Spotfire Analytics for Oil & Gas Mentor: Edvantage Learning
Spotfire Analytics for Oil & Gas
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Course Objectives

 

This course is designed to provide students as well as professionals with a comprehensive set of skills and knowledge in the domain of TIBCO Spotfire analytics applied to the oil and gas industry. Throughout the course, participants will learn how to efficiently prepare and wrangle data, including data cleaning, transformation, and handling of missing data and outliers. They will then progress to advanced field data analysis and visualization in Spotfire, mastering the creation of plots, charts, and tables while interpreting field data visualizations. Additionally, participants will gain expertise in production performance analysis, including geospatial data assessment, KPI analysis, and real-time production dashboard creation. The course also covers production trend analysis and forecasting with machine learning, allowing learners to delve into time series analysis, anomaly detection, and predictive maintenance for pump failure prevention.

Finally, participants will explore drilling optimization with machine learning, encompassing exploratory data analysis, feature engineering, rate of penetration prediction, and model evaluation, preparing them to tackle real-world challenges in the oil and gas sector.


 

Learning Objectives

·       Develop data preparation and wrangling skills in TIBCO Spotfire.

·       Master data analysis and visualization techniques for field data.

·       Gain proficiency in production performance analysis and dashboard creation.

·       Learn production trend analysis and forecasting with machine learning.

·       Understand drilling optimization using exploratory data analysis and machine learning.

Prerequisites

·       Basic understanding of data concepts.

·       A strong interest in data analysis and visualization.

·       Computer literacy and familiarity with data analysis software (basic proficiency is a plus).

·       These prerequisites are designed to ensure that new learners can effectively engage with the course content and build a solid foundation in TIBCO Spotfire analytics for the oil and gas industry.

 

Topics to be covered

·       Data Visualization and Analysis

·       Field Data Analysis, Visualisation and Interpretation in Spotfire

·       Production Performance Analysis with Spotfire

·       Production Trend Analysis and Forecasting with Machine Learning in Spotfire

·       Drilling Optimization with Machine Learning in Spotfire

·       Reservoir Performance Monitoring with Spotfire

 

FAQs

1. When is the course commencing?

Ans: Expected date - Coming Soon

2. What are the course fees?

Ans: Fees - 150 USD (Limited Offer for first 10 Participants

3. What will be the medium of language for the training?

Ans: English

4. Will a certificate be provided?

Ans: Yes

5. What if I missed any live sessions?

Ans: We will be providing the recordings of the whole live sessions of the training along with materials for lifelong.

6. Why we should join?

Ans: Joining TIBCO Spotfire training presents a unique opportunity to acquire in-demand skills that are highly sought after in the job market. It opens doors to a wide range of career opportunities, from data analysis and visualization to business intelligence and data science. As you master Spotfire, you'll not only gain proficiency in the tool but also sharpen your ability to make data-driven decisions, a skill that's invaluable in various industries. With Spotfire expertise, you'll enjoy a competitive edge in today's data-centric world, making you a valuable asset to potential employers and broadening your career horizons