DevCourseWeb com Udemy Automated Machine Learning with AutoGluon Library in Python

DevCourseWeb com Udemy Automated Machine Learning with AutoGluon Library in Python

Name	[ DevCourseWeb.com ] Udemy - Automated Machine Learning with AutoGluon Library in Python	DOWNLOAD Copy Link
Total Size	2.3 GB
Total Files	59
Last Seen	2024-09-27 23:52
Hash	794E79E5F97A0AE980DBCF24F748E264AF451F3A

/
Get Bonus Downloads Here.url	0.2 KB
/.../1. Course Overview and Introduction/
1. Course Downloads and Files.html	1.3 KB
2. Course Welcome.mp4	13.0 MB
3. Course Curriculum Overview.mp4	47.4 MB
4. AutoGluon Overview.mp4	42.6 MB
/.../2. Tabular Data - Classification and Regression/
1. Introduction to Tabular Data Section.mp4	20.0 MB
10. OPTIONAL Regression Metrics.mp4	45.5 MB
11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4	155.5 MB
12. Advanced AutoGluon Presets and Deployment.mp4	78.9 MB
13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4	68.7 MB
2. OPTIONAL Supervised Learning Overview.mp4	100.6 MB
3. AutoGluon Classification Part One Data and Split.mp4	103.3 MB
4. AutoGluon Classification Part Two Training the Model.mp4	160.8 MB
5. OPTIONAL Train Test Splits and Cross-Validation.mp4	40.3 MB
6. AutoGluon Classification Part Three Validation.mp4	95.3 MB
7. AutoGluon Classification Part Four Interpretability.mp4	96.5 MB
8. OPTIONAL Classification Metrics.mp4	101.2 MB
9. AutoGluon Regression Data, Split, Training, and Validation.mp4	112.1 MB
/.../3. Multi-Modal Datasets/
1. Introduction to Multi-Modal Data Problems.mp4	41.0 MB
2. Optional Download Trained Book Rating Prediction Model Here.html	0.3 KB
3. Natural Language - MultiClass Problem - Part One.mp4	94.1 MB
4. Natural Language - MultiClass Problem - Part Two.mp4	44.2 MB
5. Optional Download Trained Sentiment Analysis Model.html	0.6 KB
6. MultiModalPredictor on Binary Class with Natural Language Text.mp4	129.4 MB
/.../3. Multi-Modal Datasets/book_rating/
SummaryOfModels.html	9.3 KB
__version__	0.0 KB
learner.pkl	2.3 MB
metadata.json	8.5 KB
predictor.pkl	0.4 KB
/.../3. Multi-Modal Datasets/book_rating/models/CatBoost/
model.pkl	5.3 MB
/.../3. Multi-Modal Datasets/book_rating/models/LightGBM/
model.pkl	4.6 MB
/.../3. Multi-Modal Datasets/book_rating/models/LightGBMLarge/
model.pkl	40.3 MB
/.../3. Multi-Modal Datasets/book_rating/models/LightGBMXT/
model.pkl	7.6 MB
/.../3. Multi-Modal Datasets/book_rating/models/NeuralNetTorch/
model.pkl	620.1 KB
/.../3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/
model.pkl	8.7 KB
/.../3. Multi-Modal Datasets/book_rating/models/WeightedEnsemble_L2/utils/
model_template.pkl	1.0 KB
oof.pkl	20.4 KB
/.../3. Multi-Modal Datasets/book_rating/models/XGBoost/
model.pkl	630.8 KB
xgb.ubj	7.2 MB
/.../3. Multi-Modal Datasets/book_rating/models/
trainer.pkl	277.7 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/CatBoost/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/LightGBM/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMLarge/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/LightGBMXT/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/NeuralNetTorch/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/attr/XGBoost/
y_pred_proba_val.pkl	19.4 KB
/.../3. Multi-Modal Datasets/book_rating/utils/data/
X.pkl	120.8 MB
X_val.pkl	13.5 MB
y.pkl	147.6 KB
y_val.pkl	17.0 KB
/.../4. Time Series Forecasting/
1. Introduction to Time Series.mp4	11.2 MB
2. Overview of Time Series in AutoGluon.mp4	60.4 MB
3. Single Variate Time Series Forecasting in AutoGluon - Part One.mp4	74.5 MB
4. Single Variate Time Series Forecasting in AutoGluon - Part Two.mp4	74.5 MB
5. Single Variate Time Series Forecasting in AutoGluon - Part Three.mp4	65.7 MB
6. Known Covariate Time Series Forecasting in AutoGluon - Part One.mp4	120.2 MB
7. Known Covariate Time Series Forecasting in AutoGluon - Part Two.mp4	36.5 MB
8. Past Covariate Time Series Forecasting.mp4	51.4 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 59