Udemy - Data Science Methods and Techniques [2025] (7.2024)
File List
| File | Size |
|---|---|
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/1. Introduction.mp4 | 197.28 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/1. Introduction.srt | 23.49 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/2. Setup of the Anaconda Cloud Notebook.mp4 | 108.45 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/2. Setup of the Anaconda Cloud Notebook.srt | 12.69 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/3. Download and installation of the Anaconda Distribution (optional).mp4 | 158.62 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/3. Download and installation of the Anaconda Distribution (optional).srt | 20.55 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/4. The Conda Package Management System (optional).mp4 | 268.34 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/1. Introduction/4. The Conda Package Management System (optional).srt | 28.3 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 | 121.78 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 | 12.28 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 | 520.41 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 | 57.24 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10.1 insurance.csv | 69.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/10.2 Regularization_Ridge_Lasso_Regression.py | 8.85 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 | 51.67 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11.1 DecisionTree_regression.py | 5.81 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/11.2 insurance.csv | 59.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12. Random Forest Regression (XII).mp4 | 410.58 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12. Random Forest Regression (XII).srt | 70.86 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12.1 insurance.csv | 69.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/12.2 Random_Forest_regression.py | 24.77 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13. Voting Regression (XIII).mp4 | 244.89 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13. Voting Regression (XIII).srt | 47.13 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13.1 insurance.csv | 59.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/13.2 Voting_Regression_Ensemble.py | 8.13 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/2. The Traditional Simple Regression Model (II).mp4 | 173.57 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/2. The Traditional Simple Regression Model (II).srt | 23.58 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/3. The Traditional Simple Regression Model (III).mp4 | 317.52 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/3. The Traditional Simple Regression Model (III).srt | 32.61 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 | 114.68 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 | 14.99 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 | 120.23 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 | 14.81 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6. Linear Multiple Regression model (VI).mp4 | 338.27 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6. Linear Multiple Regression model (VI).srt | 43.77 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6.1 DiaB.csv | 104.96 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/6.2 Multiple_Linear_Regression.py | 2.21 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7. Linear Multiple Regression model (VII).mp4 | 233.02 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7. Linear Multiple Regression model (VII).srt | 22.98 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7.1 DiaB.csv | 94.96 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/7.2 Linear_Multiple_Regression_Forward_Selection.py | 2.34 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/8. Multivariate Polynomial Multiple Regression models (VIII).mp4 | 99.67 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/8. Multivariate Polynomial Multiple Regression models (VIII).srt | 10.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9. Multivariate Polynomial Multiple Regression models (VIIII).mp4 | 408.81 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9. Multivariate Polynomial Multiple Regression models (VIIII).srt | 45.84 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9.1 DiaB.csv | 94.96 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/2. Regression, Prediction and Supervised Learning/9.2 Mult_poly_regr.py | 5.62 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/1. Classification and Supervised Learning, overview.mp4 | 118.28 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/1. Classification and Supervised Learning, overview.srt | 19.57 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2. Logistic Regression Classifier.mp4 | 379.64 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2. Logistic Regression Classifier.srt | 42.46 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2.1 iris.csv | 3.34 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/2.2 Logistic_Regression_Classifier.py | 4.37 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3. The Naive Bayes Classifier.mp4 | 328.28 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3. The Naive Bayes Classifier.srt | 40.43 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3.1 iris.csv | 13.34 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/3.2 Naive_Bayes_Gaussian.py | 5.63 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4. The Decision Tree Classifier.mp4 | 549.08 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4. The Decision Tree Classifier.srt | 62.92 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4.1 Decision_Tree_Classification.py | 9.47 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/4.2 insurance.csv | 59.83 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5. The Random Forest Classifier.mp4 | 331.52 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5. The Random Forest Classifier.srt | 37.32 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5.1 iris.csv | 3.34 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/5.2 Random_Forest_Classifier.py | 16.64 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6. The Voting Classifier.mp4 | 203.93 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6. The Voting Classifier.srt | 20.56 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/3. Classification and Supervised Learning/6.1 Voting Classifier.py | 5.82 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/1. Cluster Analysis, an overview.mp4 | 202.21 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/1. Cluster Analysis, an overview.srt | 25.81 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 | 28.18 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2.1 K_means_part_1.py | 2.67 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/2.2 K_means_part_2.py | 5.55 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 | 334.38 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 | 8.12 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4. Four Hierarchical Clustering algorithms.mp4 | 210.64 MB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4. Four Hierarchical Clustering algorithms.srt | 22.57 KB |
| Udemy - Data Science Methods and Techniques [2025] (7.2024)/4. Cluster Analysis and Unsupervised Learning/4.1 agglo_clustering.py | 5.32 KB |
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