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