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(1) Data Science Artifitical Intelligence
Data Science Artifitical Intelligence
Artificial Intelligence Basics (17:11)
Statistics Basics (12:26)
Descriptive Statistics (33:00)
DataScience Lifecycle (28:11)
Introduction to Python (127:44)
Numpy (87:57)
Pandas Part- 4.1 (70:30)
Pandas Part -4.2 (82:46)
Machine Learning Basics (36:51)
Linear Regression (25:20)
Usecase1 Linear Regression (28:59)
Usecase2 Linear Regression (27:17)
Logistic Regression (14:14)
Logistic Regression Usecase1 (55:43)
Logistic Regression UseCase2 (23:17)
Introduction To KNN Algorithm (9:45)
KNN Usecase -1 (24:20)
KNN Usecase 2 (17:28)
Introduction To DecisionTrees And RandomForests Part -1 (11:41)
Understanding DecisionTrees And RandomForests part -2 (25:16)
DecisionTrees And RandomForests Part -3 (45:52)
Cluster Analysis Basics Part -1 (10:44)
Cluster Analysis Basics Mathematics Part- 2 (6:41)
Data Visualization with matplotlib Part -1 (55:29)
Data Visualization with matplotlib Part -2 (23:45)
Introduction To DecisionTrees And RandomForests Part -1
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