[ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python
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| Torrent Size : | 2.13 GB |
[ 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 -
Get Bonus Downloads Here.url -
182 bytes
~Get Your Files Here !
1. Course Overview and Introduction/1. Course Downloads and Files.html -
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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