Python for Oil and Gas Machine Learning

Engineering

2023-12-18

Lessons List

Announcement of course Python for Oil and Gas

Lecture 0 How to follow up this course | Python for Oil and Gas

Lecture 1 print and type function | Python for Oil and Gas

Lecture 2 Mathematical Operations | Python for Oil and Gas

Lecture 3 Escape Sequences and Raw Strings | Python for Oil and Gas

Lecture 4 Variables in python | Python for Oil and Gas

Lecture 5 String Concatenation | Python for Oil and Gas

Lecture 6 String Formatting | Python for Oil and Gas

Lecture 7 input function Part 1 | Python for Oil and Gas

Lecture 8 input function Part 2 | Python for Oil and Gas

Lecture 9 String Indexing | Python for Oil and Gas

Lecture 10 String Slicing | Python for Oil and Gas

Lecture 11 Methods in Strings Part 1 | Python for Oil and Gas

Lecture 12 Methods in Strings Part 2 | Python for Oil and Gas

Lecture 13 Strings are Immutable | Python for Oil and Gas

Lecture 14 if else statements | Python for Oil and Gas

Lecture 15 and or operator | Python for Oil and Gas

Lecture 16 nested if else if elif else | Python for Oil and Gas

Lecture 17 versus is | Python for Oil and Gas

Lecture 18 while loops Part 1 | Python for Oil and Gas

Lecture 19 while loops Part 2 | Python for Oil and Gas

Lecture 20 for loops Part 1 | Python for Oil and Gas

Lecture 21 for loops Part 2 | Python for Oil and Gas

Lecture 22 Solution for Assignment 8 | Python for Oil and Gas

Lecture 23 nested if else inside for loop | Python for Oil and Gas

Lecture 24 for loop with strings | Python for Oil and Gas

Lecture 25 break continue keyword | Python for Oil and Gas

Lecture 26 Functions Part 1 | Python for Oil and Gas

Lecture 27 Functions Part 2 | Python for Oil and Gas

Lecture 28 Solution for Assignment 9 | Python for Oil and Gas

Lecture 29 Functions inside functions | Python for Oil and Gas

Lecture 30 Default parameters in functions | Python for Oil and Gas

Lecture 31 Scope of variables in functions | Python for Oil and Gas

Lecture 32 Introduction to lists | Python for Oil and Gas

Lecture 33 Adding data to lists | Python for Oil and Gas

Lecture 34 Deleting data from lists | Python for Oil and Gas

Lecture 35 in keyword | Python for Oil and Gas

Lecture 36 Methods in lists | Python for Oil and Gas

Lecture 37 looping in lists | Python for Oil and Gas

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

Lecture 39 Solution for Assignment 12 | Python for Oil and Gas

Lecture 40 Solution for Assignment 13 | Python for Oil and Gas

Lecture 41 Tuples Part 1 | Python for Oil and Gas

Lecture 42 Tuples Part 2 | Python for Oil and Gas

Lecture 43 Introduction to Dictionaries | Python for Oil and Gas

Lecture 44 Accessing data in dictionaries | Python for Oil and Gas

Lecture 45 Add data to dictionaries | Python for Oil and Gas

Lecture 46 in keyword values method in Dictionaries | Python for Oil and Gas

Lecture 47 Methods in Dictionaries | Python for Oil and Gas

Lecture 48 fromkeys method in dictionaries | Python for Oil and Gas

Lecture 49 Assignment 14 | Python for Oil and Gas

Lecture 50 Solution for Assignment 14 | Python for Oil and Gas

Lecture 51 Assignment 15 | Python for Oil and Gas

Lecture 52 More Practice Problems Dictionaries | Python for Oil and Gas

Lecture 53 Sets Part 1 | Python for Oil and Gas

Lecture 54 Sets Part 2 | Python for Oil and Gas

Lecture 55 Sets Part 3 | Python for Oil and Gas

Lecture 56 List Comprehension Part 1 | Python for Oil and Gas

Lecture 57 List Comprehension Part 2 | Python for Oil and Gas

Lecture 58 Assignment 17 | Python for Oil and Gas

Lecture 59 Dictionary and Set Comprehension | Python for Oil and Gas

Lecture 60 args star operator | Python for Oil and Gas

Lecture 61 args star operator with normal parameter | Python for Oil and Gas

Lecture 62 args star operator as argument | Python for Oil and Gas

Lecture 63 kwargs Double Star Operator | Python for Oil and Gas

Lecture 64 All kind of parameters inside function | Python for Oil and Gas

Lecture 65 lambda expression Anonymous function | Python for Oil and Gas

Lecture 66 map function | Python for Oil and Gas

Lecture 67 filter function | Python for Oil and Gas

Lecture 68 Iterable vs Iterator | Python for Oil and Gas

Lecture 69 zip function | Python for Oil and Gas

Lecture 70 Solution for Assignment 18 | Python for Oil and Gas

Lecture 71 any all function | Python for Oil and Gas

Lecture 72 Doc String | Python for Oil and Gas

Lecture 73 Intro to Object Oriented Programming OOP | Python for Oil and Gas

Lecture 74 OOP Create your first class | Python for Oil and Gas

Lecture 75 Solution for Assignment 19 | Python for Oil and Gas

Lecture 76 OOP Create a method for your class | Python for Oil and Gas

Lecture 77 Solution for Assignment 20 | Python for Oil and Gas

Lecture 78 OOP Class Variables | Python for Oil and Gas

Lecture 79 OOP Encapsulation and Abstraction | Python for Oil and Gas

Lecture 80 Name Mangling | Python for Oil and Gas

Lecture 81 OOP Inheritance Part 1 | Python for Oil and Gas

Lecture 82 OOP Inheritance Part 2 | Python for Oil and Gas

Lecture 83 OOP Inheritance Part 3 | Python for Oil and Gas

Lecture 84 OOP MRO Method Resolution Order | Python for Oil and Gas

Lecture 85 OOP Polymorphism | Python for Oil and Gas

Energy Data Science Journey

Lecture 1 Introduction to Python with Simple Computations Operators | oilandgas | datascience

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

Lecture 4 Data Structures Strings Index Slice Reverse with Python | oilandgas | datascience

Lecture 5 Lists Concept of Mutability with Python | oilandgas | datascience

Lecture 6 Tuples Immutable Objects in Python | oilandgas | datascience

Lecture 7 Dictionaries Sneak Peek into Pandas DataFrames Python | oilandgas | datascience

Lecture 8 If Elif Else Code Blocks in Python | oilandgas | datascience

Lecture 9 Functions Code Abstraction in Python | oilandgas | datascience

Lecture 10 For Loops Iterative Computations in Python | oilandgas | datascience

Lecture 11 Project Reservoir Eng application of Newton Raphson s | datascience | python

Lecture 12 NumPy Pythons Speed GUNNN | datascience | python

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

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kona Venkata Mahesh

This course provides an excellent foundation in Python with a strong focus on Oil & Gas applications. The machine learning concepts are explained clearly using real subsurface and well-log examples, making it highly relevant for petroleum engineers.

2025-12-31

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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