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Petroleum Data Analytics basics Course

Course Reviews

Track :

Engineering

Lessons no : 20

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Master essential data analytics techniques for petroleum industry insights and decision-making using real-world datasets and tools
  • Apply statistical analysis and visualization methods to interpret petroleum exploration, production, and reservoir data effectively
  • Utilize data mining and machine learning algorithms to optimize drilling operations and enhance reservoir management
  • Develop predictive models to forecast oil and gas production trends and improve resource allocation
  • Implement data cleaning and preprocessing strategies specific to petroleum datasets for accurate analysis
  • Analyze seismic, well log, and production data to identify patterns and support strategic petroleum engineering decisions
  • Leverage industry-specific analytics software to streamline data workflows and improve operational efficiency
  • Communicate complex petroleum data insights clearly to stakeholders for informed decision-making

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 20
Session 1 Python Crash Course | SPE UOB Algeria Chapter
01:10:42

Session 1 Python Crash Course | SPE UOB Algeria Chapter
Session 2 Data Analysis tools NumPy Pandas | SPE UOB Algeria Chapter
01:12:20

Session 2 Data Analysis tools NumPy Pandas | SPE UOB Algeria Chapter
Session 3 Data Visualisation using Matplotlib Seaborn Plotly | SPE UOB Algeria Chapter
01:07:42

Session 3 Data Visualisation using Matplotlib Seaborn Plotly | SPE UOB Algeria Chapter
Session 4 Petroleum Data Analysis Projects | SPE UOB Algeria Chapter
00:51:33

Session 4 Petroleum Data Analysis Projects | SPE UOB Algeria Chapter
All about Volve Field and Production Data | ML | Python
00:12:40

All about Volve Field and Production Data | ML | Python
Petroleum Data Analytics Project based Mini Course | IFP School France | python | oilandgas |
02:01:19

Petroleum Data Analytics Project based Mini Course | IFP School France | python | oilandgas |
Energy Data Science Journey
00:31:24

Energy Data Science Journey
Lecture 1 Introduction to Python with Simple Computations Operators | oilandgas | datascience
00:10:12

Lecture 1 Introduction to Python with Simple Computations Operators | oilandgas | datascience
Lecture 2 Variable Assignment in Python with Darcy s Law Example | oilandgas | datascience
00:09:15

Lecture 2 Variable Assignment in Python with Darcy s Law Example | oilandgas | datascience
Lecture 3 Input Statements f Strings in Python Darcy s Example | oilandgas | datascience
00:09:42

Lecture 3 Input Statements f Strings in Python Darcy s Example | oilandgas | datascience
Lecture 4 Data Structures Strings Index Slice Reverse with Python | oilandgas | datascience
00:07:26

Lecture 4 Data Structures Strings Index Slice Reverse with Python | oilandgas | datascience
Lecture 5 Lists Concept of Mutability with Python | oilandgas | datascience
00:09:49

Lecture 5 Lists Concept of Mutability with Python | oilandgas | datascience
Lecture 6 Tuples Immutable Objects in Python | oilandgas | datascience
00:01:35

Lecture 6 Tuples Immutable Objects in Python | oilandgas | datascience
Lecture 7 Dictionaries Sneak Peek into Pandas DataFrames Python | oilandgas | datascience
00:17:27

Lecture 7 Dictionaries Sneak Peek into Pandas DataFrames Python | oilandgas | datascience
Lecture 8 If Elif Else Code Blocks in Python | oilandgas | datascience
00:26:00

Lecture 8 If Elif Else Code Blocks in Python | oilandgas | datascience
Lecture 9 Functions Code Abstraction in Python | oilandgas | datascience
00:30:11

Lecture 9 Functions Code Abstraction in Python | oilandgas | datascience
Lecture 10 For Loops Iterative Computations in Python | oilandgas | datascience
00:26:13

Lecture 10 For Loops Iterative Computations in Python | oilandgas | datascience
Lecture 11 Project Reservoir Eng application of Newton Raphson s | datascience | python
00:18:26

Lecture 11 Project Reservoir Eng application of Newton Raphson s | datascience | python
Lecture 12 NumPy Pythons Speed GUNNN | datascience | python
00:27:19

Lecture 12 NumPy Pythons Speed GUNNN | datascience | python
Lecture 13 Pandas Pythons Excel | datascience | python | oilandgas analysis
00:26:54

Lecture 13 Pandas Pythons Excel | datascience | python | oilandgas analysis


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4.3
4 Reviews
Muhammad Fiaz 

Excellent
2026-06-05

Walter Kielbus 

average
2025-03-18

Luís Da Silva Gama De Água Rosada 

First of all, I want to thank you for the opportunity to be part of your academy. Second, I want to thank the course teacher. I learned a lot. It was difficult to find a course like this, so I am happy to have completed the course completely.
2025-02-22

Ali Asadi 

good
2025-02-02

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Petroleum Data Analytics basics Course Description

Petroleum Data Analytics course, In this course we will explore data analytics techniques tailored for the petroleum industry's data-driven decision-making.