognized Ed-Tech Firm, a training and consulting enterprise that provides clients with specialized training in overall development of an individual from professional to brand building. We are equipped with professionals trained in various fields and ready to share their experience with the dedicated ones.