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Python for Oil and Gas Machine Learning

Track :

Engineering

Lessons no : 101

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Master Python programming for oil and gas data analysis, modeling, and energy operations optimization using industry-specific tools and libraries
  • Apply Python to analyze geological and seismic data for improved exploration and reservoir management
  • Develop machine learning models in Python to predict oil and gas production trends and enhance decision-making
  • Utilize Python for automating routine tasks in oil and gas data processing, reducing operational costs and errors
  • Implement Python-based data visualization techniques to interpret complex geological and operational datasets effectively
  • Optimize drilling operations and equipment maintenance using Python-driven predictive analytics and sensor data analysis
  • Create Python scripts to streamline reservoir simulation, modeling, and performance forecasting processes
  • Leverage Python libraries like Pandas, NumPy, and Scikit-learn for efficient data manipulation and machine learning in oil and gas projects
  • Design Python workflows for real-time monitoring and analysis of oilfield equipment and production data
  • Apply Python to develop models for risk assessment and safety management in oil and gas operations
  • Use Python to analyze environmental impact data and support sustainable energy practices in the industry
  • Integrate Python with GIS tools for spatial data analysis and resource mapping in oil and gas exploration
  • Build predictive models in Python to optimize energy extraction and reduce environmental footprint
  • Utilize Python for data-driven decision-making in upstream and downstream oil and gas processes
  • Implement Python-based automation for data collection, processing, and reporting in oilfield operations
  • Enhance operational efficiency and safety through Python-powered analytics and machine learning applications

How to Get The Certificate

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  • 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 | 101
Announcement of course Python for Oil and Gas
00:04:15

Announcement of course Python for Oil and Gas
Lecture 0 How to follow up this course | Python for Oil and Gas
00:05:12

Lecture 0 How to follow up this course | Python for Oil and Gas
Lecture 1 print and type function | Python for Oil and Gas
00:10:05

Lecture 1 print and type function | Python for Oil and Gas
Lecture 2 Mathematical Operations | Python for Oil and Gas
00:08:05

Lecture 2 Mathematical Operations | Python for Oil and Gas
Lecture 3 Escape Sequences and Raw Strings | Python for Oil and Gas
00:18:05

Lecture 3 Escape Sequences and Raw Strings | Python for Oil and Gas
Lecture 4 Variables in python | Python for Oil and Gas
00:07:16

Lecture 4 Variables in python | Python for Oil and Gas
Lecture 5 String Concatenation | Python for Oil and Gas
00:08:00

Lecture 5 String Concatenation | Python for Oil and Gas
Lecture 6 String Formatting | Python for Oil and Gas
00:11:35

Lecture 6 String Formatting | Python for Oil and Gas
Lecture 7 input function Part 1 | Python for Oil and Gas
00:12:47

Lecture 7 input function Part 1 | Python for Oil and Gas
Lecture 8 input function Part 2 | Python for Oil and Gas
00:06:52

Lecture 8 input function Part 2 | Python for Oil and Gas
Lecture 9 String Indexing | Python for Oil and Gas
00:07:26

Lecture 9 String Indexing | Python for Oil and Gas
Lecture 10 String Slicing | Python for Oil and Gas
00:18:36

Lecture 10 String Slicing | Python for Oil and Gas
Lecture 11 Methods in Strings Part 1 | Python for Oil and Gas
00:10:13

Lecture 11 Methods in Strings Part 1 | Python for Oil and Gas
Lecture 12 Methods in Strings Part 2 | Python for Oil and Gas
00:15:18

Lecture 12 Methods in Strings Part 2 | Python for Oil and Gas
Lecture 13 Strings are Immutable | Python for Oil and Gas
00:04:07

Lecture 13 Strings are Immutable | Python for Oil and Gas
Lecture 14 if else statements | Python for Oil and Gas
00:16:37

Lecture 14 if else statements | Python for Oil and Gas
Lecture 15 and or operator | Python for Oil and Gas
00:09:07

Lecture 15 and or operator | Python for Oil and Gas
Lecture 16 nested if else if elif else | Python for Oil and Gas
00:09:52

Lecture 16 nested if else if elif else | Python for Oil and Gas
Lecture 17 versus is | Python for Oil and Gas
00:05:59

Lecture 17 versus is | Python for Oil and Gas
Lecture 18 while loops Part 1 | Python for Oil and Gas
00:14:11

Lecture 18 while loops Part 1 | Python for Oil and Gas
Lecture 19 while loops Part 2 | Python for Oil and Gas
00:15:42

Lecture 19 while loops Part 2 | Python for Oil and Gas
Lecture 20 for loops Part 1 | Python for Oil and Gas
00:09:31

Lecture 20 for loops Part 1 | Python for Oil and Gas
Lecture 21 for loops Part 2 | Python for Oil and Gas
00:09:36

Lecture 21 for loops Part 2 | Python for Oil and Gas
Lecture 22 Solution for Assignment 8 | Python for Oil and Gas
00:11:42

Lecture 22 Solution for Assignment 8 | Python for Oil and Gas
Lecture 23 nested if else inside for loop | Python for Oil and Gas
00:08:46

Lecture 23 nested if else inside for loop | Python for Oil and Gas
Lecture 24 for loop with strings | Python for Oil and Gas
00:07:12

Lecture 24 for loop with strings | Python for Oil and Gas
Lecture 25 break continue keyword | Python for Oil and Gas
00:19:15

Lecture 25 break continue keyword | Python for Oil and Gas
Lecture 26 Functions Part 1 | Python for Oil and Gas
00:10:08

Lecture 26 Functions Part 1 | Python for Oil and Gas
Lecture 27 Functions Part 2 | Python for Oil and Gas
00:12:01

Lecture 27 Functions Part 2 | Python for Oil and Gas
Lecture 28 Solution for Assignment 9 | Python for Oil and Gas
00:09:30

Lecture 28 Solution for Assignment 9 | Python for Oil and Gas
Lecture 29 Functions inside functions | Python for Oil and Gas
00:09:55

Lecture 29 Functions inside functions | Python for Oil and Gas
Lecture 30 Default parameters in functions | Python for Oil and Gas
00:08:21

Lecture 30 Default parameters in functions | Python for Oil and Gas
Lecture 31 Scope of variables in functions | Python for Oil and Gas
00:08:01

Lecture 31 Scope of variables in functions | Python for Oil and Gas
Lecture 32 Introduction to lists | Python for Oil and Gas
00:15:52

Lecture 32 Introduction to lists | Python for Oil and Gas
Lecture 33 Adding data to lists | Python for Oil and Gas
00:12:41

Lecture 33 Adding data to lists | Python for Oil and Gas
Lecture 34 Deleting data from lists | Python for Oil and Gas
00:09:48

Lecture 34 Deleting data from lists | Python for Oil and Gas
Lecture 35 in keyword | Python for Oil and Gas
00:02:36

Lecture 35 in keyword | Python for Oil and Gas
Lecture 36 Methods in lists | Python for Oil and Gas
00:14:04

Lecture 36 Methods in lists | Python for Oil and Gas
Lecture 37 looping in lists | Python for Oil and Gas
00:17:28

Lecture 37 looping in lists | Python for Oil and Gas
Lecture 38 Passing lists inside functions | Python for Oil and Gas
00:19:07

Lecture 38 Passing lists inside functions | Python for Oil and Gas
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Bright Amapdu 

Good 👍 work 
Thanks for the explanation
2025-10-30

Josiah Ibrahim 

I sincerely appreciate the leadership of mindluster, especially ,my mentors. i learned a lots through this wonderful platform. Thank you so much....
2025-08-13

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Python for Oil and Gas course, in this course Explore Python's applications in the oil and gas industry for data analysis, modeling, and optimizing energy operations.