| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/1. Introduction.mp4 |
197.3 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/1. Introduction.srt |
23 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/2. Setup of the Anaconda Cloud Notebook.mp4 |
108.4 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/2. Setup of the Anaconda Cloud Notebook.srt |
13 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/3. Download and installation of the Anaconda Distribution (optional).mp4 |
158.6 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/3. Download and installation of the Anaconda Distribution (optional).srt |
21 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/4. The Conda Package Management System (optional).mp4 |
268.3 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/4. The Conda Package Management System (optional).srt |
28 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/1. Regression, Prediction, and Supervised Learning. Section Overview (I).mp4 |
121.8 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/1. Regression, Prediction, and Supervised Learning. Section Overview (I).srt |
12 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10. Regression Regularization, Lasso and Ridge models (X).mp4 |
520.4 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10. Regression Regularization, Lasso and Ridge models (X).srt |
57 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10.1 insurance.csv |
70 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10.2 Regularization_Ridge_Lasso_Regression.py |
9 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11. Decision Tree Regression models (XI).mp4 |
476.1 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11. Decision Tree Regression models (XI).srt |
52 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11.1 DecisionTree_regression.py |
6 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11.2 insurance.csv |
60 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12. Random Forest Regression (XII).mp4 |
410.6 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12. Random Forest Regression (XII).srt |
71 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12.1 insurance.csv |
70 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12.2 Random_Forest_regression.py |
25 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13. Voting Regression (XIII).mp4 |
244.9 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13. Voting Regression (XIII).srt |
47 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13.1 insurance.csv |
60 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13.2 Voting_Regression_Ensemble.py |
8 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/2. The Traditional Simple Regression Model (II).mp4 |
173.6 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/2. The Traditional Simple Regression Model (II).srt |
24 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/3. The Traditional Simple Regression Model (III).mp4 |
317.5 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/3. The Traditional Simple Regression Model (III).srt |
33 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/3.1 Regression_III.py |
557 B |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/4. Some practical and useful modelling concepts (IV).mp4 |
114.7 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/4. Some practical and useful modelling concepts (IV).srt |
15 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/5. Some practical and useful modelling concepts (V).mp4 |
120.2 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/5. Some practical and useful modelling concepts (V).srt |
15 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6. Linear Multiple Regression model (VI).mp4 |
338.3 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6. Linear Multiple Regression model (VI).srt |
44 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6.1 DiaB.csv |
105 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6.2 Multiple_Linear_Regression.py |
2 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7. Linear Multiple Regression model (VII).mp4 |
233 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7. Linear Multiple Regression model (VII).srt |
23 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7.1 DiaB.csv |
95 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7.2 Linear_Multiple_Regression_Forward_Selection.py |
2 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/8. Multivariate Polynomial Multiple Regression models (VIII).mp4 |
99.7 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/8. Multivariate Polynomial Multiple Regression models (VIII).srt |
11 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9. Multivariate Polynomial Multiple Regression models (VIIII).mp4 |
408.8 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9. Multivariate Polynomial Multiple Regression models (VIIII).srt |
46 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9.1 DiaB.csv |
95 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9.2 Mult_poly_regr.py |
6 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/1. Classification and Supervised Learning, overview.mp4 |
118.3 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/1. Classification and Supervised Learning, overview.srt |
20 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2. Logistic Regression Classifier.mp4 |
379.6 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2. Logistic Regression Classifier.srt |
42 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2.1 iris.csv |
3 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2.2 Logistic_Regression_Classifier.py |
4 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3. The Naive Bayes Classifier.mp4 |
328.3 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3. The Naive Bayes Classifier.srt |
40 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3.1 iris.csv |
13 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3.2 Naive_Bayes_Gaussian.py |
6 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4. The Decision Tree Classifier.mp4 |
549.1 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4. The Decision Tree Classifier.srt |
63 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4.1 Decision_Tree_Classification.py |
9 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4.2 insurance.csv |
60 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5. The Random Forest Classifier.mp4 |
331.5 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5. The Random Forest Classifier.srt |
37 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5.1 iris.csv |
3 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5.2 Random_Forest_Classifier.py |
17 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6. The Voting Classifier.mp4 |
203.9 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6. The Voting Classifier.srt |
21 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6.1 Voting Classifier.py |
6 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/1. Cluster Analysis, an overview.mp4 |
202.2 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/1. Cluster Analysis, an overview.srt |
26 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2. K-Means Cluster Analysis, and an introduction to auto-updated K-means algorithms.mp4 |
253.7 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2. K-Means Cluster Analysis, and an introduction to auto-updated K-means algorithms.srt |
28 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2.1 K_means_part_1.py |
3 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2.2 K_means_part_2.py |
6 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/3. Density-Based Spatial Clustering of Applications with Noise (DBSCAN).mp4 |
334.4 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/3. Density-Based Spatial Clustering of Applications with Noise (DBSCAN).srt |
38 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/3.1 DBscan.py |
8 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4. Four Hierarchical Clustering algorithms.mp4 |
210.6 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4. Four Hierarchical Clustering algorithms.srt |
23 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4.1 agglo_clustering.py |
5 KB |
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