[ 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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收录时间：2023-12-20
最近下载：2025-07-28

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文件列表

  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/4. AutoGluon Classification Part Two Training the Model.mp4 160.8 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4 155.5 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/6. MultiModalPredictor on Binary Class with Natural Language Text.mp4 129.4 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/X.pkl 120.8 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/6. Known Covariate Time Series Forecasting in AutoGluon - Part One.mp4 120.2 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/9. AutoGluon Regression Data, Split, Training, and Validation.mp4 112.1 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/3. AutoGluon Classification Part One Data and Split.mp4 103.3 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/8. OPTIONAL Classification Metrics.mp4 101.2 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/2. OPTIONAL Supervised Learning Overview.mp4 100.6 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/7. AutoGluon Classification Part Four Interpretability.mp4 96.5 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/6. AutoGluon Classification Part Three Validation.mp4 95.3 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/3. Natural Language - MultiClass Problem - Part One.mp4 94.1 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/12. Advanced AutoGluon Presets and Deployment.mp4 78.9 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/4. Single Variate Time Series Forecasting in AutoGluon - Part Two.mp4 74.5 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/3. Single Variate Time Series Forecasting in AutoGluon - Part One.mp4 74.5 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4 68.7 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/5. Single Variate Time Series Forecasting in AutoGluon - Part Three.mp4 65.7 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/2. Overview of Time Series in AutoGluon.mp4 60.4 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/8. Past Covariate Time Series Forecasting.mp4 51.4 MB
  • ~Get Your Files Here !/1. Course Overview and Introduction/3. Course Curriculum Overview.mp4 47.4 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/10. OPTIONAL Regression Metrics.mp4 45.5 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/4. Natural Language - MultiClass Problem - Part Two.mp4 44.2 MB
  • ~Get Your Files Here !/1. Course Overview and Introduction/4. AutoGluon Overview.mp4 42.6 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/1. Introduction to Multi-Modal Data Problems.mp4 41.0 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBMLarge/model.pkl 40.3 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/5. OPTIONAL Train Test Splits and Cross-Validation.mp4 40.3 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/7. Known Covariate Time Series Forecasting in AutoGluon - Part Two.mp4 36.5 MB
  • ~Get Your Files Here !/2. Tabular Data - Classification and Regression/1. Introduction to Tabular Data Section.mp4 20.0 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/X_val.pkl 13.5 MB
  • ~Get Your Files Here !/1. Course Overview and Introduction/2. Course Welcome.mp4 13.0 MB
  • ~Get Your Files Here !/4. Time Series Forecasting/1. Introduction to Time Series.mp4 11.2 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBMXT/model.pkl 7.6 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/XGBoost/xgb.ubj 7.2 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/CatBoost/model.pkl 5.3 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/LightGBM/model.pkl 4.6 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/learner.pkl 2.3 MB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/XGBoost/model.pkl 630.8 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/NeuralNetTorch/model.pkl 620.1 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/trainer.pkl 277.7 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/y.pkl 147.6 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/oof.pkl 20.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/CatBoost/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBM/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMLarge/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMXT/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/NeuralNetTorch/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/attr/XGBoost/y_pred_proba_val.pkl 19.4 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/utils/data/y_val.pkl 17.0 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/SummaryOfModels.html 9.3 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/model.pkl 8.7 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/metadata.json 8.5 kB
  • ~Get Your Files Here !/1. Course Overview and Introduction/1. Course Downloads and Files.html 1.3 kB
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/model_template.pkl 986 Bytes
  • ~Get Your Files Here !/3. Multi-Modal Datasets/5. Optional Download Trained Sentiment Analysis Model.html 584 Bytes
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/predictor.pkl 387 Bytes
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • ~Get Your Files Here !/3. Multi-Modal Datasets/2. Optional Download Trained Book Rating Prediction Model Here.html 325 Bytes
  • Get Bonus Downloads Here.url 182 Bytes
  • ~Get Your Files Here !/3. Multi-Modal Datasets/book_rating/__version__ 5 Bytes

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