Lecture 1 - Overview
Lecture 2 - Significance of Python and Petroleum Data Analytics
Lecture 3 - Significance of Python and Petroleum Data Analytics
Lecture 4 - Significance of Python and Petroleum Data Analytics
Lecture 5 - Significance of Python and Petroleum Data Analytics
Lecture 6 - Programming Fundamentals - 1
Lecture 7 - Programming Fundamentals - 2
Lecture 8 - Programming Fundamentals - 3
Lecture 9 - Programming Fundamentals - 4
Lecture 10 - Programming Fundamentals - 5
Lecture 11 - Implementation of Python Libraries - 1
Lecture 12 - Implementation of Python Libraries - 2
Lecture 13 - Implementation of Python Libraries - 3
Lecture 14 - Implementation of Python Libraries - 4
Lecture 15 - Implementation of Python Libraries - 5
Lecture 16 - Implementation of Python Libraries - NUMPY - I
Lecture 17 - Implementation of Python Libraries - NUMPY - II
Lecture 18 - Implementation of Python Libraries - NUMPY - III
Lecture 19 - Implementation of Python Libraries - Matplotlib - I
Lecture 20 - Implementation of Python Libraries - Matplotlib - II
Lecture 21 - Data Wrangling and Preprocessing - I
Lecture 22 - Data Wrangling and Preprocessing - II
Lecture 23 - Data Wrangling and Preprocessing - III
Lecture 24 - Data Wrangling and Preprocessing - IV
Lecture 25 - Data Wrangling and Preprocessing - V
Lecture 26 - Data Wrangling and Preprocessing - VI
Lecture 27 - Data Wrangling and Preprocessing - VII
Lecture 28 - Data Wrangling and Preprocessing - VIII
Lecture 29 - Data Wrangling and Preprocessing - IX
Lecture 30 - Data Wrangling and Preprocessing - X
Lecture 31 - Data Manipulation - I
Lecture 32 - Data Manipulation - II
Lecture 33 - Data Manipulation - III
Lecture 34 - Data Manipulation - IV
Lecture 35 - Data Manipulation - V
Lecture 36 - Handling Missing Values-CCA
Lecture 37 - Handling Missing Values-Univariate Analysis
Lecture 38 - Handling Missing Values-Multivariate Analysis
Lecture 39 - Machine Learning - Supervised - I
Lecture 40 - Machine Learning - Supervised - II
Lecture 41 - Supervised Machine Learning - I
Lecture 42 - Supervised Machine Learning - II
Lecture 43 - Supervised Machine Learning - III
Lecture 44 - Supervised Machine Learning - IV
Lecture 45 - Supervised Machine Learning - V
Lecture 46 - Supervised Machine Learning - VI
Lecture 47 - Supervised Machine Learning - VII
Lecture 48 - Supervised Machine Learning - VIII
Lecture 49 - Supervised Machine Learning - IX
Lecture 50 - Supervised Machine Learning - X
Lecture 51 - Supervised Machine Learning Algorithm - I
Lecture 52 - Supervised Machine Learning Algorithm - II
Lecture 53 - Supervised Machine Learning Algorithm - III
Lecture 54 - Supervised Machine Learning Algorithm - IV
Lecture 55 - Supervised Machine Learning Algorithm - V
Lecture 56 - Supervised and Unsupervised Machine Learning
Lecture 57 - Supervised Machine Learning
Lecture 58 - Unsupervised Machine Learning
Lecture 59 - Supervised Machine Learning
Lecture 60 - Supervised Machine Learning
