[ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python

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[ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python
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Torrent File Content (59 files)

[ DevCourseWeb.com ] Udemy - Automated Machine Learning with AutoGluon Library in Python
Get Bonus Downloads Here.url -

182 bytes

~Get Your Files Here !
1. Course Overview and Introduction/1. Course Downloads and Files.html -

1.29 KB

1. Course Overview and Introduction/2. Course Welcome.mp4 -

12.38 MB

1. Course Overview and Introduction/3. Course Curriculum Overview.mp4 -

45.16 MB

1. Course Overview and Introduction/4. AutoGluon Overview.mp4 -

40.65 MB

2. Tabular Data - Classification and Regression/1. Introduction to Tabular Data Section.mp4 -

19.11 MB

2. Tabular Data - Classification and Regression/10. OPTIONAL Regression Metrics.mp4 -

43.37 MB

2. Tabular Data - Classification and Regression/11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4 -

148.29 MB

2. Tabular Data - Classification and Regression/12. Advanced AutoGluon Presets and Deployment.mp4 -

75.29 MB

2. Tabular Data - Classification and Regression/13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4 -

65.54 MB

2. Tabular Data - Classification and Regression/2. OPTIONAL Supervised Learning Overview.mp4 -

95.97 MB

2. Tabular Data - Classification and Regression/3. AutoGluon Classification Part One Data and Split.mp4 -

98.48 MB

2. Tabular Data - Classification and Regression/4. AutoGluon Classification Part Two Training the Model.mp4 -

153.3 MB

2. Tabular Data - Classification and Regression/5. OPTIONAL Train Test Splits and Cross-Validation.mp4 -

38.4 MB

2. Tabular Data - Classification and Regression/6. AutoGluon Classification Part Three Validation.mp4 -

90.85 MB

2. Tabular Data - Classification and Regression/7. AutoGluon Classification Part Four Interpretability.mp4 -

91.99 MB

2. Tabular Data - Classification and Regression/8. OPTIONAL Classification Metrics.mp4 -

96.54 MB

2. Tabular Data - Classification and Regression/9. AutoGluon Regression Data, Split, Training, and Validation.mp4 -

106.9 MB

3. Multi-Modal Datasets/1. Introduction to Multi-Modal Data Problems.mp4 -

39.05 MB

3. Multi-Modal Datasets/2. Optional Download Trained Book Rating Prediction Model Here.html -

325 bytes

3. Multi-Modal Datasets/3. Natural Language - MultiClass Problem - Part One.mp4 -

89.74 MB

3. Multi-Modal Datasets/4. Natural Language - MultiClass Problem - Part Two.mp4 -

42.11 MB

3. Multi-Modal Datasets/5. Optional Download Trained Sentiment Analysis Model.html -

584 bytes

3. Multi-Modal Datasets/6. MultiModalPredictor on Binary Class with Natural Language Text.mp4 -

123.39 MB

3. Multi-Modal Datasets/book_rating/SummaryOfModels.html -

9.05 KB

3. Multi-Modal Datasets/book_rating/__version__ -

5 bytes

3. Multi-Modal Datasets/book_rating/learner.pkl -

2.15 MB

3. Multi-Modal Datasets/book_rating/metadata.json -

8.27 KB

3. Multi-Modal Datasets/book_rating/models/CatBoost/model.pkl -

5.08 MB

3. Multi-Modal Datasets/book_rating/models/LightGBM/model.pkl -

4.38 MB

3. Multi-Modal Datasets/book_rating/models/LightGBMLarge/model.pkl -

38.48 MB

3. Multi-Modal Datasets/book_rating/models/LightGBMXT/model.pkl -

7.26 MB

3. Multi-Modal Datasets/book_rating/models/NeuralNetTorch/model.pkl -

605.55 KB

3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/model.pkl -

8.51 KB

3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/model_template.pkl -

986 bytes

3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/oof.pkl -

19.95 KB

3. Multi-Modal Datasets/book_rating/models/XGBoost/model.pkl -

616.04 KB

3. Multi-Modal Datasets/book_rating/models/XGBoost/xgb.ubj -

6.89 MB

3. Multi-Modal Datasets/book_rating/models/trainer.pkl -

271.16 KB

3. Multi-Modal Datasets/book_rating/predictor.pkl -

387 bytes

3. Multi-Modal Datasets/book_rating/utils/attr/CatBoost/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/attr/LightGBM/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMLarge/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMXT/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/attr/NeuralNetTorch/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/attr/XGBoost/y_pred_proba_val.pkl -

18.9 KB

3. Multi-Modal Datasets/book_rating/utils/data/X.pkl -

115.21 MB

3. Multi-Modal Datasets/book_rating/utils/data/X_val.pkl -

12.9 MB

3. Multi-Modal Datasets/book_rating/utils/data/y.pkl -

144.13 KB

3. Multi-Modal Datasets/book_rating/utils/data/y_val.pkl -

16.61 KB

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