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Petroleum Data Analytics

Track :

Engineering

Lessons no : 48

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Master techniques for analyzing petroleum data to optimize extraction and processing efficiency using advanced analytics tools
  • Apply statistical methods and data visualization to interpret petroleum production and reservoir performance data
  • Utilize machine learning algorithms to predict reservoir behavior and enhance decision-making in petroleum operations
  • Implement data-driven strategies to improve safety, reduce costs, and increase sustainability in petroleum extraction processes
  • Develop skills to manage large-scale petroleum datasets for real-time monitoring and operational insights
  • Design predictive models to forecast equipment failure and optimize maintenance schedules in petroleum facilities
  • Leverage data analytics to identify trends and opportunities for maximizing petroleum resource recovery
  • Integrate GIS and spatial analysis tools to map and analyze petroleum reservoirs and exploration sites

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 | 48
How to become a Petroleum Data Analytics Engineer | Python | Oilandgas | MachineLearning
00:17:41

How to become a Petroleum Data Analytics Engineer | Python | Oilandgas | MachineLearning
Lecture 1 Newton Raphson s Method | Oil Gas Data Analysis using Python | Petroleum From Scratch
00:11:22

Lecture 1 Newton Raphson s Method | Oil Gas Data Analysis using Python | Petroleum From Scratch
Lecture 2 Mini Project | Reservoir Engineering with Python | Klinkenberg Effect
00:16:08

Lecture 2 Mini Project | Reservoir Engineering with Python | Klinkenberg Effect
Lecture 3 Mini Project | Data Analysis Visualization | Production Nodal Analysis | Python
00:23:38

Lecture 3 Mini Project | Data Analysis Visualization | Production Nodal Analysis | Python
Well Testing Web App for Reservoir Engineers | Python | Oilandgas
00:05:14

Well Testing Web App for Reservoir Engineers | Python | Oilandgas
Lecture 4 Numpy 1 Introduction to Numpy | Data Analysis MachineLearning | Python
00:07:34

Lecture 4 Numpy 1 Introduction to Numpy | Data Analysis MachineLearning | Python
Lecture 5 Numpy 2 Array s Dimensions and Shape | Data Analysis MachineLearning | Python
00:12:50

Lecture 5 Numpy 2 Array s Dimensions and Shape | Data Analysis MachineLearning | Python
Lecture 6 Numpy 3 Inbuilt Methods for generating Arrays | Data Analysis MachineLearning
00:11:52

Lecture 6 Numpy 3 Inbuilt Methods for generating Arrays | Data Analysis MachineLearning
Lecture 7 Numpy 4 Array Indexing 1 D arrays | Data Analysis MachineLearning | Python
00:08:20

Lecture 7 Numpy 4 Array Indexing 1 D arrays | Data Analysis MachineLearning | Python
Lecture 8 Numpy 5 Array Slicing 1 D arrays | Data Analysis MachineLearning | Python
00:11:13

Lecture 8 Numpy 5 Array Slicing 1 D arrays | Data Analysis MachineLearning | Python
Lecture 9 Numpy 6 Indexing for Higher dimensional Arrays | Data Analysis MachineLearning
00:10:10

Lecture 9 Numpy 6 Indexing for Higher dimensional Arrays | Data Analysis MachineLearning
Lecture 10 Numpy 7 Slicing Higher dimensional Array | Data Analysis MachineLearning | Python
00:20:45

Lecture 10 Numpy 7 Slicing Higher dimensional Array | Data Analysis MachineLearning | Python
Lecture 11 Numpy 8 Array Reshape | Data Analysis MachineLearning | Python
00:20:35

Lecture 11 Numpy 8 Array Reshape | Data Analysis MachineLearning | Python
Lecture 12 Numpy 9 Random Numbers Generation Part 1 | Data Analysis MachineLearning | Python
00:12:53

Lecture 12 Numpy 9 Random Numbers Generation Part 1 | Data Analysis MachineLearning | Python
Lecture 13 Numpy 10 Random Numbers Generation Part 2 | Data Analysis MachineLearning | Python
00:26:29

Lecture 13 Numpy 10 Random Numbers Generation Part 2 | Data Analysis MachineLearning | Python
Lecture 14 Numpy 11 Numpy Functions 1 Arithmetic | Data Analysis MachineLearning | Python
00:12:30

Lecture 14 Numpy 11 Numpy Functions 1 Arithmetic | Data Analysis MachineLearning | Python
Lecture 15 Numpy 12 Numpy Functions 2 All Functions | Data Analysis MachineLearning | Python
00:25:31

Lecture 15 Numpy 12 Numpy Functions 2 All Functions | Data Analysis MachineLearning | Python
Lecture 16 Pandas 1 Introduction to Pandas Data Analysis and Manipulation | ML | Python
00:08:21

Lecture 16 Pandas 1 Introduction to Pandas Data Analysis and Manipulation | ML | Python
Lecture 17 Pandas 2 Introduction to Pandas s Data structures | ML | Python
00:21:27

Lecture 17 Pandas 2 Introduction to Pandas s Data structures | ML | Python
Hands on Project Analyzing Practical Well Log Data Part 1
00:26:55

Hands on Project Analyzing Practical Well Log Data Part 1
Hands on Project Darcy s Law for Reservoir Pressure Profiling with Python
00:20:46

Hands on Project Darcy s Law for Reservoir Pressure Profiling with Python
Hands on Project Interactive GUI to understand Radial Steady state flow in Python
00:22:43

Hands on Project Interactive GUI to understand Radial Steady state flow in Python
Lecture 18 Pandas 3 Reading CSV File of Production Data | ML | Python
00:18:18

Lecture 18 Pandas 3 Reading CSV File of Production Data | ML | Python
Lecture 19 Pandas 4 Reading Crude Oil Price Data from HTML | ML | Python
00:08:06

Lecture 19 Pandas 4 Reading Crude Oil Price Data from HTML | ML | Python
Lecture 20 Pandas 5 Basic Functions | ML | Python
00:12:12

Lecture 20 Pandas 5 Basic Functions | ML | Python
Lecture 21 Pandas 6 Descriptive Statistical Analysis of Data | ML | Python
00:14:00

Lecture 21 Pandas 6 Descriptive Statistical Analysis of Data | ML | Python
Lecture 22 Pandas 7 Indexing and Accessing Columns from a Dataframe | ML | Python
00:11:05

Lecture 22 Pandas 7 Indexing and Accessing Columns from a Dataframe | ML | Python
All about Volve Field and Production Data | ML | Python
00:12:40

All about Volve Field and Production Data | ML | Python
Lecture 23 Pandas 8 Volve field Production dataframe initial EDA | ML | Python
00:08:22

Lecture 23 Pandas 8 Volve field Production dataframe initial EDA | ML | Python
Lecture 24 Data Visualization 1 Relative Permeability Plots | ML | Python
00:13:40

Lecture 24 Data Visualization 1 Relative Permeability Plots | ML | Python
Lecture 25 Data Visualization 2 Univariate Bivariate Statistical Plotting | ML | Python
00:10:35

Lecture 25 Data Visualization 2 Univariate Bivariate Statistical Plotting | ML | Python
Fractional Flow and Frontal Advancement APP with Python | Reservoir Engineering | Simulation
00:11:03

Fractional Flow and Frontal Advancement APP with Python | Reservoir Engineering | Simulation
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
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Petroleum course, In this course we will learn about the extraction, processing, and utilization of petroleum resources.