Data Science Methods and Techniques [2025]

7.06 GB | 1h 6min 40s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 Introduction.mp4 | Size: (197.28 MB)
FileName :2 Setup of the Anaconda Cloud Notebook.mp4 | Size: (108.45 MB)
FileName :3 Download and installation of the Anaconda Distribution (optional).mp4 | Size: (158.62 MB)
FileName :4 The Conda Package Management System (optional).mp4 | Size: (268.34 MB)
FileName :1 Regression, Prediction, and Supervised Learning Section Overview (I).mp4 | Size: (121.78 MB)
FileName :2 The Traditional Simple Regression Model (II).mp4 | Size: (173.57 MB)
FileName :3 The Traditional Simple Regression Model (III).mp4 | Size: (317.52 MB)
FileName :4 Some practical and useful modelling concepts (IV).mp4 | Size: (114.68 MB)
FileName :5 Some practical and useful modelling concepts (V).mp4 | Size: (120.23 MB)
FileName :6 Linear Multiple Regression model (VI).mp4 | Size: (338.27 MB)
FileName :7 Linear Multiple Regression model (VII).mp4 | Size: (233.02 MB)
FileName :8 Multivariate Polynomial Multiple Regression models (VIII).mp4 | Size: (99.67 MB)
FileName :9 Multivariate Polynomial Multiple Regression models (VIIII).mp4 | Size: (408.81 MB)
FileName :10 Regression Regularization, Lasso and Ridge models (X).mp4 | Size: (520.41 MB)
FileName :11 Decision Tree Regression models (XI).mp4 | Size: (476.1 MB)
FileName :12 Random Forest Regression (XII).mp4 | Size: (410.58 MB)
FileName :13 Voting Regression (XIII).mp4 | Size: (244.89 MB)
FileName :1 Classification and Supervised Learning, overview.mp4 | Size: (118.28 MB)
FileName :2 Logistic Regression Classifier.mp4 | Size: (379.64 MB)
FileName :3 The Naive Bayes Classifier.mp4 | Size: (328.28 MB)
FileName :4 The Decision Tree Classifier.mp4 | Size: (549.08 MB)
FileName :5 The Random Forest Classifier.mp4 | Size: (331.52 MB)
FileName :6 The Voting Classifier.mp4 | Size: (203.93 MB)
FileName :1 Cluster Analysis, an overview.mp4 | Size: (202.21 MB)
FileName :2 K-Means Cluster Analysis, and an introduction to auto-updated K-means algorithms.mp4 | Size: (253.7 MB)
FileName :3 Density-Based Spatial Clustering of Applications with Noise (DBSCAN).mp4 | Size: (334.38 MB)
FileName :4 Four Hierarchical Clustering algorithms.mp4 | Size: (210.64 MB)]
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