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تحميل Petroleum Data Analytics

Engineering 2023-12-18

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لمشاهدة الكورس مباشر بدون تحميل اضغط هنا

عدد الدروس 48

قسم Engineering

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

Lecture 2 Mini Project | Reservoir Engineering with Python | Klinkenberg Effect

Lecture 3 Mini Project | Data Analysis Visualization | Production Nodal Analysis | Python

Well Testing Web App for Reservoir Engineers | Python | Oilandgas

Lecture 4 Numpy 1 Introduction to Numpy | Data Analysis MachineLearning | Python

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

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

Lecture 9 Numpy 6 Indexing for Higher dimensional Arrays | Data Analysis MachineLearning

Lecture 10 Numpy 7 Slicing Higher dimensional Array | Data Analysis MachineLearning | Python

Lecture 11 Numpy 8 Array Reshape | Data Analysis MachineLearning | Python

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

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

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

Hands on Project Analyzing Practical Well Log Data Part 1

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

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

Lecture 20 Pandas 5 Basic Functions | ML | Python

Lecture 21 Pandas 6 Descriptive Statistical Analysis of Data | ML | Python

Lecture 22 Pandas 7 Indexing and Accessing Columns from a Dataframe | ML | Python

All about Volve Field and Production Data | ML | Python

Lecture 23 Pandas 8 Volve field Production dataframe initial EDA | ML | Python

Lecture 24 Data Visualization 1 Relative Permeability Plots | ML | Python

Lecture 25 Data Visualization 2 Univariate Bivariate Statistical Plotting | ML | Python

Fractional Flow and Frontal Advancement APP with Python | Reservoir Engineering | Simulation

Petroleum Data Analytics Project based Mini Course | IFP School France | python | oilandgas |

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

Lecture 26 Deep diving in plotting using python | ML | Python

Engineering
2023-12-18