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An Interactive Online Training

Data Analytics and Machine Learning for Oil and Gas Using Microsoft Power BI

Master Data Analytics, Visualization, and Machine Learning to Unlock Insights and Optimize Operations

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Data Analytics and Machine Learning for Oil and Gas Using Microsoft Power BI

Data Analytics and Machine Learning for Oil and Gas Using Microsoft Power BI -

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Boost your team's skills and your budget! Enjoy group discounts for collaborative learning. Send an inquiry to info@peassociations.com.

Data Analytics and Machine Learning for Oil and Gas Using Microsoft Power BI

Our intensive Power BI training for oil and gas professionals covers data visualization, analytics, and reporting to help you gain insights from complex datasets. Learn how to create dynamic dashboards, perform trend analysis, and optimize operations using Power BI's powerful features. Enhance your decision-making skills and drive better outcomes in the oil and gas industry with our hands-on training. This training is designed by oil and gas professionals for professionals like Wise, where real oil and gas data sets are used for training with diversity in data sets.

Description

This Power BI course for oil and gas professionals starts with the basics, moves into data visualization and modeling, then teaches dashboard creation and Python integration. The advanced section covers anomaly detection, machine learning for classification and clustering, all with hands-on application to oil and gas data analysis.

Demo Class

Production By Reservoir

Preview

Hetrogenity Index PowerBi

Preview

Power BI Moving Average

Preview

Power BI Cumulative Production Calculation

Demo Class 1

Demo Class 2

Demo Class 3

Demo Class 4

Course Description

Introduction

In the dynamic landscape of the oil and gas industry, data is a goldmine waiting to be tapped. This comprehensive course empowers professionals to harness the power of data analytics and machine learning using Microsoft Power BI, a leading business intelligence tool. Through practical, hands-on exercises and real-world case studies, participants will acquire the skills to transform raw data into actionable insights, driving informed decision-making and operational efficiency.

Objectives

Master Power BI: Gain proficiency in using Power BI to connect, clean, transform, and visualize diverse oil and gas data.

Data Analytics for Oil and Gas: Apply data analytics techniques to uncover trends, patterns, and anomalies in production, exploration, and operational data.

Machine Learning Applications: Explore and implement machine learning algorithms for predictive modeling, anomaly detection, and optimization in oil and gas scenarios.

Data Visualization: Create compelling and interactive visualizations to communicate insights effectively to stakeholders.

Decision-Making: Utilize data-driven insights to make informed decisions that enhance productivity, reduce costs, and manage risk.

Training Methodology

Interactive Lectures: Engage with expert instructors through a combination of theoretical concepts and practical demonstrations.

Hands-on Exercises: Apply newly acquired skills to real-world oil and gas datasets using Power BI.

Case Studies: Analyze and solve industry-specific challenges using data analytics and machine learning.

Group Discussions: Collaborate with peers to share insights and learn from each other's experiences.

Personalized Feedback: Receive guidance and support from instructors to enhance your learning journey.

Organisational Impact

Improved Decision-Making: Equip teams with data-driven insights to optimize operations, reduce downtime, and identify new opportunities.

Enhanced Efficiency: Streamline processes, minimize waste, and improve productivity through data-driven analysis.

Risk Mitigation: Identify and address potential risks proactively using predictive modeling and anomaly detection.

Increased Profitability: Maximize revenue and reduce costs by making informed decisions based on data insights.

Personal Impact

Skill Enhancement: Acquire highly sought-after skills in data analytics and machine learning in the oil and gas sector.

Career Advancement: Open doors to new opportunities and career growth in a rapidly evolving industry.

Problem-Solving: Develop a data-driven mindset to identify and solve complex challenges effectively.

Confidence: Gain the confidence to leverage data to drive innovation and make impactful contributions to your organization.

Who Should Attend?

Oil and Gas Professionals: Engineers, geologists, analysts, managers, and anyone involved in data-driven decision-making.

Data Analysts and Scientists: Professionals looking to apply their expertise to the oil and gas industry.

Business Intelligence Professionals: Individuals seeking to enhance their skills with Power BI in the oil and gas context.

Anyone Interested in Data: Individuals passionate about leveraging data to drive innovation and efficiency in the oil and gas sector.

Course Outline

Module 1

Introduction to Power BI

Power BI Working Environments

Introduction to the Basics of Power BI

Basics of Data Loading and Data View

Simple Plotting in Power BI

Introduction to Bars, Stacked Bars, and Heat Maps

Creating KPI Metrics and Gauges for Oil Field Parameters

Module 2

Line and Scatter Plots

Creating Trends for Scatter Plots

Formatting Plots and Visuals

Introduction to Filtering

Multi-Criteria Filtering (By Well, Reservoir, Operator)

Simple Oil and Gas Field XY Mapping

Module 3

Basics of Data Modeling Theory

Relationships Between Oil and Gas Data

Working with Multi-Source Data

Data Manipulation and Transformation

Advanced Data Loading

Data View and Calculated Columns

Module 4

Cross Filtering

Creating Interactive Dashboards

Enhancing UX Through Advanced Formatting, Visuals, and Tools

Module 5

Introduction to Python for Power BI

Integrating Power BI and Python

Python Visuals in Power BI

Creating Python Analytics in Power BI

Working with Pandas Tables

Working with Matplotlib

Introduction to Machine Learning Algorithms

Module 6

Introduction to Anomaly Detection

Implementing Anomaly Detection in Power BI

Introduction to Tree-Based Modeling

Introduction to Classification

Implementation of Classification of Oil and Gas Assets in Power BI

Introduction to K-Means and Hierarchical Clustering

Clustering Wells based on Production KPIs

Certificates

On successful completion of this training course, PEA Certificate will be awarded to the delegates

About The Trainer

Mr. Nashat J. Omar With over 11 years of specialized experience in petroleum engineering, focus on production and flow assurance brings valuable expertise to the energy sector. He possess a strong command of Python and C#, which empowers him to create efficient data management solutions and streamline workflows. His collaborative nature and adaptability enable him to thrive in multidisciplinary settings, where he consistently contribute to success through innovative problem-solving. He is dedicated to continuous learning and staying ahead of industry advancements, ensuring that he can enhance operational efficiency and guarantee robust flow assurance.

Options & Brochure

Registration Form Request an In-House Proposal Download Brochure

Frequently Asked Questions

Why PEA?

PEA is a globally recognized provider of training courses for oil and gas professionals, offering a wide range of specialized training courses designed to enhance knowledge, skills, and expertise in the energy sector. With courses tailored to meet the evolving demands of the oil and gas industry, PEA helps professionals stay up-to-date with industry standards, technological advancements, and best practices.

Who are these training courses designed for?

Our courses are specifically developed for professionals in the oil and gas industry, including engineers, technical staff, managers, and other specialists looking to advance their careers. Whether you're a seasoned expert or new to the sector, our training for oil and gas professionals is suited to individuals at all stages of their professional journey.

Are these courses delivered online or in person?

PEA offers flexible learning solutions with both online courses and in-person training options. Online courses for oil and gas professionals provide the flexibility to learn from anywhere, while in-person courses offer a hands-on, interactive learning environment. Each training course page provides detailed information on the delivery format, allowing you to choose the option that best meets your learning style and schedule

Will I get access to the course recordings?

Yes, all participants will have access to the recordings for up to 1 month after the course. Extended access beyond this period can be arranged upon request.

Can I get customized training for my team?

Yes, PEA offers customized in-house training solutions for organizations looking to upskill their teams. We work closely with companies to design bespoke training courses for oil and gas professionals that address specific challenges and objectives. Whether you need on-site training or online solutions, we can tailor the training courses to suit your organization's needs.

Are there any prerequisites for attending a course?

Certain advanced training courses for oil and gas professionals may require prior experience or technical knowledge. These prerequisites ensure that participants can fully benefit from the course content. We recommend reviewing the course description on the relevant page to determine if any prerequisites apply to your selected course.

How can I enroll in a course?

Enrolling in one of our training courses for oil and gas professionals is simple and convenient. Navigate to the specific course page, click “Enroll Now,” and complete the Payment process. You may also get in touch with our Registration Team on WhatsApp: +91 6205464268 Email: info@peassociations.com

Will I receive a certificate after completing a course?

Yes, upon successful completion of our courses, you will receive an industry-recognized certificate from PEA This certification is designed to validate your skills and knowledge and can significantly enhance your professional credentials, boosting your career prospects in the competitive oil and gas sector.

When and how do I arrange payments?

We offer two convenient payment options: Bank Transfer - You can make payment via bank transfer. Once your registration is confirmed, you will receive an invoice with the banking details for the transfer. Payment Link - Alternatively, we provide a secure payment link that you can use to complete your payment after your registration has been confirmed.

What is the refund or cancellation policy?

All course bookings made through PEA are strictly non-refundable. By registering for a course, you acknowledge and accept that all fees are payable in full and are not subject to refund under any circumstances, including changes in personal or professional commitments or partial attendance.

PEA reserves the right to make reasonable adjustments to course content, trainers, or schedules where necessary, without entitling delegates to a refund. Comprehensive details of each course — including objectives, target audience, and content — are clearly outlined before enrolment, and it is the responsibility of the delegate to ensure the course's suitability prior to booking.

For any inquiries related to cancellations or bookings, please contact our support team, who will be happy to assist you.

Is there a discount for more than one registrant/course?

For corporate fees and group registration, please send your query to info@peassociations.com