[ DevCourseWeb.com ] Udemy - Automated Machine Learning with AutoGluon Library in Python torrent, magnet, bt

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

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794E79E5F97A0AE980DBCF24F748E264AF451F3A

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2.13GB

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2023-04-19

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DevCourseWeb com Udemy Automated Machine Learning with AutoGluon Library in Python

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File Name

Size

Get Bonus Downloads Here.url

182B

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

1.29KB

~Get Your Files Here !/1. Course Overview and Introduction/2. Course Welcome.mp4

12.38MB

~Get Your Files Here !/1. Course Overview and Introduction/3. Course Curriculum Overview.mp4

45.16MB

~Get Your Files Here !/1. Course Overview and Introduction/4. AutoGluon Overview.mp4

40.65MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/1. Introduction to Tabular Data Section.mp4

19.11MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/10. OPTIONAL Regression Metrics.mp4

43.37MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4

148.29MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/12. Advanced AutoGluon Presets and Deployment.mp4

75.29MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4

65.54MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/2. OPTIONAL Supervised Learning Overview.mp4

95.97MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/3. AutoGluon Classification Part One Data and Split.mp4

98.48MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/4. AutoGluon Classification Part Two Training the Model.mp4

153.3MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/5. OPTIONAL Train Test Splits and Cross-Validation.mp4

38.4MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/6. AutoGluon Classification Part Three Validation.mp4

90.85MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/7. AutoGluon Classification Part Four Interpretability.mp4

91.99MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/8. OPTIONAL Classification Metrics.mp4

96.54MB

~Get Your Files Here !/2. Tabular Data - Classification and Regression/9. AutoGluon Regression Data, Split, Training, and Validation.mp4

106.9MB

~Get Your Files Here !/3. Multi-Modal Datasets/1. Introduction to Multi-Modal Data Problems.mp4

39.05MB

~Get Your Files Here !/3. Multi-Modal Datasets/2. Optional Download Trained Book Rating Prediction Model Here.html

325B

~Get Your Files Here !/3. Multi-Modal Datasets/3. Natural Language - MultiClass Problem - Part One.mp4

89.74MB

~Get Your Files Here !/3. Multi-Modal Datasets/4. Natural Language - MultiClass Problem - Part Two.mp4

42.11MB

~Get Your Files Here !/3. Multi-Modal Datasets/5. Optional Download Trained Sentiment Analysis Model.html

584B

~Get Your Files Here !/3. Multi-Modal Datasets/6. MultiModalPredictor on Binary Class with Natural Language Text.mp4

123.39MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/SummaryOfModels.html

9.05KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/__version__

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/learner.pkl

2.15MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/metadata.json

8.27KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/CatBoost/model.pkl

5.08MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBM/model.pkl

4.38MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBMLarge/model.pkl

38.48MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBMXT/model.pkl

7.26MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/NeuralNetTorch/model.pkl

605.55KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/model.pkl

8.51KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/model_template.pkl

986B

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/oof.pkl

19.95KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/XGBoost/model.pkl

616.04KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/XGBoost/xgb.ubj

6.89MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/trainer.pkl

271.16KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/predictor.pkl

387B

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/CatBoost/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBM/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMLarge/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMXT/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/NeuralNetTorch/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/XGBoost/y_pred_proba_val.pkl

18.9KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/X.pkl

115.21MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/X_val.pkl

12.9MB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/y.pkl

144.13KB

~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/y_val.pkl

16.61KB

~Get Your Files Here !/4. Time Series Forecasting/1. Introduction to Time Series.mp4

10.71MB

~Get Your Files Here !/4. Time Series Forecasting/2. Overview of Time Series in AutoGluon.mp4

57.6MB

~Get Your Files Here !/4. Time Series Forecasting/3. Single Variate Time Series Forecasting in AutoGluon - Part One.mp4

71.01MB

~Get Your Files Here !/4. Time Series Forecasting/4. Single Variate Time Series Forecasting in AutoGluon - Part Two.mp4

71.01MB

~Get Your Files Here !/4. Time Series Forecasting/5. Single Variate Time Series Forecasting in AutoGluon - Part Three.mp4

62.64MB

~Get Your Files Here !/4. Time Series Forecasting/6. Known Covariate Time Series Forecasting in AutoGluon - Part One.mp4

114.61MB

~Get Your Files Here !/4. Time Series Forecasting/7. Known Covariate Time Series Forecasting in AutoGluon - Part Two.mp4

34.81MB

~Get Your Files Here !/4. Time Series Forecasting/8. Past Covariate Time Series Forecasting.mp4

49.01MB

~Get Your Files Here !/Bonus Resources.txt

386B

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